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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
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17,045 products · 82,562 snapshots
DBShifts

DBShifts

Quiet signal

AI Agents Gateway

Launched 1mo ago
Signal
8
Velocity
0

What this means

10%Vote pace is below typical for this category.
Running at 10% of comparable launches.
+125%Launching in a 125% WoW growing category.
Data Visualization had 9 launches this week vs 4 last.
6Founder Conviction Index: 6 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
1%
today
Projected end-of-day votes
1range 1–1
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.1×
82 comparable launches

About

Give AI agents safe access to your data over MCP or REST with scoped tokens instead of passwords, PII masked on the server and every request recorded in a tamper-evident log. New: a prompt-injection shield, a one-click kill switch with auto-quarantine, and a preview that replays real agent traffic to show what a rule change would break.

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 tracking3 readings since we picked it up
  • AI analysisnot yet enriched
  • Comment intelligenceno discussion to analyse
  • 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

Lakshmi Sagar G
@lakshmi_sagar_g
rep 12
Lakshmi Sagar G
@lakshmi_sagar_g · hunter

Topics

DataData Visualization