Answers by Context.dev
Give it a research task + the JSON shape you want back.
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Answers by Context.dev turns web research into a single API call. Define a task and your desired JSON structure. Answers finds sources, researches the web, and returns structured data with source URLs. Build enrichment pipelines, comparison tools, and research agents without stitching together search, scraping, and LLM calls.
PH · launched Sep 20, 2026 · 199 upvotes (top 1%) · 0 views
Niche: web scraping tools and apis · 172 launches, 12 in the last 7 days ▲ +9% · Explore this niche →
Category and tags
- Horizontal
- Agent / copilot
- Developer
- AI-native
- Commercial product
- API
- Developer Tools
- Artificial Intelligence
Visit website ↗ Source listing ↗
More like this: all 172 launches in web scraping tools and apis →
Could you build this?
Yes It is an API wrapper that executes web searches via SERP APIs, scrapes resulting pages, and prompts an LLM with structured JSON output enforcement (such as instructor or native json_schema).
Competitors
Other products that read as similar to this one : 176 launches clear the similarity bar, closest 8 shown.
Attention rank: #3 of 177 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 303 days after the earliest competitor.
- JSON Prism · ph · 2026-11-06 · 2 upvotes · similarity 0.49
- JSON-LD Structured Data Validator API · ph · 2026-10-18 · 1 upvotes · similarity 0.47
- Tabstack Structured Extraction · ph · 2026-06-11 · 199 upvotes · similarity 0.47
- Fous · ph · 2026-09-16 · 1 upvotes · similarity 0.46
- API.SH · ph · 2026-11-10 · 1 upvotes · similarity 0.46
- CSV & JSON Developer Tools · ph · 2026-09-29 · 1 upvotes · similarity 0.46
- JoinJSON · ph · 2026-10-16 · 1 upvotes · similarity 0.46
- JSON Navigator · ph · 2026-10-30 · 1 upvotes · similarity 0.45
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.