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Markets
  • Signal Feed
  • Startups
  • Categories
  • Founders
  • Revenue
  • Beyond the launch
Intelligence
  • Content Desk
  • Editorial QA
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  • Trends
Lab
  • Metric Bench
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  • Smart Search
Yours
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3,196 products · 14,861 snapshots
GBrain

GBrain

Notable signal

Plug your own memory, tools, and skills into any AI

Launched 8h ago
Signal
60
Velocity
0

What this means

22.8×Growing 22.8× faster than the typical comparable launch.
Compared to 12 comparable launches at the same age.
31%Mid-tier finish likely.
Projecting attention of 91 by end of day-1.
+52%Launching in a 52% WoW growing category.
Artificial Intelligence had 672 launches this week vs 442 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
31%
today
Projected end-of-day votes
91range 68–123
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
22.8×
12 comparable launches

About

GBrain gives you a memory and a set of connected accounts that every AI can reach. Write a note in Claude Code and ChatGPT knows it. Connect Gmail once and Cursor can search it with no key in a config file. The memory is a folder of markdown files you can read, correct and take with you. Run it on your own inference or ours, in a workspace your whole team shares. $100 off the first month for a team workspace at https://gbrain.io/gratis/product-hunt

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement7
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.
85/8
Timeliness5%100
carried 7%
Trend20%40
carried 27%
Novelty15%5
carried 20%
Business15%4
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

2 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 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

Jamie Mercurio
Jamie Mercurio
@jamison_mercurio
rep 23
Brad Gessler
@bradgessler · hunter

Topics

Artificial IntelligenceProductivityBusiness