diff --git a/services/apps/git_integration/src/crowdgit/services/vulnerability_scanner/db.go b/services/apps/git_integration/src/crowdgit/services/vulnerability_scanner/db.go
index 343c9e5a17..eb6af0f0b4 100644
--- a/services/apps/git_integration/src/crowdgit/services/vulnerability_scanner/db.go
+++ b/services/apps/git_integration/src/crowdgit/services/vulnerability_scanner/db.go
@@ -107,8 +107,9 @@ func (db *InsightsDB) saveVulnerabilities(ctx context.Context, repoURL string, v
 			source_path, source_type,
 			status, fixed_version,
 			published_at, modified_at,
+			reference_link,
 			scanned_at
-		) VALUES ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11, $12, $13, $14, $15, $16, $17, $18, $19, $20)
+		) VALUES ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11, $12, $13, $14, $15, $16, $17, $18, $19, $20, $21)
 		ON CONFLICT (repo_url, vulnerability_id, package_name, source_path)
 		DO UPDATE SET
 			scan_id           = EXCLUDED.scan_id,
@@ -126,6 +127,7 @@ func (db *InsightsDB) saveVulnerabilities(ctx context.Context, repoURL string, v
 			source_type       = EXCLUDED.source_type,
 			published_at      = EXCLUDED.published_at,
 			modified_at       = EXCLUDED.modified_at,
+			reference_link    = EXCLUDED.reference_link,
 			scanned_at        = EXCLUDED.scanned_at,
 			resolved_at       = NULL
 		RETURNING (xmax = 0) AS is_new`
@@ -139,6 +141,7 @@ func (db *InsightsDB) saveVulnerabilities(ctx context.Context, repoURL string, v
 			v.SourcePath, v.SourceType,
 			v.Status, v.FixedVersion,
 			v.PublishedAt, v.ModifiedAt,
+			v.ReferenceLink,
 			now,
 		)
 	}
diff --git a/services/apps/git_integration/src/crowdgit/services/vulnerability_scanner/types.go b/services/apps/git_integration/src/crowdgit/services/vulnerability_scanner/types.go
index 20cf0c7a22..3c82b97595 100644
--- a/services/apps/git_integration/src/crowdgit/services/vulnerability_scanner/types.go
+++ b/services/apps/git_integration/src/crowdgit/services/vulnerability_scanner/types.go
@@ -68,4 +68,5 @@ type Vulnerability struct {
 	FixedVersion     string     `json:"fixed_version"`
 	PublishedAt      *time.Time `json:"published_at"`
 	ModifiedAt       *time.Time `json:"modified_at"`
+	ReferenceLink    string     `json:"reference_link"`
 }
diff --git a/services/apps/git_integration/src/crowdgit/services/vulnerability_scanner/vulnerability_scanner.go b/services/apps/git_integration/src/crowdgit/services/vulnerability_scanner/vulnerability_scanner.go
index fbe78f0e41..e624c8c97e 100644
--- a/services/apps/git_integration/src/crowdgit/services/vulnerability_scanner/vulnerability_scanner.go
+++ b/services/apps/git_integration/src/crowdgit/services/vulnerability_scanner/vulnerability_scanner.go
@@ -139,6 +139,28 @@ func (s *VulnerabilityScanner) scan(transitiveScanning bool) (models.Vulnerabili
 	}
 }
 
+func (s *VulnerabilityScanner) selectBestReference(v *osvschema.Vulnerability, cveIDs []string) string {
+	// First priority: Construct NVD URL from CVE ID if available
+	if len(cveIDs) > 0 && cveIDs[0] != "" {
+		return "https://nvd.nist.gov/vuln/detail/" + cveIDs[0]
+	}
+
+	if v == nil || v.References == nil || len(v.References) == 0 {
+		return ""
+	}
+
+	// Second priority: Select by reference type priority
+	for _, priorityType := range []string{"ADVISORY", "ARTICLE", "WEB", "INTRODUCED"} {
+		for _, ref := range v.References {
+			if ref.Type.String() == priorityType && ref.Url != "" {
+				return ref.Url
+			}
+		}
+	}
+
+	return ""
+}
+
 func (s *VulnerabilityScanner) processResults(scanID string, results models.VulnerabilityResults) []Vulnerability {
 	flattened := results.Flatten()
 
@@ -167,6 +189,7 @@ func (s *VulnerabilityScanner) processResults(scanID string, results models.Vuln
 		status, fixedVersion := s.getFixInfo(v)
 		publishedAt := protoTimestampToTime(v.Vulnerability.Published)
 		modifiedAt := protoTimestampToTime(v.Vulnerability.Modified)
+		referenceLink := s.selectBestReference(v.Vulnerability, cveIDs)
 
 		seen[key] = Vulnerability{
 			RepoURL:          s.gitURL,
@@ -188,6 +211,7 @@ func (s *VulnerabilityScanner) processResults(scanID string, results models.Vuln
 			FixedVersion:     fixedVersion,
 			PublishedAt:      publishedAt,
 			ModifiedAt:       modifiedAt,
+			ReferenceLink:    referenceLink,
 		}
 	}
 
diff --git a/services/libs/tinybird/datasources/vulnerabilities.datasource b/services/libs/tinybird/datasources/vulnerabilities.datasource
index dc700e6694..684d5c69be 100644
--- a/services/libs/tinybird/datasources/vulnerabilities.datasource
+++ b/services/libs/tinybird/datasources/vulnerabilities.datasource
@@ -20,6 +20,7 @@ DESCRIPTION >
     - `fixedVersion` is the version that fixes the vulnerability.
     - `publishedAt` is when the vulnerability was publicly disclosed.
     - `modifiedAt` is when the vulnerability record was last modified.
+    - `referenceLink` is the reference URL for this vulnerability.
     - `firstDetectedAt` is when the vulnerability was first detected in this repository.
     - `scannedAt` is the timestamp of the scan that last detected this vulnerability.
     - `resolvedAt` is when the vulnerability was resolved within this repository.
@@ -45,6 +46,7 @@ SCHEMA >
     `fixedVersion` String `json:$.record.fixed_version` DEFAULT '',
     `publishedAt` Nullable(DateTime64(3)) `json:$.record.published_at`,
     `modifiedAt` Nullable(DateTime64(3)) `json:$.record.modified_at`,
+    `referenceLink` String `json:$.record.reference_link` DEFAULT '',
     `firstDetectedAt` DateTime64(3) `json:$.record.first_detected_at`,
     `scannedAt` DateTime64(3) `json:$.record.scanned_at`,
     `resolvedAt` Nullable(DateTime64(3)) `json:$.record.resolved_at`
diff --git a/services/libs/tinybird/pipes/vulnerabilities_list.pipe b/services/libs/tinybird/pipes/vulnerabilities_list.pipe
index 606fc0962d..a60e60473f 100644
--- a/services/libs/tinybird/pipes/vulnerabilities_list.pipe
+++ b/services/libs/tinybird/pipes/vulnerabilities_list.pipe
@@ -23,7 +23,8 @@ SQL >
             any (v.publishedAt) as publishedAt,
             any (v.status) as status,
             groupArray(concat(v.repoUrl, '/blob/HEAD', v.sourcePath)) as paths,
-            max(v.fixedVersion) as fixedVersion
+            max(v.fixedVersion) as fixedVersion,
+            anyIf(v.referenceLink, v.referenceLink != '') as referenceLink
         FROM vulnerabilities as v FINAL
         WHERE
             repoUrl in (select arrayJoin(repositories) from segments_filtered)