diff --git a/src/lib/llm/providers/openai.ts b/src/lib/llm/providers/openai.ts
index f3116af..f4eadd4 100644
--- a/src/lib/llm/providers/openai.ts
+++ b/src/lib/llm/providers/openai.ts
@@ -5,6 +5,7 @@ import type {
   DimensionResult,
   ItemResearch,
 } from "../types";
+import type { SearchResult } from "./tavily";
 
 const client = new OpenAI({
   apiKey: process.env.OPENAI_API_KEY,
@@ -140,3 +141,75 @@ 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}`
+  );
+}