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martechllc
Generative Engine OptimizationBeta

Build the page engines can cite.

When your buyers ask ChatGPT, Perplexity, or Google AI, your page is either the answer they quote — or it’s invisible. Paste any URL and Citerra scores its AI citability across SEO · AEO · GEO and hands you a precise, paste-ready fix for every gap.

Free during betaNo credit cardYour real score in seconds — paste a URL to start
Score your page free
Score your page — free~10s · no signup

Paste any URL to see its real AI-visibility score.

Quick check, then Score

Paste a URL to score the live page. Citerra reads the real page across SEO · AEO · GEO, then turns the measured gaps into the fix-by-fix report — free during beta.

Score across SEO · AEO · GEO

A fix for every gap

Paste-ready snippets

Built from your real content

AI-crawler reachability

Today → achievable score

01

We read your page

Exactly as it renders today — your real content, structure, and the evidence already on the page. Nothing invented.

02

We score every signal

Your page graded across SEO · AEO · GEO on 50+ citability signals — the same ones answer engines use to extract, trust, and quote a source.

03

You get the fix for each gap

A commercial report: your score today, the score you can reach, and a precise, paste-ready fix for every gap — built from your own content.

The shift

When buyers ask AI, it answers with a shortlist. Be on it.

The engine names a handful of sources and moves on. If your page isn’t one it can quote, you’re invisible — no matter how you rank. Citerra scores your page and hands you the exact fixes to become the source it reaches for.

AI answer

Today

Based on current sources, the platforms worth a look are:

  • Northstar
  • Apex
  • Lumen
Your brandnot cited

AI answer

With Citerra

Based on current sources, the platforms worth a look are:

  • Your brandcited
  • Northstar
  • Apex

The difference

Every other tool hands you a to-do list. Citerra hands you every fix.

Audits and AI-visibility trackers score your page and leave you the work. Citerra scores every signal and hands you the exact, paste-ready fix for each gap — built from your own content, prioritised, ready to ship.

Generic audits & trackers

A report and homework

  • A score and a list of problems to go solve
  • Generic advice — “add schema, write a summary, fix E-E-A-T”
  • A few example fixes, the rest left to you
  • Tuned for blue-link rankings, not for being the quoted answer
  • You still have to figure out — and write — every change

Citerra

What you get

A fix for every gap

  • Every parameter scored — nothing left vague
  • A precise, paste-ready fix for every gap, not just examples
  • Snippets built from your real content — title, schema, FAQ, copy
  • Built to be the source AI extracts and names in its answer
  • Drop the fixes into any stack — WordPress, Webflow, Shopify, code

Be the answer

Your buyers are asking AI right now. Be the answer it quotes.

Paste your URL, see your real on-page AI-readiness score across SEO · AEO · GEO, and get back a fix-by-fix report — every gap with a paste-ready snippet, built from your content. Free during beta.

Score my page free

The shift, in numbers

Why AI citability is now a measurable line item

Buyers have moved their first question into answer engines, and the numbers track it. Gartner forecasts that traditional search-engine volume will fall 25% by the end of 2026 as queries migrate to AI assistants (Alan Antin, VP Analyst, Gartner, Feb 2024).

AI Overviews now appear on roughly 48–60% of U.S. Google searches (BrightEdge, Feb 2026), and content engineered for generative engines can lift citation share materially — the basis of Citerra’s projections is the peer-reviewed Princeton “Generative Engine Optimization” study. When your buyers ask, your page is either the source the engine quotes — or it is invisible. Citerra tells you which, and exactly what to change.

Citerra compared with a typical SEO audit or AI-visibility tracker
What you getCiterraTypical audit / tracker
Signals scored50+ across SEO · AEO · GEOA single score or rank
What you do nextA paste-ready fix for every gapGeneric advice — “add schema, write a summary”
Built fromYour own page’s contentA generic checklist
Where it appliesAny stack — WordPress, Webflow, Shopify, codeLeft to you to figure out

Answer layer

Questions worth answering plainly.

01

What is Citerra?

Citerra is a report-only tool from Martech LLC that scores any live URL for AI citability across SEO, AEO, and GEO on 50+ signals, then returns a precise, paste-ready fix for every gap — built from your own page's content.

It does not rebuild or host your page; the deliverable is the score plus the prescription.

02

What does AI citability mean?

AI citability is how likely an answer engine — ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude — is to extract, trust, and quote your page as a source.

Citerra scores it across three lenses: SEO (foundations the crawlers read), AEO (answer-engine structure like FAQ and schema), and GEO (generative-engine signals like citations, statistics, and entity authority).

03

How much does Citerra cost?

The score is free — paste a URL and see your AI-citability number across SEO, AEO, and GEO in seconds.

The full analysis (the paste-ready fix for every gap, the PDF and leadership deck, and the embeddable verified badge) unlocks with your work email.

04

How is Citerra different from an SEO audit?

A traditional SEO audit scores your page and hands you generic homework.

Citerra scores every signal and hands you the exact, paste-ready fix for each gap — the snippet to drop in, prioritised by the points it recovers. It is built for answer engines, not just blue-link rankings.

05

Which engines and signals does Citerra check?

Citerra reads your page the way the answer-engine cohort does and checks 50+ signals across SEO (title, meta, headings, structured data), AEO (FAQ depth, Speakable, FAQPage and WebPage schema, chunk extractability), and GEO (statistics density, source citations, freshness, AI-crawler accessibility, and entity authority).

06

Do I need to install anything or change my CMS?

No.

Citerra returns fixes you can paste into any stack — WordPress, Webflow, Shopify, or hand-rolled code. There is no plugin, no rebuild, and no migration; you keep your page and apply the changes you choose.

07

Does a higher Citerra score guarantee more traffic?

No.

Point lifts are the rubric's deterministic projection once a fix is applied, and citation impact is grounded in published GEO research — neither is a guarantee of ranking or traffic. Citerra makes your page structurally easier for answer engines to cite; outcomes depend on your market and content.

08

How does Citerra relate to LLM Tracker?

They are two halves of one loop.

LLM Tracker measures whether the answer engines cite your brand; Citerra fixes the page so they will; then you re-measure to prove the move. Together they form Martech LLC's measure-fix-re-measure loop for answer-engine accountability.

09

How do I get my brand mentioned when buyers ask ChatGPT or Perplexity?

Score the page, then implement the fixes so answer engines can extract and cite it.

AI answer engines quote pages that lead with a clear, self-contained answer, make atomic source-backed claims, and expose structured data they trust. Paste your URL into Citerra and it scores your page across SEO, AEO, and GEO, then gives you a precise fix — with a paste-ready snippet — for every gap. Apply them to your live page and engines can read it, trust it, and are far more likely to quote you. No tool can guarantee a citation, but a page built this way is the kind they pull from.

10

What exactly do I get — a report or a rebuilt page?

A commercial report: every parameter scored, with a paste-ready fix for each gap. No rebuilt site, no code dump.

You get a commercial PDF report. It scores your live page across SEO·AEO·GEO on 50+ signals, shows your score today and the score you can reach, and gives every gap a precise instruction plus a paste-ready snippet (the rewritten title, the meta description, the JSON-LD block, the FAQ) built from your real content. Your team drops the fixes into your existing site — Citerra does not rebuild your page or hand you a separate site to host.

11

Does Citerra change my facts or invent content?

No — it never touches your page or fabricates anything; it tells you what to change, in your own words.

Citerra never edits your live page and never invents a metric, quote, or claim. The fixes and snippets are built from your own content — it restructures what your page already says into the shape engines quote (a direct answer up top, atomic source-backed claims, and the schema they trust). Because it is AI-assisted, the report ships with a notice to cross-examine every fix and claim with a developer and a marketer before you publish.

12

Can my team implement the fixes on WordPress, Webflow, or Shopify?

Yes — every fix is a precise instruction plus a paste-ready snippet that drops into any stack.

Every gap in the report comes with a copy-paste snippet — an HTML block, a JSON-LD schema, or rewritten copy — and a plain instruction for where it goes. Because they're standard on-page changes, your team can apply them on WordPress, Webflow, Shopify, or any framework, no migration required. The report works top-down so you start with the highest-impact fixes.

13

How long does it take, and what does it cost?

A couple of minutes per page, and it's free during beta.

Paste a URL and Citerra reads the page, scores it across SEO·AEO·GEO, and writes the fix-by-fix plan in a couple of minutes. It is free during the beta, with no credit card required — you only need the URL of the page you want to optimize.

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