TinyResearch + TinySet
Delegate the deep web work: cited reports and real datasets
Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.
Want to reach these readers? Sponsor an issue.
TinyResearch runs a full investigation and returns a report formatted for decisions: summary, comparison tables, numbered citations. TinySet turns one prompt into a dataset built from public web pages, up to 250 rows, each value backed by a page it read.
PH · launched Nov 6, 2026 · 6 upvotes (top 4%) · 0 views
Niche: ai research assistants · 76 launches, 3 in the last 7 days ▼ -67% · Explore this niche →
Category and tags
- Horizontal
- Agent / copilot
- B2B
- AI-native
- Commercial product
- Developer Tools
- Data & Analytics
- Database
Visit website ↗ Source listing ↗
More like this: all 76 launches in ai research assistants →
Could you build this?
Partial An LLM-driven research agent that writes cited reports and a tool that builds row-level datasets from web pages are buildable on search APIs, but reliable web extraction at 250 rows with verified citations is a hard data-quality problem.
What it would actually take: Combine a search API, a headless browser or scraping layer, and an LLM agent loop that plans, reads, and cites sources, with a schema-driven extractor for the dataset. The hard parts are robust extraction across varied sites, verifying that each value matches its cited page (hallucination control), and scaling crawling costs. Those need data engineering and evaluation expertise.
Competitors
Other products that read as similar to this one : 39 launches clear the similarity bar, closest 8 shown.
Attention rank: #5 of 40 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 323 days after the earliest competitor.
- FindDepth · ph · 2026-10-20 · 2 upvotes · similarity 0.40
- TinyFish Web Agent (82% on hard tasks vs. Operator's 43%) · hn · 2026-02-12 · 17 upvotes · similarity 0.40
- Image URL Dataset · ph · 2026-09-11 · 1 upvotes · similarity 0.38
- datasets · github · 2026-10-09 · 13 upvotes · similarity 0.37
- Hyperresearch · ph · 2026-11-02 · 105 upvotes · similarity 0.36
- Webhound Reports: Deep research that scales with your budget · yc · 2026-02-02 · 3 upvotes · similarity 0.35
- The SEO Meta Study · ph · 2026-09-22 · 3 upvotes · similarity 0.35
- Answers by Context.dev · ph · 2026-09-20 · 199 upvotes · similarity 0.35
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.