chore: update drizzle schema and migrations

.env.example

@@ -0,0 +1,6 @@
+DATABASE_URL=postgresql://postgres:postgres@localhost:5432/comparaison
+BETTER_AUTH_SECRET=change-me-to-random-string
+OPENAI_API_KEY=
+PERPLEXITY_API_KEY=
+TAVILY_API_KEY=
+NEXT_PUBLIC_APP_URL=http://localhost:3000

.gitignore

@@ -32,6 +32,7 @@ yarn-error.log*
 
 # env files (can opt-in for committing if needed)
 .env*
+!.env.example
 
 # vercel
 .vercel
@@ -39,3 +40,8 @@ yarn-error.log*
 # typescript
 *.tsbuildinfo
 next-env.d.ts
+
+# Worktrees (tracked via branches)
+comparaison-backend/
+comparaison-llm/
+comparaison-ui/

Dockerfile

@@ -0,0 +1,21 @@
+FROM node:20-alpine AS base
+
+FROM base AS deps
+WORKDIR /app
+COPY package.json package-lock.json ./
+RUN npm ci
+
+FROM base AS builder
+WORKDIR /app
+COPY --from=deps /app/node_modules ./node_modules
+COPY . .
+RUN npm run build
+
+FROM base AS runner
+WORKDIR /app
+ENV NODE_ENV=production
+COPY --from=builder /app/public ./public
+COPY --from=builder /app/.next/standalone ./
+COPY --from=builder /app/.next/static ./.next/static
+EXPOSE 3000
+CMD ["node", "server.js"]

README.md

@@ -1,36 +1,148 @@
-This is a [Next.js](https://nextjs.org) project bootstrapped with [`create-next-app`](https://nextjs.org/docs/app/api-reference/cli/create-next-app).
+# ComparAIson
 
-## Getting Started
+**AI-Powered Deep Research Comparison Platform**
 
-First, run the development server:
+Compare anything with intelligent, multi-dimensional analysis. ComparAIson uses LLM-powered research to generate comprehensive, visual comparisons — then saves them as shareable posts on your profile.
+
+## Features
+
+- **Deep Research Engine** — Multi-provider LLM pipeline (Tavily search → Perplexity/OpenAI synthesis) with automatic fallback
+- **Interactive Visualizations** — Radar charts, grouped bar charts, feature comparison tables, score cards, pros/cons breakdowns
+- **Real-Time Streaming** — Watch research progress live via Server-Sent Events
+- **User Profiles** — Save comparisons to your profile, browse a public feed
+- **Self-Hosted** — Docker Compose deployment, runs on a Raspberry Pi
+
+## Tech Stack
+
+| Layer | Technology |
+|---|---|
+| Framework | Next.js 15 (App Router, Server Components, Server Actions) |
+| Language | TypeScript |
+| Database | PostgreSQL 16 |
+| ORM | Drizzle ORM |
+| Auth | Better Auth (email + password) |
+| UI | Tailwind CSS + shadcn/ui |
+| Charts | Recharts |
+| LLM | OpenAI GPT-4o-mini + Tavily Search + Perplexity Sonar |
+| Deployment | Docker Compose + Traefik reverse proxy |
+
+## Quick Start
+
+### Prerequisites
+
+- Node.js 20+
+- PostgreSQL 16+ (or Docker)
+- At least one LLM API key
+
+### 1. Clone & Install
+
+```bash
+git clone https://gitea.tophermayor.com/TopherMayor/comparaison.git
+cd comparaison
+npm install
+```
+
+### 2. Configure Environment
+
+```bash
+cp .env.example .env.local
+# Edit .env.local with your API keys and database URL
+```
+
+Required environment variables:
+
+| Variable | Description | Required |
+|---|---|---|
+| `DATABASE_URL` | PostgreSQL connection string | Yes |
+| `BETTER_AUTH_SECRET` | Random secret for session signing | Yes |
+| `OPENAI_API_KEY` | OpenAI API key (GPT-4o-mini) | Yes* |
+| `TAVILY_API_KEY` | Tavily search API key | Recommended |
+| `PERPLEXITY_API_KEY` | Perplexity Sonar API key | Optional |
+| `NEXT_PUBLIC_APP_URL` | Public URL of the app | Yes |
+
+*At minimum, one LLM provider key is required. OpenAI works standalone; Tavily adds web search; Perplexity adds cheaper synthesis.
+
+### 3. Database Setup
+
+```bash
+# Generate migration
+npx drizzle-kit generate
+
+# Run migration
+npx drizzle-kit migrate
+```
+
+### 4. Development
 
 ```bash
 npm run dev
-# or
+# App runs at http://localhost:3000
-yarn dev
-# or
-pnpm dev
-# or
-bun dev
 ```
 
-Open [http://localhost:3000](http://localhost:3000) with your browser to see the result.
+### 5. Docker Deployment
 
-You can start editing the page by modifying `app/page.tsx`. The page auto-updates as you edit the file.
+```bash
+docker compose up -d
+```
 
-This project uses [`next/font`](https://nextjs.org/docs/app/building-your-application/optimizing/fonts) to automatically optimize and load [Geist](https://vercel.com/font), a new font family for Vercel.
+## Project Structure
 
-## Learn More
+```
+src/
+├── app/
+│   ├── (auth)/              # Auth route group
+│   │   ├── sign-in/         # Sign in page
+│   │   └── sign-up/         # Sign up page
+│   ├── (main)/              # Main app route group (with nav)
+│   │   ├── compare/         # Comparison input + results
+│   │   ├── explore/         # Public comparisons feed
+│   │   └── profile/         # User profile + saved comparisons
+│   ├── api/
+│   │   ├── auth/[...all]/   # Better Auth catch-all
+│   │   └── compare/         # SSE streaming research endpoint
+│   ├── layout.tsx           # Root layout
+│   └── page.tsx             # Landing page
+├── components/
+│   ├── comparison/          # Visualization components
+│   │   ├── radar-chart.tsx
+│   │   ├── bar-chart.tsx
+│   │   ├── comparison-table.tsx
+│   │   ├── score-card.tsx
+│   │   └── pros-cons-card.tsx
+│   └── ui/                  # shadcn/ui components
+├── hooks/
+│   └── use-comparison-stream.ts  # SSE streaming hook
+├── lib/
+│   ├── auth.ts              # Better Auth server config
+│   ├── auth-client.ts       # Better Auth client
+│   ├── db/
+│   │   ├── index.ts         # Drizzle client
+│   │   └── schema.ts        # Database schema
+│   ├── llm/
+│   │   ├── index.ts         # Research pipeline orchestrator
+│   │   ├── types.ts         # LLM type definitions
+│   │   └── providers/
+│   │       ├── index.ts     # Provider fallback chain
+│   │       ├── openai.ts    # OpenAI GPT-4o-mini provider
+│   │       ├── tavily.ts    # Tavily search provider
+│   │       └── perplexity.ts # Perplexity Sonar provider
+│   ├── types.ts             # Shared type definitions
+│   └── utils.ts             # Utility functions
+└── middleware.ts             # Auth middleware + route protection
+```
 
-To learn more about Next.js, take a look at the following resources:
+## Architecture
 
-- [Next.js Documentation](https://nextjs.org/docs) - learn about Next.js features and API.
+See [docs/architecture.md](docs/architecture.md) for detailed architecture documentation.
-- [Learn Next.js](https://nextjs.org/learn) - an interactive Next.js tutorial.
 
-You can check out [the Next.js GitHub repository](https://github.com/vercel/next.js) - your feedback and contributions are welcome!
+## API Reference
 
-## Deploy on Vercel
+See [docs/api-reference.md](docs/api-reference.md) for endpoint documentation.
 
-The easiest way to deploy your Next.js app is to use the [Vercel Platform](https://vercel.com/new?utm_medium=default-template&filter=next.js&utm_source=create-next-app&utm_campaign=create-next-app-readme) from the creators of Next.js.
+## UI/UX Flow
 
-Check out our [Next.js deployment documentation](https://nextjs.org/docs/app/building-your-application/deploying) for more details.
+See [docs/ui-ux-flow.md](docs/ui-ux-flow.md) for user journey and wireframe descriptions.
+
+## License
+
+MIT

docker-compose.yml

@@ -0,0 +1,30 @@
+version: "3.8"
+services:
+  app:
+    build: .
+    ports:
+      - "3000:3000"
+    environment:
+      - DATABASE_URL=postgresql://postgres:postgres@db:5432/comparaison
+    depends_on:
+      db:
+        condition: service_healthy
+    restart: unless-stopped
+  db:
+    image: postgres:16-alpine
+    environment:
+      POSTGRES_USER: postgres
+      POSTGRES_PASSWORD: postgres
+      POSTGRES_DB: comparaison
+    ports:
+      - "5432:5432"
+    volumes:
+      - pgdata:/var/lib/postgresql/data
+    healthcheck:
+      test: ["CMD-SHELL", "pg_isready -U postgres"]
+      interval: 5s
+      timeout: 5s
+      retries: 5
+    restart: unless-stopped
+volumes:
+  pgdata:

docs/api-reference.md

@@ -0,0 +1,204 @@
+# ComparAIson — API Reference
+
+## Base URL
+
+```
+Development: http://localhost:3000
+Production:  https://comparaison.tophermayor.com
+```
+
+---
+
+## Authentication
+
+All authenticated endpoints use Better Auth session cookies.
+
+### POST `/api/auth/sign-up`
+Create a new account.
+
+**Request:**
+```json
+{
+  "name": "Alex Johnson",
+  "email": "alex@example.com",
+  "password": "securepassword123"
+}
+```
+
+**Response:** `200 OK` — Sets session cookie, returns user object
+
+### POST `/api/auth/sign-in`
+Sign in to existing account.
+
+**Request:**
+```json
+{
+  "email": "alex@example.com",
+  "password": "securepassword123"
+}
+```
+
+**Response:** `200 OK` — Sets session cookie, redirects to callbackUrl
+
+### POST `/api/auth/sign-out`
+Sign out, clears session.
+
+**Response:** `200 OK` — Redirects to `/`
+
+---
+
+## Comparison Endpoints
+
+### POST `/api/compare`
+Start a new comparison research. Returns a Server-Sent Events stream.
+
+**Authentication:** Required
+
+**Request:**
+```json
+{
+  "query": "for modern web development",
+  "items": ["React", "Vue", "Svelte"],
+  "dimensions": ["Performance", "Developer Experience"]
+}
+```
+
+| Field | Type | Required | Description |
+|---|---|---|---|
+| `query` | string | No | Context/focus for the comparison |
+| `items` | string[] | Yes | Items to compare (2-10) |
+| `dimensions` | string[] | No | Optional dimension hints |
+
+**Response:** `200 OK` — `text/event-stream`
+
+SSE event format:
+```
+event: progress
+data: {"status":"researching","message":"Analyzing comparison request...","itemsCompleted":0,"totalItems":3,"currentStep":"Analyzing comparison request..."}
+
+event: progress
+data: {"status":"researching","message":"Researching React...","itemsCompleted":1,"totalItems":3,"currentStep":"Analyzing React"}
+
+event: progress
+data: {"status":"completed","message":"Research complete!","itemsCompleted":3,"totalItems":3,"currentStep":"Done"}
+
+event: done
+data: {"id":"clx123abc","slug":"react-vs-vue-vs-svelte-clx123","data":{...full comparison data...}}
+```
+
+**Error Response:** `400 Bad Request`
+```json
+{ "error": "At least 2 items are required" }
+```
+
+---
+
+## Page Routes
+
+### `GET /`
+Landing page. Public. Shows hero, example comparisons, features.
+
+### `GET /sign-in`
+Sign in form. Public. Redirects to `/compare` on success.
+
+### `GET /sign-up`
+Sign up form. Public. Redirects to `/compare` on success.
+
+### `GET /compare`
+Comparison creation page. **Protected.** Shows item input form + streaming progress.
+
+### `GET /compare/[slug]`
+Comparison results page. Public (if comparison is public). Shows tabbed visualization layout.
+
+**URL format:** `/compare/react-vs-vue-vs-svelte-clx123a`
+
+### `GET /explore`
+Public comparisons feed. Public. Grid layout with search + category filter.
+
+### `GET /profile`
+User profile page. **Protected.** Shows user info, stats, and saved comparisons.
+
+---
+
+## TypeScript Types
+
+### ComparisonRequest
+```typescript
+interface ComparisonRequest {
+  query: string;
+  items: string[];
+  dimensions?: string[];
+}
+```
+
+### ComparisonResult
+```typescript
+interface ComparisonResult {
+  items: ItemResearch[];
+  dimensions: string[];
+  summary: string;
+  recommendation: string;
+}
+```
+
+### ItemResearch
+```typescript
+interface ItemResearch {
+  name: string;
+  description: string;
+  overallScore: number;
+  dimensions: Record<string, DimensionResult>;
+  pros: string[];
+  cons: string[];
+  sources: { title: string; url: string; snippet: string }[];
+}
+```
+
+### DimensionResult
+```typescript
+interface DimensionResult {
+  score: number;       // 1-10
+  summary: string;
+  details: string;
+  pros: string[];
+  cons: string[];
+}
+```
+
+### ResearchProgress (SSE)
+```typescript
+type ResearchProgress =
+  | { stage: "parsing"; message: string }
+  | { stage: "searching"; item: string; results: number }
+  | { stage: "researching"; item: string; progress: number }
+  | { stage: "synthesizing"; message: string }
+  | { stage: "complete"; result: ComparisonResult }
+  | { stage: "error"; error: string };
+```
+
+### ComparisonData (Frontend)
+```typescript
+interface ComparisonData {
+  id: string;
+  userId: string;
+  title: string;
+  query: string;
+  slug: string;
+  status: "researching" | "completed" | "failed";
+  summary: string;
+  items: {
+    name: string;
+    description: string;
+    overallScore: number;
+    dimensions: Record<string, DimensionResult>;
+    pros: string[];
+    cons: string[];
+  }[];
+  dimensions: string[];
+  tags: string[];
+  isPublic: boolean;
+  viewCount: number;
+  createdAt: string;
+  updatedAt: string;
+}
+```

docs/architecture.md

@@ -0,0 +1,129 @@
+# ComparAIson — Architecture
+
+## System Overview
+
+```
+┌─────────────┐     ┌──────────────┐     ┌─────────────┐
+│   Browser    │────▶│   Traefik    │────▶│   Next.js   │
+│  (React SPA) │◀────│  (Reverse    │◀────│  (Port 3000)│
+│              │     │   Proxy)     │     │             │
+└─────────────┘     └──────────────┘     └──────┬──────┘
+                                                  │
+                                    ┌─────────────┼─────────────┐
+                                    ▼             ▼             ▼
+                              ┌──────────┐ ┌──────────┐ ┌──────────┐
+                              │PostgreSQL│ │  Tavily  │ │  OpenAI  │
+                              │  (DB)    │ │ (Search) │ │  (LLM)   │
+                              └──────────┘ └──────────┘ └──────────┘
+                                                        ┌──────────┐
+                                                        │Perplexity│
+                                                        │ (LLM)    │
+                                                        └──────────┘
+```
+
+## Component Architecture
+
+### Frontend (Next.js App Router)
+
+```
+Route Groups:
+├── (auth)/          — Unauthenticated pages (sign-in, sign-up)
+├── (main)/          — Authenticated pages with shared nav layout
+│   ├── compare/     — Comparison creation + results viewing
+│   ├── explore/     — Public feed browsing
+│   └── profile/     — User profile + comparison history
+└── api/             — Server-side API routes
+    ├── auth/        — Better Auth endpoints
+    └── compare/     — SSE research streaming endpoint
+```
+
+**Key patterns:**
+- **Server Components** for data-fetching pages (profile, explore)
+- **Client Components** for interactive UI (compare input, charts, streaming)
+- **Server Actions** for mutations (save comparison, update profile)
+- **SSE streaming** for real-time research progress
+
+### Backend Services
+
+#### Research Pipeline (`src/lib/llm/`)
+Orchestrates the multi-stage research process:
+1. **Input parsing** — Validate items, extract dimensions
+2. **Provider detection** — Check available API keys, select best provider chain
+3. **Web search** — Tavily API searches per item
+4. **LLM synthesis** — Structured JSON generation via Perplexity or OpenAI
+5. **Validation** — Runtime type checking of LLM output
+6. **Persistence** — Store results in PostgreSQL via Drizzle ORM
+
+#### Auth System (`src/lib/auth.ts`)
+- Better Auth with Drizzle adapter
+- Email + password authentication
+- 7-day session expiry
+- Middleware-based route protection
+
+#### Database (`src/lib/db/`)
+- Drizzle ORM with PostgreSQL
+- 5 tables: users, sessions, comparisons, comparison_items, comparison_dimensions
+- JSONB columns for flexible research data storage
+- Indexed on userId, slug, status for query performance
+
+## Data Flow
+
+### Comparison Creation Flow
+
+```
+1. User enters items + query on /compare
+2. Client calls POST /api/compare with { items, query, dimensions }
+3. Server creates comparison record (status: "researching")
+4. Server opens SSE stream to client
+5. Research pipeline runs:
+   a. Parsing → emits SSE "parsing" event
+   b. For each item:
+      - Tavily search → emits SSE "searching" event
+      - Process results → emits SSE "researching" event with progress %
+   c. Synthesize all data → emits SSE "synthesizing" event
+   d. Validate + structure → emits SSE "complete" event with full data
+6. Server persists results to comparisons + comparison_items tables
+7. Client renders visualization components with result data
+8. User redirected to /compare/[slug] with full results
+```
+
+### Comparison Viewing Flow
+
+```
+1. User navigates to /compare/[slug]
+2. Server component fetches comparison from DB by slug
+3. If status === "researching": show streaming progress UI
+4. If status === "completed": render full results with all viz components
+5. If status === "failed": show error with retry option
+6. Increment viewCount on each visit
+```
+
+## Deployment Architecture
+
+### Docker Compose
+
+```yaml
+services:
+  app:        # Next.js standalone (~150-300MB RAM)
+  db:         # PostgreSQL 16 Alpine (~200-400MB RAM)
+```
+
+Total estimated RAM: **400-800MB** — fits comfortably on an 8GB Raspberry Pi.
+
+### Traefik Integration
+
+The app is exposed via Traefik reverse proxy with:
+- HTTPS termination
+- Domain routing (e.g., `comparaison.tophermayor.com`)
+- Automatic SSL certificate management
+
+## Error Handling
+
+| Layer | Strategy |
+|---|---|
+| LLM API failures | 3x retry with exponential backoff |
+| Provider unavailable | Automatic fallback to next provider in chain |
+| Invalid LLM output | Runtime validation + retry with new prompt |
+| Database errors | Transaction rollback, error logged, user sees "failed" status |
+| SSE connection lost | Client auto-reconnects, polls comparison status from DB |
+| Auth failures | Redirect to sign-in with callback URL |

docs/development.md

@@ -0,0 +1,86 @@
+# ComparAIson — Development Guide
+
+## Getting Started
+
+```bash
+# Clone
+git clone https://gitea.tophermayor.com/TopherMayor/comparaison.git
+cd comparaison
+
+# Install
+npm install
+
+# Environment
+cp .env.example .env.local
+# Edit .env.local with your keys
+
+# Database
+docker compose up db -d  # Start just PostgreSQL
+npx drizzle-kit generate  # Generate migrations
+npx drizzle-kit migrate   # Apply migrations
+
+# Dev server
+npm run dev
+```
+
+## Commands
+
+| Command | Description |
+|---|---|
+| `npm run dev` | Start dev server (port 3000) |
+| `npm run build` | Production build (standalone output) |
+| `npm run start` | Start production server |
+| `npm run lint` | ESLint check |
+| `npx tsc --noEmit` | Type check without building |
+| `npx drizzle-kit generate` | Generate DB migrations from schema |
+| `npx drizzle-kit migrate` | Apply migrations to database |
+| `npx drizzle-kit studio` | Open Drizzle Studio (DB browser) |
+
+## Branch Strategy
+
+| Branch | Purpose |
+|---|---|
+| `main` | Stable, deployable code |
+| `feat/backend` | DB schema, auth, Docker, config changes |
+| `feat/llm-engine` | LLM provider changes, research pipeline |
+| `feat/frontend` | UI components, pages, layouts |
+
+Worktrees are used for parallel development:
+```bash
+git worktree add ../comparaison-backend -b feat/backend main
+```
+
+## Database Schema Changes
+
+1. Edit `src/lib/db/schema.ts`
+2. Run `npx drizzle-kit generate` to create migration SQL
+3. Run `npx drizzle-kit migrate` to apply
+4. Commit both schema.ts and the generated SQL in `drizzle/`
+
+## Adding a New LLM Provider
+
+1. Create `src/lib/llm/providers/your-provider.ts`
+2. Implement the provider function matching the `Provider` interface:
+   ```typescript
+   export async function synthesize(
+     request: ComparisonRequest,
+     searchResults: Record<string, SearchResult[]>
+   ): Promise<ComparisonResult>
+   ```
+3. Register in `src/lib/llm/providers/index.ts` — add to the fallback chain
+4. Add API key to `.env.example` and document in README
+
+## Adding a New Visualization
+
+1. Create `src/components/comparison/your-chart.tsx`
+2. Accept `ComparisonData` as props (or relevant subset)
+3. Use Recharts for chart components
+4. Import and add to the tab layout in `results-client.tsx`
+
+## Key Conventions
+
+- **Server Components** by default, `"use client"` only when needed (hooks, interactivity)
+- **Drizzle ORM** for all database queries — no raw SQL
+- **shadcn/ui** for UI components — no external component libraries
+- **Tailwind** for styling — no CSS modules or styled-components
+- **TypeScript strict mode** — no `any` types

docs/specs.md

@@ -0,0 +1,163 @@
+# ComparAIson — Product Specification
+
+## 1. Product Overview
+
+**ComparAIson** is a self-hosted web application that enables users to compare two or more items using AI-powered deep research. The system performs multi-source research, generates structured comparison data, and presents results through interactive visualizations. Completed comparisons are saved as posts on user profiles, creating a browsable library of research.
+
+## 2. Problem Statement
+
+Comparing products, technologies, or services requires gathering data from multiple sources, synthesizing findings, and presenting them clearly. This is time-consuming and often produces inconsistent results. ComparAIson automates this process with LLM-powered research that produces structured, visual, and comparable outputs.
+
+## 3. Target Users
+
+- **Developers** comparing frameworks, tools, cloud services
+- **Consumers** comparing products before purchase
+- **Researchers** comparing methodologies, papers, or approaches
+- **Teams** evaluating options for technical decisions
+
+## 4. Core Features
+
+### 4.1 AI Research Engine
+- Multi-item comparison (2-10 items)
+- Multi-dimensional scoring (5-8 dimensions per comparison)
+- Web search integration via Tavily API
+- LLM synthesis via OpenAI GPT-4o-mini or Perplexity Sonar
+- Automatic provider fallback chain
+- Structured JSON output with validation
+- Server-Sent Events for real-time progress
+
+### 4.2 Interactive Visualizations
+- **Radar/Spider Chart** — Multi-dimensional overlay showing all items
+- **Grouped Bar Chart** — Side-by-side metric comparison
+- **Comparison Table** — Feature matrix with color-coded cells
+- **Score Cards** — Animated progress bars with overall + per-dimension scores
+- **Pros/Cons Cards** — Expandable per-item breakdown
+
+### 4.3 User System
+- Email + password authentication (Better Auth)
+- Session management (7-day expiry)
+- Protected routes for compare/profile actions
+- Public profile pages with comparison history
+
+### 4.4 Social/Feed Features
+- Public comparisons feed (Explore page)
+- Per-comparison view count tracking
+- Tag-based categorization and filtering
+- Search across public comparisons
+- Shareable URLs for each comparison
+
+## 5. Technical Constraints
+
+| Constraint | Value |
+|---|---|
+| Deployment target | Raspberry Pi ARM64, 8GB RAM |
+| Concurrent users | Low (homelab, <20) |
+| Total RAM budget | ~500MB-1GB (app + DB + reverse proxy) |
+| Cost target | Minimal (free tier APIs where possible) |
+| Network | Behind Traefik reverse proxy with HTTPS |
+
+## 6. Data Model
+
+### 6.1 Users (Better Auth managed)
+```
+users: id, name, email, emailVerified, image, createdAt, updatedAt
+sessions: id, userId (FK), token, expiresAt, createdAt, updatedAt
+```
+
+### 6.2 Comparisons
+```
+comparisons: id, userId (FK), title, query, slug, status (researching|completed|failed),
+             summary, overallData (JSONB), tags[], isPublic, viewCount, createdAt, updatedAt
+```
+
+### 6.3 Comparison Items
+```
+comparison_items: id, comparisonId (FK), name, description, imageUrl,
+                  researchData (JSONB), scores (JSONB), pros[], cons[], order
+```
+
+### 6.4 Comparison Dimensions
+```
+comparison_dimensions: id, comparisonId (FK), name, description, weight, order
+```
+
+### 6.5 JSONB Schemas
+
+**overallData (on comparisons):**
+```json
+{
+  "title": "React vs Vue vs Svelte",
+  "query": "for modern web development",
+  "status": "completed",
+  "summary": "...",
+  "items": [
+    {
+      "name": "React",
+      "description": "...",
+      "overallScore": 8.5,
+      "dimensions": {
+        "Performance": { "score": 8, "summary": "...", "details": "...", "pros": [], "cons": [] }
+      },
+      "pros": ["..."],
+      "cons": ["..."]
+    }
+  ],
+  "dimensions": ["Performance", "Developer Experience", "Ecosystem", ...]
+}
+```
+
+**researchData (on comparison_items):**
+Full `ItemResearch` object including dimensions, sources, and scores.
+
+## 7. LLM Research Pipeline
+
+### 7.1 Flow
+```
+User submits query
+  → Parse request (validate items ≥ 2)
+  → Detect available providers (Tavily? Perplexity? OpenAI?)
+  → If Tavily available: search each item individually
+  → Synthesize via best available provider:
+      Priority 1: Tavily search + Perplexity synthesis
+      Priority 2: Tavily search + OpenAI synthesis
+      Priority 3: OpenAI only (no web search)
+  → Validate structured JSON output
+  → Persist to database
+  → Stream results to client
+```
+
+### 7.2 Provider Details
+
+| Provider | Role | Model | Cost |
+|---|---|---|---|
+| Tavily | Web search | Search API | ~$0.005/search |
+| Perplexity | Synthesis | Sonar | ~$0.002/query |
+| OpenAI | Synthesis | GPT-4o-mini | ~$0.15/1M tokens |
+
+### 7.3 Progress Stages (SSE)
+1. `parsing` — Validating query and extracting items
+2. `searching` — Running web search for each item (Tavily only)
+3. `researching` — Processing research per item
+4. `synthesizing` — LLM generating structured comparison
+5. `complete` — Final result with all data
+6. `error` — Failure with error message
+
+## 8. Security Considerations
+
+- Auth middleware protects `/compare` and `/profile` routes
+- Session tokens stored in HTTP-only cookies
+- API keys never exposed to client (server-only LLM calls)
+- Input validation on all API endpoints (min 2 items, max 10)
+- SQL injection prevented via Drizzle ORM parameterized queries
+- CSRF protection via Better Auth
+- Rate limiting placeholder in compare API route
+
+## 9. Future Considerations
+
+- [ ] OAuth providers (Google, GitHub)
+- [ ] Comparison comments/likes
+- [ ] Export to PDF/image
+- [ ] Embeddable comparison widgets
+- [ ] Comparison templates
+- [ ] Batch comparison queue for heavy loads
+- [ ] Local Ollama fallback for offline operation

docs/ui-ux-flow.md

@@ -0,0 +1,343 @@
+# ComparAIson — UI/UX Flow
+
+## User Journeys
+
+### Journey 1: New User Discovers → Signs Up → First Comparison
+
+```
+Landing Page (/)
+    │
+    ▼ "Start Comparing" CTA or /compare URL
+Sign In Page (/sign-in)
+    │ ─── "Don't have an account? Sign up"
+    ▼
+Sign Up Page (/sign-up)
+    │ User enters: name, email, password
+    │ On success → redirect to /compare
+    ▼
+Compare Page (/compare)
+    │ User enters items (2-10) + query
+    │ Clicks "Start Research"
+    ▼
+Streaming Progress
+    │ Progress bar + current step label
+    │ Steps: "Analyzing..." → "Searching React..." → "Synthesizing..."
+    ▼
+Results Page (/compare/[slug])
+    │ Tab layout: Overview | Charts | Table | Details
+    │ User explores visualizations
+    │ Comparison auto-saved to profile
+    ▼
+Profile Page (/profile)
+    │ Sees their first comparison in the grid
+    └── Can click to view again
+```
+
+### Journey 2: Returning User Quick Compare
+
+```
+Home (/) → already logged in
+    │
+    ▼ Click "Compare" in nav
+Compare Page (/compare)
+    │ Enter items + query → "Start Research"
+    ▼
+Results Page (/compare/[slug])
+    │ Review results, share URL
+    └── Return to profile or start new compare
+```
+
+### Journey 3: Anonymous User Browses Public Comparisons
+
+```
+Landing Page (/)
+    │
+    ▼ "Explore" in nav or example comparison card
+Explore Page (/explore)
+    │ Grid of public comparisons
+    │ Filter by category tags
+    │ Search by keyword
+    ▼ Click a comparison card
+Results Page (/compare/[slug])
+    │ View full results (read-only)
+    │ "Start Your Own Comparison" CTA if not logged in
+    └── Sign up flow from Journey 1
+```
+
+---
+
+## Page Descriptions
+
+### 1. Landing Page (`/`)
+**Purpose:** First impression, explain the product, drive sign-ups
+
+**Layout:**
+```
+┌─────────────────────────────────────────────┐
+│  Header: Logo "ComparAIson" | [Sign In]     │
+├─────────────────────────────────────────────┤
+│                                             │
+│     ✨ AI-Powered Research                  │
+│                                             │
+│  Compare Anything with                      │
+│  AI-Powered Deep Research                   │
+│                                             │
+│  [🚀 Start Comparing]  [Explore Examples]   │
+│                                             │
+├─────────────────────────────────────────────┤
+│  Example Comparisons (2x2 grid)             │
+│  ┌──────────────┐  ┌──────────────┐         │
+│  │ React vs Vue │  │ GPT-4 vs     │         │
+│  │ vs Svelte    │  │ Claude vs    │         │
+│  │ ⭐ 8.5       │  │ Gemini ⭐ 8.8│         │
+│  └──────────────┘  └──────────────┘         │
+│  ┌──────────────┐  ┌──────────────┐         │
+│  │ Notion vs    │  │ AWS vs GCP   │         │
+│  │ Obsidian     │  │ vs Azure     │         │
+│  └──────────────┘  └──────────────┘         │
+├─────────────────────────────────────────────┤
+│  Features (3 columns)                       │
+│  📊 Rich Viz  🔍 Deep Research  🔗 Share   │
+├─────────────────────────────────────────────┤
+│  Footer                                     │
+└─────────────────────────────────────────────┘
+```
+
+### 2. Sign In Page (`/sign-in`)
+**Purpose:** Authenticate existing users
+
+**Layout:**
+```
+Centered card, max-w-md:
+┌─────────────────────────────┐
+│     Sign In                  │
+│     Welcome back             │
+│                              │
+│  Email    [______________]   │
+│  Password [______________]   │
+│                              │
+│  [    Sign In    ]           │
+│                              │
+│  Don't have an account?      │
+│  [Sign Up]                   │
+└─────────────────────────────┘
+```
+
+- Error state: Red text below form on invalid credentials
+- Loading state: Spinner on button, disabled inputs
+- Success: Redirect to callbackUrl or /compare
+
+### 3. Sign Up Page (`/sign-up`)
+**Purpose:** Register new users
+
+**Layout:** Same as sign in but with Name field added
+```
+Name     [______________]
+Email    [______________]
+Password [______________]
+[    Create Account    ]
+Already have an account? [Sign In]
+```
+
+### 4. Compare Page (`/compare`)
+**Purpose:** Main comparison creation interface
+
+**Layout:**
+```
+Centered card, max-w-2xl:
+┌─────────────────────────────────────────┐
+│  ✨ Start a Comparison                  │
+│  Enter items to compare and let AI      │
+│  do deep research for you.              │
+│                                          │
+│  What would you like to compare?         │
+│  [________________________________]      │
+│  (textarea for natural language query)   │
+│                                          │
+│  Items to compare (min 2, max 10)        │
+│  [React ×] [Vue ×] [Svelte ×] [+ Add]  │
+│  [________________________] [Add]        │
+│                                          │
+│  Comparison dimensions (optional)        │
+│  [________________________________]      │
+│  (comma-separated hints)                 │
+│                                          │
+│  [🚀 Start Research]                     │
+│                                          │
+│  ┌─ Progress (shown during research) ──┐ │
+│  │ [████████████░░░░░░░] 60%           │ │
+│  │ 🔍 Researching Svelte...            │ │
+│  └─────────────────────────────────────┘ │
+└─────────────────────────────────────────┘
+```
+
+**Interactions:**
+- Tag-style item input: type + Enter to add, X to remove
+- Minimum 2 items required to start
+- Progress bar appears after "Start Research" clicked
+- Cancel button during research
+- Auto-redirect to results on completion
+
+### 5. Results Page (`/compare/[slug]`)
+**Purpose:** Display completed comparison with visualizations
+
+**Layout:**
+```
+┌─────────────────────────────────────────────────┐
+│ ← Back    React vs Vue vs Svelte    [Share]     │
+│ Overall: React ⭐ 8.5 | Vue ⭐ 7.8 | Svelte ⭐ 8.2│
+├─────────────────────────────────────────────────┤
+│ [Overview] [Charts] [Table] [Details]           │
+├─────────────────────────────────────────────────┤
+│                                                  │
+│  ┌── Overview Tab ─────────────────────────────┐ │
+│  │                                              │ │
+│  │  Summary text from AI                        │ │
+│  │  "React excels in ecosystem size..."         │ │
+│  │                                              │ │
+│  │  ┌─ Score Cards ────────────────────────┐   │ │
+│  │  │ React: ⭐ 8.5                        │   │ │
+│  │  │ [█████████░] Performance: 8/10       │   │ │
+│  │  │ [████████░░] DX: 9/10               │   │ │
+│  │  │ ...                                  │   │ │
+│  │  └──────────────────────────────────────┘   │ │
+│  │                                              │ │
+│  │  🏆 Recommendation: "For most projects..."  │ │
+│  └──────────────────────────────────────────────┘ │
+│                                                  │
+│  ┌── Charts Tab ──────────────────────────────┐  │
+│  │                                              │  │
+│  │  Radar Chart          Bar Chart              │  │
+│  │  ┌─────────────┐     ┌──────────────┐       │  │
+│  │  │  ╱  React ╲  │     │ ▓ ▓ ▓        │       │  │
+│  │  │ │  Vue   │  │     │ ▓ ▓ ▓        │       │  │
+│  │  │  ╲Svelte╱   │     │ ▓ ▓ ▓        │       │  │
+│  │  └─────────────┘     └──────────────┘       │  │
+│  │                                              │  │
+│  └──────────────────────────────────────────────┘ │
+│                                                  │
+│  ┌── Table Tab ───────────────────────────────┐  │
+│  │            │ React │ Vue  │ Svelte │        │  │
+│  │ Performance│  8    │  7   │   9    │        │  │
+│  │ DX         │  9    │  8   │   8    │        │  │
+│  │ Ecosystem  │  10   │  7   │   6    │        │  │
+│  │ Price      │  9    │  9   │   10   │        │  │
+│  └──────────────────────────────────────────────┘  │
+│                                                    │
+│  ┌── Details Tab ─────────────────────────────┐   │
+│  │ Per-item expandable deep dives              │   │
+│  │ ▶ React - Performance (8/10)                │   │
+│  │   Pros: Virtual DOM, concurrent mode...     │   │
+│  │   Cons: Bundle size can grow...             │   │
+│  │ ▶ Vue - Performance (7/10)                  │   │
+│  │ ...                                          │   │
+│  └──────────────────────────────────────────────┘   │
+└─────────────────────────────────────────────────────┘
+```
+
+**Interactions:**
+- Tab switching between Overview/Charts/Table/Details
+- Hover tooltips on all charts
+- Click legend items to toggle visibility on radar/bar charts
+- Expandable rows in table for detailed breakdowns
+- Share button copies URL to clipboard
+- Trophy icon highlights the winner
+
+### 6. Profile Page (`/profile`)
+**Purpose:** User's personal comparison library
+
+**Layout:**
+```
+┌─────────────────────────────────────────────┐
+│  [Avatar]  Alex Johnson                     │
+│            alex@example.com                  │
+│                                             │
+│  ┌─ Stats ─────────┐  ┌─ Stats ──────────┐ │
+│  │ 12               │  │ 8.2K              │ │
+│  │ Total Comparisons│  │ Total Views       │ │
+│  └──────────────────┘  └───────────────────┘ │
+│                                             │
+│  My Comparisons                             │
+│  ┌──────────────┐  ┌──────────────┐         │
+│  │ React vs Vue │  │ GPT-4 vs     │         │
+│  │ vs Svelte    │  │ Claude       │         │
+│  │ ⭐ 8.5 | 👁 1.2K│  │ ⭐ 8.8 | 👁 3.9K│   │
+│  │ Jan 15, 2024 │  │ Jan 10, 2024 │        │
+│  └──────────────┘  └──────────────┘         │
+│                                             │
+│  [+ New Comparison]                         │
+└─────────────────────────────────────────────┘
+```
+
+### 7. Explore Page (`/explore`)
+**Purpose:** Browse public comparisons from all users
+
+**Layout:**
+```
+┌─────────────────────────────────────────────────┐
+│  Explore Comparisons                             │
+│  [🔍 Search comparisons...]                     │
+│                                                  │
+│  [All] [Tech] [Products] [AI] [Cloud] [Prod.]   │
+│                                                  │
+│  ┌─────────┐ ┌─────────┐ ┌─────────┐           │
+│  │React vs │ │GPT-4 vs │ │iPhone vs│           │
+│  │Vue vs   │ │Claude vs │ │Samsung  │           │
+│  │Svelte   │ │Gemini   │ │S24 Ultra│           │
+│  │⭐8.5 👁1.2K│ │⭐8.8 👁3.9K│ │⭐8.2 👁3.4K│    │
+│  │by Alex  │ │by Sarah │ │by James │           │
+│  └─────────┘ └─────────┘ └─────────┘           │
+│  ┌─────────┐ ┌─────────┐ ┌─────────┐           │
+│  │AWS vs   │ │Python vs│ │Notion vs│           │
+│  │GCP vs   │ │Rust vs  │ │Obsidian │           │
+│  │Azure    │ │Go       │ │vs Roam  │           │
+│  │⭐9.0 👁2.2K│ │⭐8.4 👁1.9K│ │⭐7.5 👁892 │    │
+│  │by Emma  │ │by Anna  │ │by Mike  │           │
+│  └─────────┘ └─────────┘ └─────────┘           │
+│                                                  │
+│  [Load More]                                     │
+└─────────────────────────────────────────────────┘
+```
+
+---
+
+## Responsive Design
+
+### Desktop (≥768px)
+- Sidebar navigation on the left
+- Full-width comparison tables
+- Side-by-side charts on Charts tab
+- 3-column grid on Explore page
+
+### Mobile (<768px)
+- Bottom navigation bar (fixed)
+- Stacked charts (full width each)
+- Single column cards on Explore
+- Collapsible navigation menu
+
+---
+
+## Loading & Error States
+
+### Research Progress
+```
+┌─ Research in Progress ──────────────┐
+│ [████████████░░░░░░░░░] 60%         │
+│ 🔍 Researching Svelte...            │
+│                                      │
+│ Items: React ✓  Vue ✓  Svelte ⟳    │
+│                                      │
+│                [Cancel]              │
+└──────────────────────────────────────┘
+```
+
+### Skeleton Loaders
+- Used on results page while data loads
+- Shimmer effect on card placeholders
+- Chart skeleton rectangles
+
+### Error States
+- **API error:** Red banner with error message + "Try Again" button
+- **Auth required:** Redirect to sign-in with callback
+- **Not found:** 404 page with "Browse comparisons" link
+- **Network error:** Toast notification + retry prompt

drizzle/0000_gorgeous_puma.sql

@@ -0,0 +1,59 @@
+CREATE TYPE "public"."comparison_status" AS ENUM('researching', 'completed', 'failed');--> statement-breakpoint
+CREATE TABLE "comparison_dimensions" (
+	"id" text PRIMARY KEY NOT NULL,
+	"comparison_id" text NOT NULL,
+	"name" text NOT NULL,
+	"description" text,
+	"weight" integer DEFAULT 1 NOT NULL,
+	"order" integer DEFAULT 0 NOT NULL
+);
+--> statement-breakpoint
+CREATE TABLE "comparison_items" (
+	"id" text PRIMARY KEY NOT NULL,
+	"comparison_id" text NOT NULL,
+	"name" text NOT NULL,
+	"description" text,
+	"image_url" text,
+	"research_data" jsonb,
+	"scores" jsonb,
+	"pros" text[],
+	"cons" text[],
+	"order" integer DEFAULT 0 NOT NULL
+);
+--> statement-breakpoint
+CREATE TABLE "comparisons" (
+	"id" text PRIMARY KEY NOT NULL,
+	"user_id" text NOT NULL,
+	"title" text NOT NULL,
+	"query" text NOT NULL,
+	"slug" text NOT NULL,
+	"status" "comparison_status" DEFAULT 'researching' NOT NULL,
+	"summary" text,
+	"overall_data" jsonb,
+	"tags" text[],
+	"is_public" boolean DEFAULT true NOT NULL,
+	"view_count" integer DEFAULT 0 NOT NULL,
+	"created_at" timestamp with time zone DEFAULT now() NOT NULL,
+	"updated_at" timestamp with time zone DEFAULT now() NOT NULL,
+	CONSTRAINT "comparisons_slug_unique" UNIQUE("slug")
+);
+--> statement-breakpoint
+CREATE TABLE "users" (
+	"id" text PRIMARY KEY NOT NULL,
+	"name" text,
+	"email" text NOT NULL,
+	"email_verified" timestamp with time zone,
+	"image" text,
+	"created_at" timestamp with time zone DEFAULT now() NOT NULL,
+	"updated_at" timestamp with time zone DEFAULT now() NOT NULL,
+	CONSTRAINT "users_email_unique" UNIQUE("email")
+);
+--> statement-breakpoint
+ALTER TABLE "comparison_dimensions" ADD CONSTRAINT "comparison_dimensions_comparison_id_comparisons_id_fk" FOREIGN KEY ("comparison_id") REFERENCES "public"."comparisons"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "comparison_items" ADD CONSTRAINT "comparison_items_comparison_id_comparisons_id_fk" FOREIGN KEY ("comparison_id") REFERENCES "public"."comparisons"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
+ALTER TABLE "comparisons" ADD CONSTRAINT "comparisons_user_id_users_id_fk" FOREIGN KEY ("user_id") REFERENCES "public"."users"("id") ON DELETE no action ON UPDATE no action;--> statement-breakpoint
+CREATE INDEX "comparison_dimensions_comparison_id_idx" ON "comparison_dimensions" USING btree ("comparison_id");--> statement-breakpoint
+CREATE INDEX "comparison_items_comparison_id_idx" ON "comparison_items" USING btree ("comparison_id");--> statement-breakpoint
+CREATE INDEX "comparisons_user_id_idx" ON "comparisons" USING btree ("user_id");--> statement-breakpoint
+CREATE INDEX "comparisons_slug_idx" ON "comparisons" USING btree ("slug");--> statement-breakpoint
+CREATE INDEX "comparisons_status_idx" ON "comparisons" USING btree ("status");

drizzle/0000_opposite_doomsday.sql

@@ -1,42 +0,0 @@
-CREATE TABLE "comparison_dimensions" (
-	"id" text PRIMARY KEY NOT NULL,
-	"comparison_id" text NOT NULL,
-	"name" text NOT NULL,
-	"description" text,
-	"weight" integer DEFAULT 1,
-	"order" integer NOT NULL
-);
---> statement-breakpoint
-CREATE TABLE "comparison_items" (
-	"id" text PRIMARY KEY NOT NULL,
-	"comparison_id" text NOT NULL,
-	"name" text NOT NULL,
-	"description" text,
-	"image_url" text,
-	"research_data" jsonb,
-	"scores" jsonb,
-	"pros" text[],
-	"cons" text[],
-	"order" integer NOT NULL
-);
---> statement-breakpoint
-CREATE TABLE "comparisons" (
-	"id" text PRIMARY KEY NOT NULL,
-	"user_id" text,
-	"title" text NOT NULL,
-	"query" text,
-	"slug" varchar(255) NOT NULL,
-	"status" text DEFAULT 'researching' NOT NULL,
-	"summary" text,
-	"overall_data" jsonb,
-	"tags" text[],
-	"is_public" boolean DEFAULT false,
-	"view_count" integer DEFAULT 0,
-	"created_at" timestamp DEFAULT now() NOT NULL,
-	"updated_at" timestamp DEFAULT now() NOT NULL,
-	CONSTRAINT "comparisons_slug_unique" UNIQUE("slug")
-);
---> statement-breakpoint
-ALTER TABLE "comparison_dimensions" ADD CONSTRAINT "comparison_dimensions_comparison_id_comparisons_id_fk" FOREIGN KEY ("comparison_id") REFERENCES "public"."comparisons"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
-ALTER TABLE "comparison_items" ADD CONSTRAINT "comparison_items_comparison_id_comparisons_id_fk" FOREIGN KEY ("comparison_id") REFERENCES "public"."comparisons"("id") ON DELETE cascade ON UPDATE no action;--> statement-breakpoint
-CREATE INDEX "comparisons_user_id_idx" ON "comparisons" USING btree ("user_id");

drizzle/meta/0000_snapshot.json

@@ -1,5 +1,5 @@
 {
-  "id": "6cc67b11-8016-409b-9de9-8966593c97b0",
+  "id": "c719fbf4-6ed1-4b38-9a09-33a7e0799267",
   "prevId": "00000000-0000-0000-0000-000000000000",
   "version": "7",
   "dialect": "postgresql",
@@ -36,17 +36,34 @@
           "name": "weight",
           "type": "integer",
           "primaryKey": false,
-          "notNull": false,
+          "notNull": true,
           "default": 1
         },
         "order": {
           "name": "order",
           "type": "integer",
           "primaryKey": false,
-          "notNull": true
+          "notNull": true,
+          "default": 0
+        }
+      },
+      "indexes": {
+        "comparison_dimensions_comparison_id_idx": {
+          "name": "comparison_dimensions_comparison_id_idx",
+          "columns": [
+            {
+              "expression": "comparison_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
         }
       },
-      "indexes": {},
       "foreignKeys": {
         "comparison_dimensions_comparison_id_comparisons_id_fk": {
           "name": "comparison_dimensions_comparison_id_comparisons_id_fk",
@@ -130,10 +147,27 @@
           "name": "order",
           "type": "integer",
           "primaryKey": false,
-          "notNull": true
+          "notNull": true,
+          "default": 0
+        }
+      },
+      "indexes": {
+        "comparison_items_comparison_id_idx": {
+          "name": "comparison_items_comparison_id_idx",
+          "columns": [
+            {
+              "expression": "comparison_id",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
         }
       },
-      "indexes": {},
       "foreignKeys": {
         "comparison_items_comparison_id_comparisons_id_fk": {
           "name": "comparison_items_comparison_id_comparisons_id_fk",
@@ -169,7 +203,7 @@
           "name": "user_id",
           "type": "text",
           "primaryKey": false,
-          "notNull": false
+          "notNull": true
         },
         "title": {
           "name": "title",
@@ -181,17 +215,18 @@
           "name": "query",
           "type": "text",
           "primaryKey": false,
-          "notNull": false
+          "notNull": true
         },
         "slug": {
           "name": "slug",
-          "type": "varchar(255)",
+          "type": "text",
           "primaryKey": false,
           "notNull": true
         },
         "status": {
           "name": "status",
-          "type": "text",
+          "type": "comparison_status",
+          "typeSchema": "public",
           "primaryKey": false,
           "notNull": true,
           "default": "'researching'"
@@ -218,26 +253,26 @@
           "name": "is_public",
           "type": "boolean",
           "primaryKey": false,
-          "notNull": false,
+          "notNull": true,
-          "default": false
+          "default": true
         },
         "view_count": {
           "name": "view_count",
           "type": "integer",
           "primaryKey": false,
-          "notNull": false,
+          "notNull": true,
           "default": 0
         },
         "created_at": {
           "name": "created_at",
-          "type": "timestamp",
+          "type": "timestamp with time zone",
           "primaryKey": false,
           "notNull": true,
           "default": "now()"
         },
         "updated_at": {
           "name": "updated_at",
-          "type": "timestamp",
+          "type": "timestamp with time zone",
           "primaryKey": false,
           "notNull": true,
           "default": "now()"
@@ -258,9 +293,53 @@
           "concurrently": false,
           "method": "btree",
           "with": {}
+        },
+        "comparisons_slug_idx": {
+          "name": "comparisons_slug_idx",
+          "columns": [
+            {
+              "expression": "slug",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        },
+        "comparisons_status_idx": {
+          "name": "comparisons_status_idx",
+          "columns": [
+            {
+              "expression": "status",
+              "isExpression": false,
+              "asc": true,
+              "nulls": "last"
+            }
+          ],
+          "isUnique": false,
+          "concurrently": false,
+          "method": "btree",
+          "with": {}
+        }
+      },
+      "foreignKeys": {
+        "comparisons_user_id_users_id_fk": {
+          "name": "comparisons_user_id_users_id_fk",
+          "tableFrom": "comparisons",
+          "tableTo": "users",
+          "columnsFrom": [
+            "user_id"
+          ],
+          "columnsTo": [
+            "id"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
         }
       },
-      "foreignKeys": {},
       "compositePrimaryKeys": {},
       "uniqueConstraints": {
         "comparisons_slug_unique": {
@@ -274,9 +353,84 @@
       "policies": {},
       "checkConstraints": {},
       "isRLSEnabled": false
+    },
+    "public.users": {
+      "name": "users",
+      "schema": "",
+      "columns": {
+        "id": {
+          "name": "id",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "email": {
+          "name": "email",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "email_verified": {
+          "name": "email_verified",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "image": {
+          "name": "image",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        },
+        "updated_at": {
+          "name": "updated_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": true,
+          "default": "now()"
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {
+        "users_email_unique": {
+          "name": "users_email_unique",
+          "nullsNotDistinct": false,
+          "columns": [
+            "email"
+          ]
+        }
+      },
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    }
+  },
+  "enums": {
+    "public.comparison_status": {
+      "name": "comparison_status",
+      "schema": "public",
+      "values": [
+        "researching",
+        "completed",
+        "failed"
+      ]
     }
   },
-  "enums": {},
   "schemas": {},
   "sequences": {},
   "roles": {},

drizzle/meta/_journal.json

@@ -5,8 +5,8 @@
     {
       "idx": 0,
       "version": "7",
-      "when": 1777066133958,
+      "when": 1777066297133,
-      "tag": "0000_opposite_doomsday",
+      "tag": "0000_gorgeous_puma",
       "breakpoints": true
     }
   ]

next.config.ts

@@ -1,7 +1,7 @@
 import type { NextConfig } from "next";
 
 const nextConfig: NextConfig = {
-  /* config options here */
+  output: "standalone",
 };
 
 export default nextConfig;

src/app/api/compare/route.ts

@@ -18,6 +18,10 @@ function slugify(text: string): string {
     .slice(0, 200);
 }
 
+// TODO: Implement rate limiting per IP/user
+// Example: Use Upstash Ratelimit or a simple in-memory counter
+// const ratelimit = new Ratelimit({ redis, limiter: slidingWindow(5, "1m") })
+
 export async function POST(request: Request) {
   const body: { query?: string; items?: string[]; dimensions?: string[] } =
     await request.json();
@@ -25,7 +29,21 @@ export async function POST(request: Request) {
 
   if (!items || items.length < 2) {
     return Response.json(
-      { error: "At least 2 items are required" },
+      { error: "At least 2 items are required for comparison" },
+      { status: 400 }
+    );
+  }
+
+  if (items.length > 10) {
+    return Response.json(
+      { error: "Maximum 10 items allowed per comparison" },
+      { status: 400 }
+    );
+  }
+
+  if (items.some((item) => item.trim().length === 0)) {
+    return Response.json(
+      { error: "Item names cannot be empty" },
       { status: 400 }
     );
   }
@@ -70,6 +88,20 @@ export async function POST(request: Request) {
             );
           }
 
+          if (progress.stage === "searching") {
+            controller.enqueue(
+              encoder.encode(
+                serializeSSE("progress", {
+                  status: "researching",
+                  message: `Searching the web for ${progress.item}... (${progress.results} results found)`,
+                  itemsCompleted,
+                  totalItems: items.length,
+                  currentStep: `Searching ${progress.item}`,
+                })
+              )
+            );
+          }
+
           if (progress.stage === "researching") {
             itemsCompleted++;
             controller.enqueue(
@@ -102,7 +134,17 @@ export async function POST(request: Request) {
           if (progress.stage === "complete") {
             const result = progress.result;
 
-            const comparisonData: Omit<ComparisonData, "id" | "userId" | "slug" | "tags" | "isPublic" | "viewCount" | "createdAt" | "updatedAt"> = {
+            const comparisonData: Omit<
+              ComparisonData,
+              | "id"
+              | "userId"
+              | "slug"
+              | "tags"
+              | "isPublic"
+              | "viewCount"
+              | "createdAt"
+              | "updatedAt"
+            > = {
               title,
               query: query || "",
               status: "completed",
@@ -177,7 +219,7 @@ export async function POST(request: Request) {
               encoder.encode(
                 serializeSSE("progress", {
                   status: "failed",
-                  message: progress.error,
+                  message: `Comparison failed: ${progress.error}`,
                   itemsCompleted,
                   totalItems: items.length,
                   currentStep: "Failed",
@@ -192,11 +234,16 @@ export async function POST(request: Request) {
           .set({ status: "failed", updatedAt: new Date() })
           .where(eq(comparisons.id, id));
 
+        const message =
+          error instanceof Error
+            ? error.message
+            : "An unexpected error occurred during research";
+
         controller.enqueue(
           encoder.encode(
             serializeSSE("progress", {
               status: "failed",
-              message: error instanceof Error ? error.message : "Unknown error",
+              message: `Comparison failed: ${message}`,
               itemsCompleted,
               totalItems: items.length,
               currentStep: "Failed",

src/lib/auth.ts

@@ -1,8 +1,10 @@
 import { betterAuth } from "better-auth";
 import { drizzleAdapter } from "better-auth/adapters/drizzle";
 import { db } from "./db";
+import * as schema from "./db/schema";
 
 export const auth = betterAuth({
-  database: drizzleAdapter(db, { provider: "pg" }),
+  database: drizzleAdapter(db, { provider: "pg", schema }),
   emailAndPassword: { enabled: true },
+  session: { expiresIn: 60 * 60 * 24 * 7 },
 });

src/lib/db/schema.ts

@@ -1,40 +1,86 @@
 import {
+  boolean,
+  index,
+  integer,
+  jsonb,
+  pgEnum,
   pgTable,
   text,
   timestamp,
-  jsonb,
-  integer,
-  boolean,
-  varchar,
-  index,
 } from "drizzle-orm/pg-core";
+import { createId } from "@paralleldrive/cuid2";
+
+export const users = pgTable("users", {
+  id: text("id").primaryKey(),
+  name: text("name"),
+  email: text("email").notNull().unique(),
+  emailVerified: timestamp("email_verified", { withTimezone: true }),
+  image: text("image"),
+  createdAt: timestamp("created_at", { withTimezone: true }).notNull().defaultNow(),
+  updatedAt: timestamp("updated_at", { withTimezone: true }).notNull().defaultNow(),
+});
+
+export const comparisonStatusEnum = pgEnum("comparison_status", [
+  "researching",
+  "completed",
+  "failed",
+]);
+
+export const users = pgTable("users", {
+  id: text("id").primaryKey(),
+  name: text("name"),
+  email: text("email").notNull().unique(),
+  emailVerified: boolean("email_verified").default(false),
+  image: text("image"),
+  createdAt: timestamp("created_at").defaultNow().notNull(),
+  updatedAt: timestamp("updated_at").defaultNow().notNull(),
+});
+
+export const sessions = pgTable("sessions", {
+  id: text("id").primaryKey(),
+  userId: text("user_id")
+    .notNull()
+    .references(() => users.id, { onDelete: "cascade" }),
+  token: text("token").notNull().unique(),
+  expiresAt: timestamp("expires_at").notNull(),
+  createdAt: timestamp("created_at").defaultNow().notNull(),
+  updatedAt: timestamp("updated_at").defaultNow().notNull(),
+});
 
 export const comparisons = pgTable(
   "comparisons",
   {
-    id: text("id").primaryKey(),
+    id: text("id")
-    userId: text("user_id"),
+      .primaryKey()
-    title: text("title").notNull(),
+      .$defaultFn(() => createId()),
-    query: text("query"),
+    userId: text("user_id")
-    slug: varchar("slug", { length: 255 }).notNull().unique(),
-    status: text("status", {
-      enum: ["researching", "completed", "failed"],
-    })
       .notNull()
-      .default("researching"),
+      .references(() => users.id),
+    title: text("title").notNull(),
+    query: text("query").notNull(),
+    slug: text("slug").notNull().unique(),
+    status: comparisonStatusEnum("status").notNull().default("researching"),
     summary: text("summary"),
     overallData: jsonb("overall_data"),
     tags: text("tags").array(),
-    isPublic: boolean("is_public").default(false),
+    isPublic: boolean("is_public").notNull().default(true),
-    viewCount: integer("view_count").default(0),
+    viewCount: integer("view_count").notNull().default(0),
-    createdAt: timestamp("created_at").defaultNow().notNull(),
+    createdAt: timestamp("created_at", { withTimezone: true }).notNull().defaultNow(),
-    updatedAt: timestamp("updated_at").defaultNow().notNull(),
+    updatedAt: timestamp("updated_at", { withTimezone: true }).notNull().defaultNow(),
   },
-  (table) => [index("comparisons_user_id_idx").on(table.userId)]
+  (table) => [
+    index("comparisons_user_id_idx").on(table.userId),
+    index("comparisons_slug_idx").on(table.slug),
+    index("comparisons_status_idx").on(table.status),
+  ],
 );
 
-export const comparisonItems = pgTable("comparison_items", {
+export const comparisonItems = pgTable(
-  id: text("id").primaryKey(),
+  "comparison_items",
+  {
+    id: text("id")
+      .primaryKey()
+      .$defaultFn(() => createId()),
     comparisonId: text("comparison_id")
       .notNull()
       .references(() => comparisons.id, { onDelete: "cascade" }),
@@ -45,22 +91,24 @@ export const comparisonItems = pgTable("comparison_items", {
     scores: jsonb("scores"),
     pros: text("pros").array(),
     cons: text("cons").array(),
-  order: integer("order").notNull(),
+    order: integer("order").notNull().default(0),
-});
+  },
+  (table) => [index("comparison_items_comparison_id_idx").on(table.comparisonId)],
+);
 
-export const comparisonDimensions = pgTable("comparison_dimensions", {
+export const comparisonDimensions = pgTable(
-  id: text("id").primaryKey(),
+  "comparison_dimensions",
+  {
+    id: text("id")
+      .primaryKey()
+      .$defaultFn(() => createId()),
     comparisonId: text("comparison_id")
       .notNull()
       .references(() => comparisons.id, { onDelete: "cascade" }),
     name: text("name").notNull(),
     description: text("description"),
-  weight: integer("weight").default(1),
+    weight: integer("weight").notNull().default(1),
-  order: integer("order").notNull(),
+    order: integer("order").notNull().default(0),
-});
+  },
-
+  (table) => [index("comparison_dimensions_comparison_id_idx").on(table.comparisonId)],
-export type Comparison = typeof comparisons.$inferSelect;
+);
-export type NewComparison = typeof comparisons.$inferInsert;
-export type ComparisonItem = typeof comparisonItems.$inferSelect;
-export type NewComparisonItem = typeof comparisonItems.$inferInsert;
-export type ComparisonDimension = typeof comparisonDimensions.$inferSelect;

src/lib/llm/index.ts

@@ -3,7 +3,9 @@ import type {
   ComparisonResult,
   ResearchProgress,
 } from "./types";
-import { generateComparison } from "./providers/openai";
+import { searchItem, type SearchResult } from "./providers/tavily";
+import { generateComparisonWithResearch } from "./providers/openai";
+import { getActiveProvider } from "./providers";
 
 export type {
   ComparisonRequest,
@@ -24,6 +26,28 @@ export async function* runResearch(
     return;
   }
 
+  const provider = getActiveProvider();
+  const searchResults: Record<string, SearchResult[]> = {};
+
+  if (provider.hasSearch) {
+    for (let i = 0; i < request.items.length; i++) {
+      const item = request.items[i];
+      const results = await searchItem(item, request.query);
+      searchResults[item] = results;
+
+      yield {
+        stage: "searching",
+        item,
+        results: results.length,
+      };
+
+      yield {
+        stage: "researching",
+        item,
+        progress: Math.round(((i + 1) / request.items.length) * 50),
+      };
+    }
+  } else {
     for (let i = 0; i < request.items.length; i++) {
       yield {
         stage: "researching",
@@ -31,14 +55,15 @@ export async function* runResearch(
         progress: Math.round(((i + 0.5) / request.items.length) * 80),
       };
     }
+  }
 
   yield {
     stage: "synthesizing",
-    message: "Synthesizing research into structured comparison...",
+    message: `Synthesizing research into structured comparison using ${provider.name}...`,
   };
 
   try {
-    const result = await generateComparison(request);
+    const result = await provider.synthesize(request, searchResults);
     yield { stage: "complete", result };
   } catch (error) {
     yield {

src/lib/llm/providers/index.ts

@@ -0,0 +1,63 @@
+import type { ComparisonRequest, ComparisonResult } from "../types";
+import type { SearchResult } from "./tavily";
+import { generateComparisonWithResearch, generateComparison } from "./openai";
+import { synthesizeResearch } from "./perplexity";
+
+export interface Provider {
+  name: string;
+  hasSearch: boolean;
+  synthesize: (
+    request: ComparisonRequest,
+    searchResults: Record<string, SearchResult[]>
+  ) => Promise<ComparisonResult>;
+}
+
+export function getActiveProvider(): Provider {
+  const hasTavily = !!process.env.TAVILY_API_KEY;
+  const hasPerplexity = !!process.env.PERPLEXITY_API_KEY;
+  const hasOpenAI = !!process.env.OPENAI_API_KEY;
+
+  if (hasTavily && hasPerplexity) {
+    console.log("[llm] Using provider: Tavily search + Perplexity synthesis");
+    return {
+      name: "Tavily + Perplexity",
+      hasSearch: true,
+      synthesize: synthesizeResearch,
+    };
+  }
+
+  if (hasTavily && hasOpenAI) {
+    console.log("[llm] Using provider: Tavily search + OpenAI synthesis");
+    return {
+      name: "Tavily + OpenAI",
+      hasSearch: true,
+      synthesize: generateComparisonWithResearch,
+    };
+  }
+
+  if (hasOpenAI) {
+    console.log("[llm] Using provider: OpenAI only (no web search)");
+    return {
+      name: "OpenAI",
+      hasSearch: false,
+      synthesize: async (request) => generateComparison(request),
+    };
+  }
+
+  console.warn(
+    "[llm] No API keys configured. Research will fail at synthesis."
+  );
+  return {
+    name: "None",
+    hasSearch: false,
+    synthesize: async () => {
+      throw new Error(
+        "No LLM provider configured. Set OPENAI_API_KEY, TAVILY_API_KEY, or PERPLEXITY_API_KEY."
+      );
+    },
+  };
+}
+
+export { searchItem, type SearchResult } from "./tavily";
+export { generateComparison, generateComparisonWithResearch } from "./openai";
+export { synthesizeResearch } from "./perplexity";

src/lib/llm/providers/openai.ts

@@ -5,10 +5,16 @@ import type {
   DimensionResult,
   ItemResearch,
 } from "../types";
+import type { SearchResult } from "./tavily";
 
-const client = new OpenAI({
+let _client: OpenAI | null = null;
-  apiKey: process.env.OPENAI_API_KEY,
+
-});
+function getClient(): OpenAI {
+  if (!_client) {
+    _client = new OpenAI({ apiKey: process.env.OPENAI_API_KEY });
+  }
+  return _client;
+}
 
 const SYSTEM_PROMPT = `You are an expert research analyst. Your job is to compare items across multiple dimensions and produce structured, insightful comparison data.
 
@@ -105,7 +111,7 @@ Provide a comprehensive comparison with scores, pros/cons, and a recommendation.
 
   for (let attempt = 1; attempt <= MAX_RETRIES; attempt++) {
     try {
-      const response = await client.chat.completions.create({
+      const response = await getClient().chat.completions.create({
         model: "gpt-4o-mini",
         messages: [
           { role: "system", content: SYSTEM_PROMPT },
@@ -140,3 +146,75 @@ Provide a comprehensive comparison with scores, pros/cons, and a recommendation.
     `Failed to generate comparison after ${MAX_RETRIES} attempts: ${lastError?.message}`
   );
 }
+
+export async function generateComparisonWithResearch(
+  request: ComparisonRequest,
+  searchResults: Record<string, SearchResult[]>
+): Promise<ComparisonResult> {
+  const allResults = Object.values(searchResults).flat();
+  if (allResults.length === 0) {
+    return generateComparison(request);
+  }
+
+  let researchContext = "Web research data:\n\n";
+  for (const [itemName, results] of Object.entries(searchResults)) {
+    if (results.length === 0) continue;
+    researchContext += `=== ${itemName} ===\n`;
+    for (const r of results) {
+      researchContext += `- ${r.title}: ${r.content}\n  Source: ${r.url}\n`;
+    }
+    researchContext += "\n";
+  }
+
+  const userPrompt = `Compare the following items: ${request.items.join(", ")}
+${request.query ? `Focus: ${request.query}` : ""}
+${request.dimensions?.length ? `Specific dimensions to include: ${request.dimensions.join(", ")}` : ""}
+
+${researchContext}
+
+Use the web research data above to provide factual, data-driven insights. Reference specific data points in your analysis. Provide a comprehensive comparison with scores, pros/cons, and a recommendation.`;
+
+  let lastError: Error | null = null;
+
+  for (let attempt = 1; attempt <= MAX_RETRIES; attempt++) {
+    try {
+      const response = await client.chat.completions.create({
+        model: "gpt-4o-mini",
+        messages: [
+          { role: "system", content: SYSTEM_PROMPT },
+          {
+            role: "system",
+            content:
+              "You have access to real web search results. Use them to ground your comparison in factual data. Cite specific findings from the research when scoring and analyzing items.",
+          },
+          { role: "user", content: userPrompt },
+        ],
+        response_format: { type: "json_object" },
+        temperature: 0.3,
+      });
+
+      const content = response.choices[0]?.message?.content;
+      if (!content) {
+        throw new Error("Empty response from OpenAI");
+      }
+
+      const parsed: unknown = JSON.parse(content);
+
+      if (!validateComparisonResult(parsed)) {
+        throw new Error("Invalid comparison result structure from OpenAI");
+      }
+
+      return parsed;
+    } catch (error) {
+      lastError = error instanceof Error ? error : new Error(String(error));
+
+      if (attempt < MAX_RETRIES) {
+        await sleep(RETRY_DELAY_MS * attempt);
+      }
+    }
+  }
+
+  throw new Error(
+    `Failed to generate comparison with research after ${MAX_RETRIES} attempts: ${lastError?.message}`
+  );
+}

src/lib/llm/providers/perplexity.ts

@@ -0,0 +1,117 @@
+import type { ComparisonRequest, ComparisonResult } from "../types";
+import type { SearchResult } from "./tavily";
+import { generateComparisonWithResearch } from "./openai";
+
+const PERPLEXITY_API_URL = "https://api.perplexity.ai/chat/completions";
+
+const SYSTEM_PROMPT = `You are a research synthesis engine. Given web search results for multiple items, produce a structured JSON comparison.
+
+You MUST respond with valid JSON matching this exact structure:
+{
+  "items": [
+    {
+      "name": "item name",
+      "description": "brief overview",
+      "overallScore": 7.5,
+      "dimensions": {
+        "Dimension Name": {
+          "score": 8,
+          "summary": "brief assessment",
+          "details": "detailed analysis",
+          "pros": ["pro 1"],
+          "cons": ["con 1"]
+        }
+      },
+      "pros": ["overall pro 1"],
+      "cons": ["overall con 1"],
+      "sources": [{ "title": "source", "url": "https://...", "snippet": "excerpt" }]
+    }
+  ],
+  "dimensions": ["Dimension 1", "Dimension 2"],
+  "summary": "comparison summary",
+  "recommendation": "clear recommendation"
+}`;
+
+export async function synthesizeResearch(
+  request: ComparisonRequest,
+  searchResults: Record<string, SearchResult[]>
+): Promise<ComparisonResult> {
+  const apiKey = process.env.PERPLEXITY_API_KEY;
+  if (!apiKey) {
+    return generateComparisonWithResearch(request, searchResults);
+  }
+
+  const allResults = Object.values(searchResults).flat();
+  if (allResults.length === 0) {
+    return generateComparisonWithResearch(request, searchResults);
+  }
+
+  let researchContext = "Search results for each item:\n\n";
+  for (const [itemName, results] of Object.entries(searchResults)) {
+    if (results.length === 0) continue;
+    researchContext += `=== ${itemName} ===\n`;
+    for (const r of results) {
+      researchContext += `- ${r.title}: ${r.content}\n  Source: ${r.url}\n`;
+    }
+    researchContext += "\n";
+  }
+
+  const userPrompt = `Compare: ${request.items.join(", ")}
+${request.query ? `Focus: ${request.query}` : ""}
+${request.dimensions?.length ? `Dimensions: ${request.dimensions.join(", ")}` : ""}
+
+${researchContext}`;
+
+  try {
+    const response = await fetch(PERPLEXITY_API_URL, {
+      method: "POST",
+      headers: {
+        Authorization: `Bearer ${apiKey}`,
+        "Content-Type": "application/json",
+      },
+      body: JSON.stringify({
+        model: "sonar",
+        messages: [
+          { role: "system", content: SYSTEM_PROMPT },
+          { role: "user", content: userPrompt },
+        ],
+        temperature: 0.3,
+      }),
+    });
+
+    if (!response.ok) {
+      console.error(
+        `Perplexity API error: ${response.status} ${response.statusText}`
+      );
+      return generateComparisonWithResearch(request, searchResults);
+    }
+
+    const data = await response.json();
+    const content = data.choices?.[0]?.message?.content;
+
+    if (!content) {
+      console.error("Empty response from Perplexity");
+      return generateComparisonWithResearch(request, searchResults);
+    }
+
+    const parsed: unknown = JSON.parse(content);
+
+    if (
+      !parsed ||
+      typeof parsed !== "object" ||
+      !Array.isArray((parsed as Record<string, unknown>).items) ||
+      !Array.isArray((parsed as Record<string, unknown>).dimensions)
+    ) {
+      console.error("Invalid structure from Perplexity, falling back to OpenAI");
+      return generateComparisonWithResearch(request, searchResults);
+    }
+
+    return parsed as ComparisonResult;
+  } catch (error) {
+    console.error(
+      "Perplexity synthesis failed, falling back to OpenAI:",
+      error instanceof Error ? error.message : error
+    );
+    return generateComparisonWithResearch(request, searchResults);
+  }
+}

src/lib/llm/providers/tavily.ts

@@ -0,0 +1,69 @@
+export interface SearchResult {
+  title: string;
+  url: string;
+  content: string;
+  score: number;
+}
+
+const TAVILY_API_URL = "https://api.tavily.com/search";
+
+export async function searchItem(
+  itemName: string,
+  context: string
+): Promise<SearchResult[]> {
+  const apiKey = process.env.TAVILY_API_KEY;
+  if (!apiKey) {
+    return [];
+  }
+
+  try {
+    const query = `${itemName} ${context}`.trim();
+
+    const response = await fetch(TAVILY_API_URL, {
+      method: "POST",
+      headers: {
+        "Content-Type": "application/json",
+      },
+      body: JSON.stringify({
+        api_key: apiKey,
+        query,
+        max_results: 5,
+        include_answer: false,
+        search_depth: "advanced",
+      }),
+    });
+
+    if (!response.ok) {
+      console.error(
+        `Tavily API error: ${response.status} ${response.statusText}`
+      );
+      return [];
+    }
+
+    const data = await response.json();
+
+    if (!data.results || !Array.isArray(data.results)) {
+      return [];
+    }
+
+    return data.results.map(
+      (result: {
+        title?: string;
+        url?: string;
+        content?: string;
+        score?: number;
+      }) => ({
+        title: result.title ?? "",
+        url: result.url ?? "",
+        content: result.content ?? "",
+        score: result.score ?? 0,
+      })
+    );
+  } catch (error) {
+    console.error(
+      `Tavily search failed for "${itemName}":`,
+      error instanceof Error ? error.message : error
+    );
+    return [];
+  }
+}

src/lib/llm/types.ts

@@ -31,6 +31,7 @@ export interface ComparisonResult {
 
 export type ResearchProgress =
   | { stage: "parsing"; message: string }
+  | { stage: "searching"; item: string; results: number }
   | { stage: "researching"; item: string; progress: number }
   | { stage: "synthesizing"; message: string }
   | { stage: "complete"; result: ComparisonResult }

src/middleware.ts

@@ -1,20 +1,29 @@
 import { NextRequest, NextResponse } from "next/server";
 import { auth } from "@/lib/auth";
 
-const publicPaths = ["/sign-in", "/sign-up", "/api/auth"];
+const publicPaths = ["/", "/explore", "/sign-in", "/sign-up", "/api/auth"];
+const protectedPaths = ["/compare", "/profile"];
 
 export async function middleware(request: NextRequest) {
   const { pathname } = request.nextUrl;
 
+  if (
+    pathname.startsWith("/_next") ||
+    pathname.startsWith("/favicon") ||
+    pathname.includes(".")
+  ) {
+    return NextResponse.next();
+  }
+
   const isPublic = publicPaths.some(
     (path) => pathname === path || pathname.startsWith(path + "/"),
   );
 
-  if (isPublic) {
+  const isProtected = protectedPaths.some(
-    return NextResponse.next();
+    (path) => pathname === path || pathname.startsWith(path + "/"),
-  }
+  );
 
-  if (pathname.startsWith("/_next") || pathname.startsWith("/favicon")) {
+  if (isPublic && !isProtected) {
     return NextResponse.next();
   }
 
@@ -22,7 +31,7 @@ export async function middleware(request: NextRequest) {
     headers: request.headers,
   });
 
-  if (!session) {
+  if (!session && isProtected) {
     const signInUrl = new URL("/sign-in", request.url);
     signInUrl.searchParams.set("callbackUrl", pathname);
     return NextResponse.redirect(signInUrl);