The free probe hits ChatGPT with two buyer-shaped prompts and ships a public report in 90 seconds. Paid tiers add Gemini, Claude, Perplexity, Google AI Overview capture, scheduled cadence, alerts, and exports. No signup wall. No dark patterns.
no signup wall · one audit per email · 90-second turnaround
Live audit · linear.app
LivePrompt
What's the best issue tracker for an engineering team that ships every day?
Not another AI tool for marketers. The instrument layer answer engines now sit between you and your buyer — measured, lineage-traced, and accountable to a CFO the day after a campaign ends. Two instruments are live today — here’s how they compound.
The shift, in numbers
The loop · why it compounds
Monitors tell you you’re invisible and stop. Auditors hand you a score and homework. Two instruments, one closed loop — the only one that measures how the answer engines cite you, fixes the page so they will, and proves the move.
Probe the answer-engine cohort with buyer-shaped prompts and resolve every citation through the firewall.
LLM Tracker
Visibility · share of voice · citations
Score the page for AI citability across SEO · AEO · GEO and get a paste-ready fix for every gap.
Citerra
On-page AI-readiness score + the fix for each gap
Re-probe the engines and watch the citation gap close. The number you started with is the number you beat.
Try it now
Drop a domain. We crawl the same Caliper pipeline that powers the operator console, send your audit by email, and link the public report below.
Score a page now
The score is free. The paste-ready fix for every gap unlocks with a work email.
Citations resolved
Engines probed
Tokens audited
Recipes live
From the desk · note 04
Dashboards were proliferating. Useful AI for the practitioner wasn’t. I built the thing I wished existed when a CFO asked where the ROAS went and the answer needed a citation, not a slide.
Sundar Ramesh Kumar · FounderRead the full note →
The instruments are free and run in minutes. The last door puts you in a small room with the people shipping this.
See your answer-engine map across ChatGPT, Gemini, Perplexity, Claude, and AI Overview. Public report. No signup wall.
Audit your brand
90 seconds · email report · linkable
Free · openGet your on-page AI-readiness score across SEO · AEO · GEO — and the paste-ready fix for every gap, built from your own content.
Score your page
instant score · a fix for every gap
Free · openScore a landing page for ChatGPT-Ads readiness and draft launch-ready ad copy before you spend.
See Auctera
Beta · readiness and assist
Five seats into the operator console. Weekly office hours with the founder. Build prompts, brand profiles, and scheduled audits together.
one paragraph on what you measure
Built quietly, shipped weekly. No countdown timers, no “limited spots”, no invented logos. Every number on this page refreshes from the same Caliper pipeline the operator console runs on. If something here is wrong, write to the desk.
From the desk · Sundar · 2026-05-21
Answer layer
Martech LLC is marketing intelligence infrastructure for the answer-engine era.
It builds single-purpose instruments that make a brand accountable in AI answers — measuring how engines like ChatGPT and Google AI cite you, and giving you the exact fixes to be cited. It is engineered, practitioner-first utility, not another dashboard.
Two tools are live and form a closed loop.
LLM Tracker measures how the answer engines cite your brand across ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews. Citerra scores any page for AI citability and returns a paste-ready fix for every gap. A third, Auctera, readies ChatGPT Ads and is in Beta.
It is the accountability loop the two tools form.
LLM Tracker measures whether the answer engines cite you, Citerra fixes the page so they will, and a re-probe proves the move. Most tools own only one half — monitoring or auditing; Martech LLC closes the full loop end to end.
Yes.
LLM Tracker runs a free probe once per 30 days, and Citerra scores any URL for free. The full Citerra analysis — the paste-ready fix for every gap, the report, and the verified badge — unlocks with a work email. Operator access to the console is by beta invitation — five seats.
Beta access is by invitation — five seats.
Send a short message — a paragraph on what you measure — to the founder on LinkedIn, or email [email protected]. The room is small; you will hear back within 48 hours.
Martech LLC is built by Sundar Ramesh Kumar, a paid-media and analytics practitioner and IMPACT 30 Under 30 founder.
The brand ships tools under one operating standard — confidence band, source lineage, and a cost ledger — and only when they are real.