fix: gangnamUnni always-try + leadDoctor in Perplexity prompt

- collect-channel-data: gangnamUnni scraping no longer requires
  verified=true. Fallback: Firecrawl search for gangnamunni.com URL
  when discover-channels failed to verify. Solves empty ratings/reviews.
- generate-report: Perplexity prompt now explicitly requests leadDoctor
  (name, specialty, rating, reviewCount) and staffCount in clinicInfo.
- transformReport: clinicInfo type extended with leadDoctor + staffCount;
  transformation prefers clinic.leadDoctor over doctors[0] fallback.

Root cause: clinic_registry table not yet in DB → discover-channels
always falls back to API search → gangnamUnni URL not found →
collect-channel-data skips gangnamUnni → all clinic metrics empty.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

src/lib/transformReport.ts

@@ -12,7 +12,9 @@ interface ApiReport {
     address?: string;
     phone?: string;
     services?: string[];
-    doctors?: { name: string; specialty: string }[];
+    doctors?: { name: string; specialty: string; rating?: number; reviews?: number }[];
+    leadDoctor?: { name: string; specialty: string; rating?: number; reviewCount?: number };
+    staffCount?: number;
   };
   newChannelProposals?: { channel?: string; priority?: string; rationale?: string }[];
   executiveSummary?: string;
@@ -516,7 +518,7 @@ export function transformApiReport(
 ): MarketingReport {
   const r = apiReport;
   const clinic = r.clinicInfo || {};
-  const doctor = clinic.doctors?.[0];
+  const doctor = clinic.leadDoctor || clinic.doctors?.[0];
 
   return {
     id: reportId,
@@ -530,12 +532,12 @@ export function transformApiReport(
       // Registry foundedYear takes priority over AI-generated value (Registry = human-verified)
       established: clinic.established || '',
       yearsInBusiness: clinic.established ? new Date().getFullYear() - parseInt(clinic.established) : 0,
-      staffCount: 0,
+      staffCount: typeof clinic.staffCount === 'number' ? clinic.staffCount : (clinic.doctors?.length ?? 0),
       leadDoctor: {
         name: doctor?.name || '',
         credentials: doctor?.specialty || '',
-        rating: 0,
+        rating: doctor?.rating ?? 0,
-        reviewCount: 0,
+        reviewCount: doctor?.reviewCount ?? doctor?.reviews ?? 0,
       },
       // 강남언니 is 10-point scale. AI sometimes gives 5-point — auto-correct.
       overallRating: (() => {

supabase/functions/collect-channel-data/index.ts

@@ -380,15 +380,48 @@ Deno.serve(async (req) => {
       }));
     }
 
-    // ─── 4. 강남언니 ───
+    // ─── 4. 강남언니 (항상 시도 — verified 여부 무관) ───
     const guVerified = verified.gangnamUnni as Record<string, unknown> | null;
-    if (FIRECRAWL_API_KEY && guVerified?.verified && guVerified.url) {
+    if (FIRECRAWL_API_KEY && clinicName) {
       channelTasks.push(wrapChannelTask("gangnamUnni", async () => {
+        let gangnamUnniUrl = (guVerified?.verified && guVerified.url) ? String(guVerified.url) : "";
+
+        // Fallback: 강남언니 URL을 Firecrawl 검색으로 직접 찾기
+        if (!gangnamUnniUrl) {
+          const shortName = clinicName.replace(/성형외과|의원|병원|클리닉|피부과/g, '').trim();
+          const searchQueries = [
+            `${clinicName} site:gangnamunni.com`,
+            `${shortName} 성형외과 site:gangnamunni.com`,
+            `${clinicName} 강남언니 병원`,
+          ];
+          for (const q of searchQueries) {
+            try {
+              const sRes = await fetch("https://api.firecrawl.dev/v1/search", {
+                method: "POST",
+                headers: { "Content-Type": "application/json", Authorization: `Bearer ${FIRECRAWL_API_KEY}` },
+                body: JSON.stringify({ query: q, limit: 5 }),
+              });
+              const sData = await sRes.json();
+              const found = (sData.data || [])
+                .map((r: Record<string, string>) => r.url)
+                .find((u: string) => u?.includes('gangnamunni.com/hospitals/'));
+              if (found) { gangnamUnniUrl = found; break; }
+            } catch { /* try next query */ }
+          }
+          if (gangnamUnniUrl) {
+            console.log(`[gangnamUnni] Fallback search found: ${gangnamUnniUrl}`);
+          }
+        }
+
+        if (!gangnamUnniUrl) {
+          throw new Error("강남언니 URL을 찾을 수 없습니다 (검색 실패)");
+        }
+
         const scrapeRes = await fetchWithRetry("https://api.firecrawl.dev/v1/scrape", {
           method: "POST",
           headers: { "Content-Type": "application/json", Authorization: `Bearer ${FIRECRAWL_API_KEY}` },
           body: JSON.stringify({
-            url: guVerified!.url as string,
+            url: gangnamUnniUrl,
             formats: ["json"],
             jsonOptions: {
               prompt: "Extract: hospital name, overall rating (강남언니 rating is always out of 10, NOT out of 5), total review count, doctors with names/ratings/review counts/specialties, procedures offered, address, certifications/badges",
@@ -412,13 +445,11 @@ Deno.serve(async (req) => {
           channelData.gangnamUnni = {
             name: hospital.hospitalName,
             rawRating: hospital.rating,
-            // 강남언니 rating is always /10 (enforced in Firecrawl prompt) — trust the value directly.
-            // Do NOT multiply by 2: a score of 4.8 means 4.8/10, not 9.6/10.
             rating: typeof hospital.rating === 'number' && hospital.rating > 0 ? hospital.rating : null,
             ratingScale: "/10",
             totalReviews: hospital.totalReviews, doctors: (hospital.doctors || []).slice(0, 10),
             procedures: hospital.procedures || [], address: hospital.address,
-            badges: hospital.badges || [], sourceUrl: guVerified!.url as string,
+            badges: hospital.badges || [], sourceUrl: gangnamUnniUrl,
           };
         } else {
           throw new Error("강남언니 scrape returned no hospital data");

supabase/functions/generate-report/index.ts

@@ -90,7 +90,9 @@ ${JSON.stringify(scrapeData.branding || {}, null, 2).slice(0, 1000)}
     "address": "주소",
     "phone": "전화번호",
     "services": ["시술1", "시술2"],
-    "doctors": [{"name": "의사명", "specialty": "전문분야"}]
+    "doctors": [{"name": "의사명", "specialty": "전문분야"}],
+    "leadDoctor": {"name": "대표원장 이름", "specialty": "전문분야/학력", "rating": 0, "reviewCount": 0},
+    "staffCount": 0
   },
   "executiveSummary": "경영진 요약 (3-5문장)",
   "overallScore": 0-100,