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Startup Intelligence
Markets
  • Signal Feed
  • Startups
  • Categories
  • Founders
  • Revenue
  • Beyond the launch
Intelligence
  • Content Desk
  • Editorial QA
  • Ask Market
  • Signature Index
  • Trends
Lab
  • Metric Bench
  • Tagline Lab
  • Smart Search
Yours
  • Watchlist
  • Alerts
  • Search
Sync now
/
2,352 products · 11,066 snapshots
Answers by Context.dev

Answers by Context.dev

Notable signal

Give it a research task + the JSON shape you want back.

Launched 8h ago
Signal
61
Velocity
0

What this means

Low discussion activity despite the attention.
Audience is voting but not engaging — could signal weak product-market fit.
+683%Launching in a 683% WoW growing category.
API had 47 launches this week vs 6 last.
13Founder Conviction Index: 13 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
28%
today
Projected end-of-day votes
128range 96–173
Trajectory
stable
Not enough snapshots yet to detect trajectory.

About

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.

AI Summary

Answers by Context.dev is an API that automates web research by returning structured data in a specified JSON format. It streamlines the process of gathering information from various sources, eliminating the need for separate search, scraping, and LLM calls.

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement3
Discussion per unit of attention

Editorial read

Scored deterministically. Only candidates that fire a story trigger are sent to a model, so this one has no written angle.

ThinLittle evidence and no strong angle. Nothing to build on yet.
135/8
Timeliness5%100
carried 7%
Trend20%50
carried 27%
Business15%28
carried 20%
Novelty15%23
carried 20%
Story20%0
carried 27%
Not measured · 3 of 8
Revenue10%—
Founder10%—
Cross-platform5%—

Gaps in our data, not findings about the product. Their weight is redistributed across the 5 we did measure.

measuredmeasured, zeronot measured
Full audit →

Signal sources

3 of 6 active
  • Launch tracking2 readings since we picked it up
  • AI analysisAI Agents
  • Comment intelligencethread not yet analysed
  • Outside discussionnot checked — domain is a storefront or shared
  • Revenue signalsno match on this domain
  • Editorial scoring13% evidence coverage

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.

Founders

Aadithyan Rajesh
Aadithyan Rajesh
@aadithyanr
rep 24
Ely
@elymadebynormal · hunter

Topics

Developer ToolsArtificial IntelligenceAPI