diff --git a/admin-compliance/app/sdk/agent/_components/CookieResultView.tsx b/admin-compliance/app/sdk/agent/_components/CookieResultView.tsx
index 8eb6512e..15c45ef1 100644
--- a/admin-compliance/app/sdk/agent/_components/CookieResultView.tsx
+++ b/admin-compliance/app/sdk/agent/_components/CookieResultView.tsx
@@ -140,7 +140,7 @@ function VendorRow({ v, lib }: { v: SnapshotVendor; lib?: LibCategories }) {
             {v.country}
           </span>
         )}
-        <span className="text-gray-500 w-16 text-right">{cookies.length} Cookies</span>
+        <span className="text-gray-500 w-12 text-right" title="Cookies">{cookies.length}</span>
         <span className={`w-10 text-right font-semibold ${scoreColor(v.compliance_score)}`}>
           {v.compliance_score != null ? `${v.compliance_score}%` : '—'}
         </span>
diff --git a/backend-compliance/compliance/api/agent_check/_agent_outputs.py b/backend-compliance/compliance/api/agent_check/_agent_outputs.py
index e8db550b..0ce66f7c 100644
--- a/backend-compliance/compliance/api/agent_check/_agent_outputs.py
+++ b/backend-compliance/compliance/api/agent_check/_agent_outputs.py
@@ -75,7 +75,9 @@ def doc_input_from_snapshot(snap: dict, doc_type: str) -> dict | None:
         "business_scope": scope,
         "company_name": (profile.get("company_name") or snap.get("site_label") or ""),
         "origin_domain": snap.get("site_domain", ""),
-        "context": {"scan_context": snap.get("scan_context") or {}},
+        # skip_llm: Snapshot-Ansicht ist interaktiv → kein ~40s-LLM-Schritt.
+        "context": {"scan_context": snap.get("scan_context") or {},
+                    "skip_llm": True},
     }
 
 
diff --git a/backend-compliance/compliance/api/agent_compliance_check_routes.py b/backend-compliance/compliance/api/agent_compliance_check_routes.py
index 6cdeacf5..c8b0e039 100644
--- a/backend-compliance/compliance/api/agent_compliance_check_routes.py
+++ b/backend-compliance/compliance/api/agent_compliance_check_routes.py
@@ -218,6 +218,11 @@ async def get_snapshot(snapshot_id: str):
         snap = load_snapshot(db, snapshot_id)
         if not snap:
             raise HTTPException(status_code=404, detail="snapshot not found")
+        if snap.get("cmp_vendors"):
+            from compliance.services.cookie_storage_inventory import (
+                dedupe_vendor_cookies,
+            )
+            snap["cmp_vendors"] = dedupe_vendor_cookies(snap["cmp_vendors"])
         return snap
     finally:
         db.close()
diff --git a/backend-compliance/compliance/api/snapshot_check_routes.py b/backend-compliance/compliance/api/snapshot_check_routes.py
index be7874f5..c7dc7088 100644
--- a/backend-compliance/compliance/api/snapshot_check_routes.py
+++ b/backend-compliance/compliance/api/snapshot_check_routes.py
@@ -58,6 +58,7 @@ async def snapshot_cookie_check(snapshot_id: str):
     )
     from compliance.services.cookie_storage_inventory import (
         build_storage_inventory, storage_transparency_finding,
+        dedupe_vendor_cookies,
     )
     from compliance.services.cookie_compliance_audit import (
         audit_cookie_compliance,
@@ -67,7 +68,8 @@ async def snapshot_cookie_check(snapshot_id: str):
         snap = load_snapshot(db, snapshot_id)
         if not snap:
             raise HTTPException(status_code=404, detail="snapshot not found")
-        vendors = snap.get("cmp_vendors") or []
+        # Consent-Phasen duplizieren Cookies → je Vendor nach Name deduplizieren.
+        vendors = dedupe_vendor_cookies(snap.get("cmp_vendors") or [])
         names = [c.get("name", "")
                  for v in vendors for c in (v.get("cookies") or [])]
         big = load_big_library(db, names)
diff --git a/backend-compliance/compliance/services/cookie_storage_inventory.py b/backend-compliance/compliance/services/cookie_storage_inventory.py
index 05e16cc7..0abf9d9e 100644
--- a/backend-compliance/compliance/services/cookie_storage_inventory.py
+++ b/backend-compliance/compliance/services/cookie_storage_inventory.py
@@ -35,6 +35,28 @@ STORAGE_LABELS = {
 }
 
 
+def dedupe_vendor_cookies(vendors: list[dict]) -> list[dict]:
+    """Cookies tauchen je Vendor mehrfach auf (Consent-Phasen before_consent /
+    after_accept / after_reject derselben Crawl-Session). Dedupliziert je Vendor
+    nach (lower) Name — behält den ersten. Behebt aufgeblähte Cookie-/Finding-
+    Zahlen (BMW: 2196 → ~772 eindeutig)."""
+    out: list[dict] = []
+    for v in vendors or []:
+        seen: set[str] = set()
+        uniq: list[dict] = []
+        for c in (v.get("cookies") or []):
+            n = (c.get("name") or "").strip().lower()
+            if n and n in seen:
+                continue
+            if n:
+                seen.add(n)
+            uniq.append(c)
+        nv = dict(v)
+        nv["cookies"] = uniq
+        out.append(nv)
+    return out
+
+
 def detect_storage_type(name: str, expiry: str = "") -> str:
     """Heuristik: echtes Cookie vs. anderer Endgeräte-Speicher.
 
diff --git a/backend-compliance/compliance/services/specialist_agents/impressum/agent.py b/backend-compliance/compliance/services/specialist_agents/impressum/agent.py
index 5b692014..330884fe 100644
--- a/backend-compliance/compliance/services/specialist_agents/impressum/agent.py
+++ b/backend-compliance/compliance/services/specialist_agents/impressum/agent.py
@@ -259,7 +259,10 @@ class ImpressumAgent(BaseSpecialistAgent):
         )
 
         # ── Layer 3: Semantic-Validator nur für HIGH/MEDIUM-Fails ──
-        await self._semantic_demote(text, findings, coverage)
+        # In der interaktiven Snapshot-Ansicht (context skip_llm) übersprungen:
+        # der LLM-Schritt kostet ~40s, das deterministische Ergebnis genügt dort.
+        if not (agent_input.context or {}).get("skip_llm"):
+            await self._semantic_demote(text, findings, coverage)
 
         # Confidence: harmonic mean der Findings (oder hoch wenn 0)
         confs = [f.confidence for f in findings if f.confidence] or [0.95]
diff --git a/backend-compliance/compliance/tests/test_cookie_storage_inventory.py b/backend-compliance/compliance/tests/test_cookie_storage_inventory.py
index 0a2a0c20..34cb41a4 100644
--- a/backend-compliance/compliance/tests/test_cookie_storage_inventory.py
+++ b/backend-compliance/compliance/tests/test_cookie_storage_inventory.py
@@ -4,11 +4,24 @@ from __future__ import annotations
 
 from compliance.services.cookie_storage_inventory import (
     build_storage_inventory,
+    dedupe_vendor_cookies,
     detect_storage_type,
     storage_transparency_finding,
 )
 
 
+def test_dedupe_vendor_cookies_removes_consent_phase_dupes():
+    vendors = [{"name": "V", "cookies": [
+        {"name": "_ga", "expiry": "2 Jahre"},
+        {"name": "_ga", "expiry": "2 Jahre"},   # before/after_accept-Dublette
+        {"name": "_GA", "expiry": "2 Jahre"},    # case-insensitiv
+        {"name": "sid", "expiry": "Session"},
+    ]}]
+    out = dedupe_vendor_cookies(vendors)
+    names = [c["name"] for c in out[0]["cookies"]]
+    assert names == ["_ga", "sid"]              # 4 → 2 eindeutig
+
+
 def test_framework_artifacts_not_cookies():
     assert detect_storage_type("ComponentDefStorage__MUTEX_X") == "framework_storage"
     assert detect_storage_type("GlobalValueProviders__MUTEX_Y") == "framework_storage"