AdSpy Engine & Ingestion Console (B2B Marketing Tech & Ad Intelligence SaaS)

24h Creative Ingestion

268,410

+14.8% vs yesterday

Processed from Apify Meta & TikTok actors

Deduplication Intercepts

49,120

18.3% duplicate rate blocked

Atomic Redis SHA-256 fingerprint matches

pgvector Query p95 Latency

38.4 ms

-64ms with HNSW index

Semantic similarity over 1.4M ad embeddings

HMAC Verified Partner Calls

1,842,910

99.98% auth validity

Zero unauthenticated requests passed to DB

Ingestion Throughput vs Deduplication Drops

Real-time creative volume processed across BullMQ ingestion queues (Last 7 Days)

Indexed Creatives

Duplicates Intercepted

Period: SunIndexed Creatives: 261,800 creativesDuplicates Intercepted: 47,300 creatives

Hover data points to inspect period values

Key Finding

Peak scraping runs between 02:00-06:00 UTC yielded a 22.4% duplicate webhook frequency, neutralized instantly by the Redis key ring without database write locking.

Creative Ingestion & Vector Index Stream

6 records

Inspect real-time payloads, dedup validation hashes, and pgvector embedding status