LLM Tracker asks ChatGPT, Gemini, Perplexity, Claude, and Google AI Overview what your buyers ask — then shows the verbatim answers, the verified citations, and every score with its confidence interval. In beta now. No countdown timers. No dark patterns.
free · one live ChatGPT probe · answer in 30–60 seconds
Sample audit · linear.app
ReplayPrompt
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. Three instruments are live today — two of them close a loop.
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.
How it works
The same engine that renders the operator console runs every audit — repeat-sampled probes, verified citations, and a confidence interval on every number.
Start free: one live, search-grounded ChatGPT probe about your domain — the verbatim answer, the grounding verdict, and every source it cited, in 30–60 seconds. Real answer, no invented score.
The full instrument runs as an invite Beta — 5 seats, invite by conversation: every engine, scheduled cadence, the evidence ledger, and exports.
Score a page now
The score is free. The paste-ready fix for every gap unlocks with a work email.
Citations resolved
Engines in cohort
Probes landed
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.
One live, search-grounded ChatGPT probe about your domain — the verbatim answer, the grounding verdict, and every source it cited. Real answer, no invented score.
Run my free probe
30–60 seconds · report link is yours to share
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 live count on this page refreshes from the same Caliper pipeline the operator console runs on; every third-party figure links to its source. If something here is wrong, write to the desk.
From the desk · Sundar · 2026-07-02
Answer layer
Marketing intelligence infrastructure is a foundation of purpose-built components that deliver accountable, measured outcomes for performance marketers.
Unlike dashboards or marketing-tech resellers, Martech LLC provides engineered infrastructure: single-purpose tools, composable workflows, primary-source research frameworks, and a weekly signal feed. Each component is measured and accountable to a number, not theater.
Martech is engineered, not assembled; it prioritizes measurement and accountability over feature quantity.
Traditional stacks bundle hundreds of features; Martech offers four discrete surfaces that are purpose-built and independently measured. You integrate only what you need, and each piece reports its impact on a specific number.
The beta is open via LinkedIn DM to the founder; only five seats available.
Send a LinkedIn direct message to Sundar Ramesh Kumar expressing your interest. Include your role and how you plan to use the infrastructure. The beta is limited to five seats to ensure focused feedback.
Tools, Workflows, Research, and Signals — each a distinct surface for marketing intelligence.
Tools are single-purpose intelligence products. Workflows compose multiple tools into multi-step outcomes. Research provides primary-source frameworks. Signals is a weekly feed that tells you what matters now. All are measured and practitioner-first.