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Pillar I · Tools

Sharp instruments,
single-purpose.

Three tools shipped. LLM Tracker measures how the answer engines cite your brand — every score with its confidence interval, access by invite beta; Citerra scores any page for AI citability and hands back the fix for every gap; Auctera readies the paid placement. Measure, fix, re-measure. The next instrument lands when it's real.

3 shipped·0 queued·

Shipping ledger

  1. Shipped2026-05-19
    LLM TrackerProbes the answer-engine cohort with buyer-shaped prompts, verifies every citation, and scores how your brand is framed — every score with its confidence interval, never a bare number.
    Answer-engine visibility
  2. 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
  3. 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 accessSee the research

Answer layer

Questions worth answering plainly.

01

How does LLM Tracker measure brand citations in answer engines?

LLM Tracker monitors how top answer engines like ChatGPT, Perplexity, and Gemini reference your brand and content.

LLM Tracker continuously scans outputs from major answer engines to detect mentions of your brand or content. It provides a measurement preview for free, and full beta access includes historical tracking, citation context analysis, and competitive benchmarking. The tool uses a confidence band and source lineage to ensure accuracy.

02

What is the difference between Citerra and Auctera?

Citerra optimizes your content for organic AI citations, while Auctera prepares your landing pages for paid placement in AI-driven ads.

Citerra scores any page for AI citability across SEO, AEO, and GEO, then returns a paste-ready fix for every gap. Auctera evaluates a landing page's readiness for ChatGPT Ads and similar paid channels, focusing on relevance, engagement signals, and ad alignment. Both tools share the same operating standard: confidence bands, source lineage, and a cost ledger.

03

How do I get access to the beta tools?

Beta access to LLM Tracker and early previews of upcoming tools is granted via LinkedIn DM to the founder.

To join the closed beta, send a LinkedIn message to Sundar Ramesh Kumar, founder of Martech LLC. Mentioning your use case helps prioritize access. The beta provides first-crack on new releases and direct feedback channels with the product team.

04

Can I try LLM Tracker for free?

Yes, LLM Tracker offers a free measurement preview on its landing page without requiring a sign-up.

The LLM Tracker landing page at /tools/llm-tracker includes a free preview that gives you a snapshot of how answer engines cite your brand. No registration is needed. Full measurement capabilities, including continuous tracking and detailed reports, are available to beta participants.

Beta · 5 seats · request a seatRequest