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martechllc

Free answer-engine audit

2 minutes · cost-capped

See how the answer engines talk about your brand — before your competitor does.

Drop your domain. We run live probes against the answer-engine cohort with the prompts your buyers actually ask, resolve every citation through a deterministic claim firewall, and hand back the visibility number, the sources behind it, and three moves to ship this week. Real signal — no fabricated numbers.

  • Visibility %, share of voice, sentiment, and rank — your brand vs the cohort
  • Every citation the engine grounded against, claim-firewall verified
  • The buyer prompts you won — and the ones you lost
  • Three concrete moves to ship this week

Run your free audit

Real probes

One audit, no signup wall.

Two prompts your buyers actually ask(optional — we'll fill the rest with AI-discovered prompts)

You know your buyer better than the model does. Type two real questions a prospect might ask ChatGPT before they choose a vendor — we'll run the audit against those plus two AI-suggested prompts.

One audit per (email, domain) every 30 days · per-audit cost ceiling enforced server-side · no third-party trackers, hashed IP for rate-limit only.

How it works

  1. 1Ask the engines what your buyer asks.Free probe: ChatGPT · 2 prompts · once per 30 days.
  2. 2Resolve every citation through the firewall.Only URLs the engine actually grounded against count.
  3. 3Score brand vs cohort.Visibility, share, sentiment, rank — with the source quote inline.
  4. 4Ship three moves before Monday.The report closes with concrete, dated, attributable actions.

Why now

Every week you don’t look, the engines re-allocate the citation to whoever did. The buyer who asked never saw your name — and your dashboards never recorded the visit that didn’t happen.

Find out where you sit in two minutes.

Free, real, capped. The report is yours — print it, share it, walk into Monday with the number.

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