NEW
Your agents can now see video. Connect Mixpeek via MCP in one command.
Agents can now see video via MCP.
Try it now →
Product
Ingest & Store
Feature Extractors
Typed pipelines for faces, scenes, transcripts, OCR, fingerprints.
Taxonomies
Encode your domain as versioned ontologies enforced at query time.
Storage
Hot, warm, cold and archive tiers that migrate on access patterns.
Retrieve & Analyze
Retrievers
Compose multi-stage search in <100ms:filter, join, rerank.
Templates
Pre-built retrieval pipelines for media, e-commerce, ad tech, and more.
Clusters
Group scenes, faces or objects by similarity with Thompson sampling.
Vector Store (MVS)
Mixpeek Vector Store:horizontally scaled, feature-aware indexes.
Build with the full platform
View all features →
Solutions
By Industry
Advertising
Talent search, brand safety, creative analytics.
Entertainment
Scene search, recommendation, archive access.
E-Commerce
Visual search, PDP enrichment, catalog QA.
Education
Lecture search, transcript Q&A, content safety.
View all solutions →
By Use Case
Face & Person Search
Find anyone across video libraries in milliseconds.
IP & Copyright Detection
Logos, songs, faces:one pipeline, one report.
Visual Taste & Recs
Scene-similarity ranked recommendations with RL.
Brand & Ad Safety
Pre-publish content screening at bid-time speeds.
View all use cases →
Not sure where you fit?
Browse the showcase →
Resources
Build
Documentation
API reference, SDKs, recipes, and architecture guides.
Blog
Launches, deep dives, and field notes from our engineers.
Education
Multimodal University
Fundamentals of multimodal retrieval, modules + certs.
Data Glossary
Every term you need:embeddings to re-rankers.
Video Library
Talks, demos, and customer sessions on demand.
Tutorials
End-to-end walk-throughs for real production pipelines.
Comparisons
Mixpeek vs. Pinecone, Weaviate, Twelve Labs, more.
Ship your first retriever this afternoon.
Open the quickstart →
About
Company
Mission, team, and the multimodal vision.
Careers
We're hiring across research, infra, and design.
Contact
Talk to sales, support, or press.
Partners
Technology and channel partner ecosystem.
Pilot Program
White-glove 30-day production pilot for new customers.
Pricing
Showcase
Sign in
Request demo
Get started →
Product
Pricing
Documentation
Showcase
Sign in
Request Demo
Back to Videos
Why Product Search Is Harder Than You Think
0:60
Short Form
Ethan
November 14, 2025
short-form
About this video