Pillar I · Tools

Sharp instruments,
single-purpose.

Two tools shipped — a closed loop. LLM Tracker measures how the answer engines cite your brand; Citerra scores any page for AI citability and hands back the fix for every gap. Measure, fix, re-measure. The next instrument lands when it's real.

3 shipped·0 queued·2026-05-25 09:02 IST

Shipping ledger

Shipped2026-05-19
LLM TrackerProbes the answer-engine cohort with buyer-shaped prompts, resolves every citation through a deterministic firewall, and scores how your brand is framed — visibility, share of voice, sentiment, and rank.
Answer-engine visibility
Shipped2026-05-22
CiterraScores any live URL for AI citability across SEO · AEO · GEO on 50+ signals, then hands back a precise, paste-ready fix for every gap — the prescription that closes the loop with LLM Tracker.
AI citability scoring
Shipped2026-05-29
AucteraTurns any landing page into a ChatGPT-Ads readiness score and drafts launch-ready ad copy and audience hints — so when you buy answer-engine attention, you spend it ready, not guessing. Readiness and assist, not campaign management.
ChatGPT Ads readiness

How tools get added

Tools land in the beta first, then the next door opens.

Feedback from the beta shapes the first release. If you want first-crack on the lineup as it forms, the way in is a LinkedIn message to the founder with one paragraph on what you measure.

Request access See the research

Answer layer

Questions worth answering plainly.

How do I track my brand in AI search engines?

Use the LLM Tracker tool to monitor visibility across platforms like Perplexity, Gemini, and ChatGPT.

When will new tools be added to the platform?

Tools are added only when they are fully shipped and operational.

The platform does not publish speculative roadmaps.

How can I get early access to upcoming tools?

Closed-beta access for upcoming releases is available via LinkedIn DM to the founder.