Trawl
Trawl · Describe it. Trawl finds it.
Get picks like this daily. The day's top launches, AI/tech news, and a weekly opportunity spotlight — straight to your inbox.
This is 1 of 52 launches in multimedia and records search engines — see how it stacks up on momentum and crowding →
69 other launches read as similar to this one →
Details
- External ID
- 1276076
- Source
- PH
- Company
- —
- Product
- Trawl
- Website domain
- producthunt.com
- Launched
- Oct. 11, 2026
- Cohort
- —
- Upvotes
- 1
- Upvotes percentile
- 0.33
- Tags
- Productivity, Artificial Intelligence, Menu Bar Apps
Description
Trawl is a search tool for files you know you saved, but can't remember how you named. Describe a photograph by what's in it, find words inside a screenshot, or search the text of PDFs and documents. Open results directly or reveal them in Finder. A floating orb and Option–Space shortcut make it easy to use from your workflow.
Enrichment
- Niche
- multimedia and records search engines
- Vertical
- Horizontal
- Function
- Search & retrieval
- Audience
- Prosumer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- natural language search tool for finding resources online
- Manually corrected
- False
Could you build this?
Partial A local semantic search desktop app requires deep integration with native OS accessibility/Finder APIs, background filesystem crawling, OCR extraction, and local multi-modal embedding generation.
What it would actually take: The app needs a native macOS wrapper (Swift/AppKit) with system hotkey handling and a background daemon. The core engine requires efficient filesystem event monitoring (FSEvents), local OCR (Apple Vision framework), PDF text extraction, and on-device multimodal embeddings (e.g., Apple Neural Engine via CoreML or fast local ONNX runtime for CLIP) stored in a local vector database like SQLite-vec without draining battery.
Competitors
Other products that read as similar to this one — 69 launches clear the similarity bar, closest 8 shown.
Attention rank: #38 of 70 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 328 days after the earliest competitor.
- Trawl · hn · 2026-03-08 · 8 upvotes · similarity 0.42
- Shooal · ph · 2026-09-21 · 2 upvotes · similarity 0.41
- The new Firecrawl /search · ph · 2026-07-24 · 259 upvotes · similarity 0.41
- Trawex Car API · ph · 2026-10-10 · 1 upvotes · similarity 0.40
- Trove · ph · 2026-09-11 · 1 upvotes · similarity 0.39
- Grabl · ph · 2026-09-18 · 2 upvotes · similarity 0.38
- firecrawl-api-examples · github · 2026-09-21 · 29 upvotes · similarity 0.38
- What Book Is This · ph · 2026-09-19 · 1 upvotes · similarity 0.37
Other launches for this product
- No other launches for this product.