CiteLadder

Quiet signal

Open-source alternative to Peec & Profound for AI visibility

Launched 25d ago

Signal

Velocity

What this means

30%Vote pace is below typical for AI Agents.

Running at 30% of comparable launches.

14Founder Conviction Index: 14 — low signal.

Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability

today

Projected end-of-day votes

3range 2–4

Trajectory

stable

Vote pace holding steady.

Speed vs peers

0.3×

262 AI Agents launches

About

CiteLadder is now open source (AGPL-3.0). Self-host with Docker and your own API keys, or use Cloud. Track brand mentions and citations across ChatGPT, Gemini, Claude and Google AI Overviews. New: MCP with interactive views and approved changes, a public API, evidence-backed Agent drafts, Site Health, AI crawler logs and referral analytics, search data integrations, commerce intelligence and PDF reports. A self-hostable alternative to Peec and Profound. Provider usage costs apply.

AI Summary

CiteLadder is an open-source analytics tool for tracking brand mentions and citations across various AI platforms, available for self-hosting or cloud use. It offers features such as interactive views, a public API, and commerce intelligence, with associated provider usage costs.

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 tracking9 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 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.