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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
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17,045 products · 82,562 snapshots
Corpus

Corpus

Quiet signal

Harvest excerpts from your corpus (without AI flattening)

Launched 1mo ago
Signal
20
Velocity
0

What this means

40%Vote pace is below typical for Productivity.
Running at 40% of comparable launches.
+81%Launching in a 81% WoW growing category.
Notes had 29 launches this week vs 16 last.
16Founder Conviction Index: 16 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
3%
today
Projected end-of-day votes
3range 2–4
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.4×
153 Productivity launches

About

LLMs notoriously struggle with citing sources and tend to flatten when they mix sources and provide general summaries. There's a better way for simply recalling your own corpus. With Corpus, you can upload files within projects and search for excerpts. The search matches semantically, making it more powerful than typical searches but more focused than LLMs.

AI Summary

Corpus allows users to upload files and search for semantically matched excerpts within their projects, improving recall of specific information without the generalization common in LLMs. This tool enhances productivity by providing a focused search capability for personal content.

Attention & discussion velocity

Performance

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

Signal sources

2 of 6 active
  • Launch tracking8 readings since we picked it up
  • AI analysisProductivity
  • 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

Michael Mangialardi
@mikemangialardi94
rep 20
Michael Mangialardi
@mikemangialardi94 · hunter

Topics

TechProductivityNotes