From 1fce3ced10e4682f2650bf47d28a78f92e806dca Mon Sep 17 00:00:00 2001
From: pradeepkumar <kongupradeep@live.com>
Date: Sat, 28 Mar 2026 20:09:03 +0530
Subject: [PATCH] fix

---
 src/agents/agents.service.ts | 78 +++++++++++++++++++++++++++++++++++-
 1 file changed, 77 insertions(+), 1 deletion(-)

diff --git a/src/agents/agents.service.ts b/src/agents/agents.service.ts
index f6a8079..3e49e7b 100644
--- a/src/agents/agents.service.ts
+++ b/src/agents/agents.service.ts
@@ -519,8 +519,84 @@ export class AgentsService {
       this.prisma.agentProfile.count({ where }),
     ]);
 
+    // Compute match score for each agent based on search context
+    const agentsWithScore = agents.map((agent: any) => {
+      let score = 0;
+      let maxScore = 0;
+
+      // 1. Profile completeness (15 points)
+      maxScore += 15;
+      score += Math.round(((agent.profileCompleteness || 0) / 100) * 15);
+
+      // 2. Verification (15 points)
+      maxScore += 15;
+      if (agent.isVerified) score += 15;
+
+      // 3. Rating (15 points) - normalized from 0-5 scale
+      maxScore += 15;
+      if (agent.averageRating) {
+        score += Math.round((agent.averageRating / 5) * 15);
+      }
+
+      // 4. Location match (15 points)
+      maxScore += 15;
+      if (city && agent.city?.toLowerCase() === city.toLowerCase()) {
+        score += 15;
+      } else if (state && agent.state?.toLowerCase() === state.toLowerCase()) {
+        score += 10;
+      } else if (country && agent.country?.toLowerCase() === country.toLowerCase()) {
+        score += 5;
+      } else if (location) {
+        const loc = location.toLowerCase();
+        if (agent.city?.toLowerCase().includes(loc) || agent.state?.toLowerCase().includes(loc)) {
+          score += 10;
+        }
+      } else {
+        // No location filter — give base points
+        score += 8;
+      }
+
+      // 5. Filter match (40 points) - how well dynamic field values match search filters
+      maxScore += 40;
+      if (filters) {
+        try {
+          const parsedFilters: Record<string, string[]> = JSON.parse(filters);
+          const filterKeys = Object.keys(parsedFilters).filter(k => parsedFilters[k]?.length > 0);
+          if (filterKeys.length > 0) {
+            let matchedFilters = 0;
+            for (const filterSlug of filterKeys) {
+              const selectedValues = parsedFilters[filterSlug];
+              const agentFieldValues = (agent.fieldValues || []) as any[];
+              const fieldMatch = agentFieldValues.some((fv: any) => {
+                if (fv.field?.slug !== filterSlug) return false;
+                const jsonVal = fv.jsonValue as string[] | null;
+                if (jsonVal && Array.isArray(jsonVal)) {
+                  return selectedValues.some(sv => jsonVal.includes(sv));
+                }
+                return false;
+              });
+              if (fieldMatch) matchedFilters++;
+            }
+            score += Math.round((matchedFilters / filterKeys.length) * 40);
+          } else {
+            score += 20; // No specific filters, give base
+          }
+        } catch {
+          score += 20;
+        }
+      } else {
+        score += 20; // No filters applied, give base
+      }
+
+      // Calculate percentage (minimum 50% for any approved agent)
+      const rawPercentage = maxScore > 0 ? Math.round((score / maxScore) * 100) : 50;
+      const matchPercentage = Math.max(50, Math.min(99, rawPercentage));
+
+      return { ...agent, matchPercentage };
+    });
+
     return {
-      data: agents,
+      data: agentsWithScore,
       meta: {
         total,
         page,