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How do I know what AI engines say about my brand?
The tool probes answer engines using buyer-shaped prompts to surface how your brand is framed.
It resolves every citation through a deterministic claim firewall to provide a visibility score.
Pillar I · Tools / LLM TrackerShipped · 2026-05-19Live
martechllcLLM TrackerThe first answer is no longer Google.
Answer-engine visibility instrument
The first answer is no longer Google.
It's the engine that read it for you.
Buyers now ask an answer engine before they touch your homepage. LLM Tracker probes the answer-engine cohort with the prompts your buyers actually ask, resolves every citation through a deterministic claim firewall, and shows you exactly how your brand is being framed — visibility, share of voice, sentiment, rank — plus the three moves to ship this week. View the frozen sample report.
Sample prompt · What's the best issue tracker for an engineering team that ships every day?
What we measure
Live- Answer engines
- ChatGPT · Gemini · Perplexity · Claude · AIOfive engines + Google AI Overview
- Per probe
- citations, AIO captures, share, rankevery claim traced to a real source
- Cadence
- weekly · on-demand · daily on Enterprisebudget-bounded, no overages
- Evidence
- recipe-ledger backedevery run reproducible
Try it now
Audit your own brand — right here.
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.
01 · The shift
Your buyer asked a question. An engine answered it.
The blue-link page is being replaced by a paragraph. That paragraph names a brand, quotes three sources, and ends the conversation. If your brand is the one it names, the buyer is already in your funnel. If it isn't, the funnel ended before it started — and the dashboards built for clicks won't tell you why.
Martech LLC's edge is not another vendor crawl. The instrument traces every answer back to source lineage, checks the counter-evidence before it recommends a move, and keeps the public proof separate from the operator console. You see the frame, the source, and the next action without exposing the admin surface.
02 · The instrument
Three moves — deterministic, accountable.
- 01Probe
Buyer-shaped prompts hit the answer-engine cohort with real keys — comparison, evaluation, discovery, transactional. Cost-capped server-side; no surprise spend.
- 02Resolve
Every URL named in an answer flows through a deterministic claim firewall. No invented sources. No hallucinated citations. Every link traceable back to the probe that produced it.
- 03Score
Visibility, share of voice, sentiment, average rank — and a competitor lattice. Plus the three next moves: which prompts you lost, which sources to court, which page to ship this week.
03 · Your world
The shortlist looks different in your category.
Visibility isn't one game. A SaaS buyer, an online shopper, and someone hiring a local service ask the engines completely different questions — and the engine names a different shortlist for each. Start where your buyers are.
SaaSAnswer-engine visibility for SaaSE-commerceAnswer-engine visibility for E-commerceAgenciesAnswer-engine visibility for AgenciesFintechAnswer-engine visibility for FintechLocal servicesAnswer-engine visibility for Local services
See all verticals05 · Two doors
One audit is free. The full instrument is invitation-only.
Free audit
See it once, no signup wall.
- · One audit per (email, domain) per 30 days.
- · Real probes against the answer-engine cohort.
- · Resolved citations · visibility · SOV · sentiment · rank.
- · Three concrete moves to ship this week.
- · Per-audit cost ceiling enforced server-side. No surprise charges.
Paid console · from $29/month
Run it on schedule. Catch a drop before your CMO does.
- · Weekly recurring audits by default; Enterprise unlocks daily or on-launch cadence.
- · Brand profiles · competitors · prompt sets · firewall strictness.
- · Alerts on visibility drop, sentiment dip, citation loss, drift, cost cap.
- · Multi-turn conversation probes · AI Overview capture.
- · Recommendations + draft-fix wizard for the move you ship next.
- · Exports — CSV / XLSX / PDF / ZIP — with a full audit ledger.
- · Public share links with revoke + TTL.
Invitation-only · reply within 48 h
06 · The honest part
What we will and will not do.
- How is this different from Search Console?
- Search Console reports clicks from the link-list page that buyers no longer see. LLM Tracker reports what the answer engines say before that page renders — the paragraph, the cited sources, the brand name they used.
- Which engines do you probe?
- The answer-engine cohort that buyers actually use, plus Google AI Overview. We don't advertise a brand list on public copy — it shifts as the cohort changes. Operator console exposes per-brand selection.
- What does the free audit cost me?
- Your email and your brand domain. The probe cost is on us — the free tier covers one ChatGPT audit per (email, domain) every 30 days, with 2 buyer prompts. Paid tiers (Starter / Operator / Scale) all run weekly across an expanding engine cohort and brand count. Daily, hourly, or on-launch cadence is Enterprise — custom build.
- Is my brand data shared with anyone?
- No. Probes are signed and cached on our own infrastructure. No third-party trackers, no resale, no LLM provider gets your competitor list joined to your email.
- How accurate are the citations?
- Every URL clears a deterministic claim firewall before it lands in your report — the same firewall the operator console uses. Hallucinated links are dropped, not displayed.
- What if my audit shows zero?
- That's the most actionable number we ship. We'll surface the prompts that produced silence, the sources getting cited instead, and the move to fix the gap.
Answer layer
Questions worth answering plainly.
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Is the LLM audit free?
Martech LLC provides a public audit that completes in approximately two minutes.
This allows practitioners to see their current answer-engine standing without initial cost.
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How do I get full access to the LLM Tracker console?
Users seeking scheduled runs, brand profiles, and AI Overview capture can request Beta access by contacting the founder via LinkedIn DM.
One number ends the meeting
Find out where you sit in two minutes.
Free, real, capped. One audit per (email, domain) per 30 days. The report is yours — print it, share it, walk into Monday with the number.