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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
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17,045 products · 82,562 snapshots
Optimus.AI

Optimus.AI

Quiet signal

Catch the ways your AI agent goes wrong before customers do

Launched 1mo ago
Signal
17
Velocity
0

What this means

+300%Launching in a 300% WoW growing category.
Bots had 8 launches this week vs 2 last.
15Founder Conviction Index: 15 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
9%
today
Projected end-of-day votes
2range 2–3
Trajectory
stable
Not enough snapshots yet to detect trajectory.

About

An MCP server holding a catalogue of the harms conversational agents cause in production, like booking a customer twice for one request. Your editor drives your agent into them and reports back. Your source, tool names, database and keys never leave your machine. Every check returns one of five answers, and only one is a pass. Optimus also tells you what it could not check and how much your existing tests actually cover.

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement—
not measured

Signal sources

1 of 6 active
  • Launch tracking2 readings since we picked it up
  • AI analysisnot yet enriched
  • Comment intelligencethread not yet analysed
  • Outside discussionnot checked — domain is a storefront or shared
  • Revenue signalsno match on this domain
  • Editorial scoringbelow the signal threshold for this pass

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

Hamd Bilal Tahir
@hamd_bilal_tahir_007
rep 13
Hamd Bilal Tahir
@hamd_bilal_tahir_007 · hunter

Topics

Developer ToolsArtificial IntelligenceBots