Data as of Sep 26, 2026 · Based on 4,029,442 AI responses across 13,338 prompts · See how Parse measures this
Mixpeek is a multimodal search platform that lets you bring your own vectors and search across object storage with a Vector Store (MVS) and a managed indexing layer that auto-extracts scenes, faces, OCR, transcripts, and embeddings. It enables multi-stage retrievers with sub-100ms search, offers feature extractors for faces, scenes, transcripts, OCR, and fingerprints, and integrates with S3, GCS, R2, Mux, LangChain, MCP, and more; it can generate embeddings from 50+ models. Targeted across Creative DNA, Advertising, Entertainment, E‑Commerce, and Education, it supports use cases like face/person search, IP/copyright detection, scene-based recommendations, catalog QA, and brand safety, with resources, models, and comparisons to other vector databases.
The market map · 5 of 99 labelled
Visual Search and Auto-Tagging APIs →AI rates Mixpeek better than rivals on custom embeddings
Worse than rivalsBetter than rivals
Often described as
api-first · specialized · composable · multimodal · multimodal ai platform · unified
Excerpts where Mixpeek appeared in the AI's answer
Mixpeek — Specifically offers video-to-chapters: transcription + visual scene detection + topic modeling + LLM-generated chapter titles/summaries.
mixpeek.com — Explicitly combines transcription, visual scene detection, and topic modeling to find semantic shift points, then produces titled chapters and summaries.
Excerpts where Mixpeek appeared in the AI's answer
Mixpeek : An infrastructure API platform that stitches together the file extraction, embedding generation, and vector indexing
Mixpeek : Specialized unstructured data infrastructure that lets you ingest images
Excerpts where Mixpeek appeared in the AI's answer
Mixpeek — composable React search components with streaming search stages, filters, and AI-generated answers with citations.
Mixpeek React SearchKit — composable React search components with streaming search stages, AI-generated answers
Excerpts where Mixpeek appeared in the AI's answer
Mixpeek : Specializes in AI-powered infrastructure for unstructured visual data
Mixpeek – Adds multimodal indexing and semantic search alongside automated image tagging.
Excerpts where Mixpeek appeared in the AI's answer
Mixpeek (Best for Multi-modal Search): Designed for organizing large multimodal libraries
Excerpts where Mixpeek appeared in the AI's answer
Mixpeek : Unique in handling multi-modal streams (documents, emails, and support transcripts) into unified embedding pipelines.
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Otter.aiPicked instead1 questionMixpeek is more visible on Google AI Mode
