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AI Search Visibility Snapshot

Enter your domain and we fetch it live, score the same ten readiness signals we used on 160 software websites in our 2026 benchmark, and show you exactly where you sit against the median of 7 out of 10.

We fetch your homepage, robots.txt, llms.txt, and sitemap.xml live, score the same ten signals as our 2026 benchmark, and email you the scorecard. No modeled numbers, no metered credits, no obligation.

The short answer

Answer engines can only quote what they can parse. This snapshot reports whether the machine-readable layer of your site exists, names the gaps, and tells you what to do about each one. It is a read on your foundation, not a promise about citations.

  • Ten binary signals, scored from live HTTP responses on your own domain
  • Compared against 160 software sites crawled on 2026-08-09
  • Per-signal fix instructions plus your AI crawler policy, emailed to you
  • Nothing metered, nothing modeled, no credit card

What happens next

A read, then a decision

A visibility platform gives your team access to a dashboard. Momentence takes accountability for the outcome, and reports on pipeline rather than on task usage.

01

Fix it yourself

Every failed signal comes with the specific fix. Most are a one-time engineering task, and we would rather you shipped them than paid anyone to.

02

Go deeper on measurement

Technical readiness is step one. Prompt-level tracking across ChatGPT, AI Overviews, Perplexity, Gemini, and Claude is how you learn whether it moved anything.

03

Hand us the whole layer

If you want the site, SEO, AEO, GEO, content, and paid run as one program with pipeline accountability, our pricing is public and the terms are flat.

Read the benchmark behind the scoreHow we measure AI visibilitySee pricing

FAQ

Questions about the snapshot

We fetch your homepage HTML, robots.txt, llms.txt, and sitemap.xml at request time and score ten binary signals: meta description, canonical tag, single H1, valid robots.txt, sitemap declared in robots.txt, sitemap.xml at the root, any JSON-LD, Organization schema, llms.txt, and FAQPage schema. We also read your robots.txt for the six most common AI crawlers and report whether each is allowed, blocked, or unaddressed.
No. Every line in your result is a fact about a real HTTP response. If a request fails, the signal reads as absent and the detail line says we could not read it. We do not execute JavaScript, because the signals that matter here are the ones a retrieval crawler reads without rendering.
No, and we will not claim it does. This measures machine legibility, which is a precondition for citation rather than a cause of it. Citation also depends on content quality, topical authority, and third-party corpus signals that no crawl of your own domain can observe.
So we can send you the written scorecard and so a real person can follow up if you want help. There is no drip sequence and no gated upsell. Full pricing is published at momentence.com/pricing.
A platform gives you a dashboard and meters your usage. This snapshot is one honest read of your technical foundation plus the specific fixes, and if you want the work done, it is a flat retainer with no seats, tasks, or tracked-prompt caps.

Want the gaps closed, not just listed?

Send us your snapshot on a 30 minute call. We will tell you honestly whether this is an engineering ticket or a growth program.

Book a growth callsales@momentence.com