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Included from Pro

AEO Readiness

Win the AI answer, not just page one — build pages engines can quote.

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Part of the Novaverb platform — every system runs on your own crawl, Search Console and analytics data.

Answer engines and AI Overviews pull from structured data, entities, and clear question-and-answer content, but most sites have no idea which of their pages are actually ready to be cited. Guessing at AEO wastes schema and snippet work on the wrong pages.

AEO Readiness audits how answer-ready your pages are — structured data, FAQs, question coverage and the signals AI engines use to quote a source — and shows you the gaps.

Why teams choose it

What you get

Built for AI answers

Measure JSON-LD, FAQ and question coverage from your real crawl, so you know what's stopping engines from quoting you.

Calibration to Google's view

Compare what Novaverb crawls against what Google actually sees, and close the rendering gap.

Retrieval test

Ask your own content in natural language and see what an AI would retrieve — a preview of how engines read your site.

Capabilities

Inside AEO Readiness

01

Real readiness from your crawl

Novaverb measures your site's answer-engine readiness from your own crawl data, not a generic checklist. It scores structured-data coverage, answer-snippet coverage, and how many question-style pages actually carry answer schema, then rolls them into one readiness number. Every figure comes from pages we crawled on your active project.

  • Percent of HTML pages carrying JSON-LD
  • Meta-description (answer-snippet) coverage
  • Social card coverage
  • Blended readiness score
02

Schema type breakdown

It parses the JSON-LD on your pages and shows the full distribution of the schema types you publish, calling out the three answer engines lean on most: FAQ, How-To, and Q&A. You see exactly where answer-ready markup already exists and where it is missing.

  • FAQPage, HowTo, and QAPage counts
  • Full schema type distribution
  • Answer-critical types highlighted
  • Share of each type across your pages
03

Concrete answer opportunities

The tool lists the question-style pages whose titles ask how, what, or why but that still lack FAQ schema, ordered with the deepest content first. This is a ranked list of the pages most worth making answer-ready. The brief-writer table stays intentionally empty because the tool audits readiness rather than fabricate content.

  • Question pages missing FAQ schema
  • Ranked by content depth
  • Up to 25 opportunities surfaced
  • No fabricated briefs
Real data

What you can see

Concrete signals this system surfaces — measured, never fabricated.

Scoped to your active projectStructured-data coverage percentageFAQ, How-To, and Q&A page countsQuestion pages missing answer schemaCrawl-versus-Search-Console calibrationSemantic retrieval test over your pagesAvailable on paid plansNo fabricated briefs or numbers
How it works

From signal to action

1

Crawl your site

Run a scan so Novaverb captures every page's structured data, titles, and meta on your active project.

2

Read your readiness

See structured-data, snippet, and answer-schema coverage rolled into a single readiness score.

3

Reconcile with Google

Calibration matches your crawl against what Search Console actually serves, so you work on pages Google can see.

4

Test retrieval

Use the AI Retrieval Test to search your crawled content the way an answer engine would and confirm the right pages surface.

What's included

CalibrationAI Retrieval Test

In your plan

Included from Pro and up.
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Who it's for

Built for how you work

SEO leads adding an AEO track

Find which existing pages are one schema block away from being answer-ready.

Content teams planning FAQs

Get a ranked list of deep pages that ask questions but carry no FAQ markup.

Consultants auditing a new site

Show a client an honest, evidence-based readiness score instead of a generic AEO checklist.

The honest difference

Built to be trusted

Readiness is computed from your real crawl, never a template score.
Calibration reconciles your crawl against what Search Console actually serves.
It audits readiness and refuses to fabricate briefs or citations.
The platform

Works well with

AI Citation TrackerKnow where your brand is cited, missing, or replaced … NovaAssistantAsk Nova — a senior-SEO operator that reads your …
FAQ

Common questions

Does this write the AEO briefs for me?

No. The brief-writer table is intentionally empty; this tool audits how answer-ready your pages are and lists the best opportunities so you write them against real intent.

What makes a page count as an answer opportunity?

A page whose title asks a question, such as how, what, or why, that carries no FAQ schema yet, ranked with the deepest content first.

What is the AI Retrieval Test for?

It searches your crawled content semantically when the retrieval engine is configured and falls back to a real keyword search otherwise, so you can see whether the right pages surface for a question.

Do I need Search Console connected?

The core readiness audit runs on crawl data alone, but Calibration needs Search Console to reconcile which pages Google is actually serving.

AEO Readiness, and the whole platform behind it.

Request your invite to start, or see exactly what's included at each tier.

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