A fixed-scope AI visibility audit. You keep the report either way.

We already give away a free grader, and we run retainers. Between those two there was nothing. This is the piece in the middle: an agreed prompt set, six engines, both your languages, every answer stored with its date, and a document that tells you what is wrong and in what order to fix it. No retainer attached.

Request the audit
  • What you get

    • A written report, the raw answer archive, and a prioritized fix list your own team could execute.
  • How long

    • Two to three weeks from the scoping call, depending on how many languages and markets are in scope.
  • What it costs

    • Priced after a short scoping call, because the work depends on the number of prompts, engines and languages.
  • What happens after

    • Nothing, unless you want it to. The report is yours whether you engage us or take it to another team.

Why a fixed-scope audit exists at all

Most agencies in this category sell a retainer or nothing. That works badly for two kinds of buyer: the one who needs to know how bad the problem is before they can get budget approved, and the one who has an internal team and only needs the diagnosis.

A price band has formed for this internationally, roughly fifteen hundred to five thousand US dollars for a serious audit. We price after a scoping call rather than publishing one number, because a single-market English audit and a five-market bilingual one are not the same job and pretending otherwise means one of you is overpaying.

If your budget is zero, run the free grader first. It will tell you whether this is worth paying for.

What we measure

The prompt set

Between forty and eighty questions, agreed with you before we start, written the way your buyers actually ask rather than the way your marketing describes you. It covers six question types: the direct question about your name, the open recommendation where you are not mentioned, the comparison against your real alternatives, the trust question your sales team dreads, the question about your founder or key people, and the same set again in the other language your market uses.

The unnamed recommendation question is the one most audits skip and the one that most often reveals the expensive problem.

Six engines, separately

ChatGPT with search on and off, Perplexity, Google AI Overviews, Google AI Mode and Gemini, Claude, and Microsoft Copilot. Reported per engine. We do not produce a single blended visibility score, because six engines disagree constantly and an average hides the one that is failing.

The retrieval-versus-memory diagnosis

For every wrong answer, we determine whether the claim came from a live page you can fix, from training memory you cannot, or from a gap the engine filled by inventing something. Doing the wrong work for the wrong cause wastes a quarter, and this is the finding that prevents it.

Source tracing

Every problem answer traced back to what produced it. Perplexity numbers its citations, which does most of the work. The others need comparison runs. What comes back is a specific list of pages, listings and threads rather than a general sense that the internet is unkind.

Access and technical check

Whether AI crawlers can reach you at all, whether anything is blocked by accident, whether your critical content renders without JavaScript, and whether your structured data says what your pages say. Several audits stop before this and it is where a surprising number of root causes are.

What you receive

The answer archive. Every prompt, every engine, the full answer text, the date, and whether search was on. This is the only evidence base that exists, because nothing is retained on the engine side. It is yours as raw data, not a summary.

The findings document. What each engine says, sorted into stale, merged, invented and absent, with the traced source for each.

The fix list. Prioritized by expected effect against effort, written so your own team could execute it. Anything that cannot be fixed is marked as such with the reason, rather than left implying it can.

A walkthrough call. One hour, with whoever needs to be in the room.

What we will tell you

If the audit finds that your AI answers are basically fine, we will say so and we will not follow it with a retainer proposal. Some brands are in better shape than they fear.

If it finds that the negative thing being repeated is accurate, we will say that too. No amount of source work outruns a real operational problem, and you should hear it from the audit rather than after six months of invoices.

And if the honest answer is that your problem is not AI visibility but conversion, or ranking, or something else entirely, that goes in the report.

Three ways in

Free grader, fixed audit, or retainer

Pick the smallest one that answers your question. We would rather you started free than bought the wrong thing.

Free AI visibility grader
Fixed-scope AI search audit
Cost
Free AI visibility graderNothing.
Fixed-scope AI search auditPriced after a scoping call.
Prompts
Free AI visibility graderA short automated set we choose.
Fixed-scope AI search auditForty to eighty, agreed with you, in your market’s languages.
Engines
Free AI visibility graderA sample.
Fixed-scope AI search auditAll six, reported separately, with search on and off where possible.
Diagnosis
Free AI visibility graderA score and the headline issues.
Fixed-scope AI search auditEvery wrong answer traced to its source, with retrieval against memory established.
You keep
Free AI visibility graderA summary.
Fixed-scope AI search auditThe full answer archive as raw data, plus the findings and the fix list.
What happens next
Free AI visibility graderRead it and decide.
Fixed-scope AI search auditYour team can execute the fix list without us. That is the point.

The retainer is the third option and it is on the GEO and AI reputation pages. This one deliberately does not require it.

How the audit runs

  1. Scoping call

    Day 1

    • Your markets, your languages and your real competitors
    • The questions your buyers ask before contacting you
    • How many prompts and engines the job actually needs
    • A fixed price and a delivery date, agreed before anything starts
  2. Measurement

    Week 1 to 2

    • The agreed prompt set run across six engines, in clean sessions
    • ChatGPT run twice, with search on and off, for the memory test
    • Every answer stored with prompt, engine, date and search state
    • Both languages run separately where your market is bilingual
  3. Diagnosis

    Week 2

    • Each problem answer sorted into stale, merged, invented or absent
    • Traced back to the specific page, listing or thread that produced it
    • Crawler access, rendering and structured data checked
    • Anything that cannot be fixed marked as such, with the reason
  4. Delivery

    Week 2 to 3

    • Findings document, fix list and the raw answer archive
    • One-hour walkthrough with whoever needs to be there
    • No retainer proposal attached unless you ask for one
    • The report is yours regardless of what you do next

Deliverables

What lands in your inbox

Four things, all of them yours to keep and to hand to another team if you prefer.

01 Included

The answer archive

Every prompt, engine, date and full answer text as raw data. Nothing is retained on the engine side, so this is the only record that will exist.

02 Included

Per-engine findings

What each of the six says about you, sorted into stale, merged, invented and absent. Never blended into one score.

03 Included

Source tracing

The specific pages, listings and threads producing each wrong answer, rather than a general diagnosis.

04 Included

Retrieval or memory

For each wrong claim, whether it is fixable now or waiting on a model release. This decides your next quarter.

05 Included

The prioritized fix list

Ordered by expected effect against effort, written so your own team could execute it.

06 Included

A walkthrough call

One hour with the people who need to understand it, not a slide deck sent over email.

Want to know what this would cost for your brand?

Tell us your markets and languages on a short call and we will quote a fixed price and a date before any work starts.

Request the audit No obligation, reply within 24 hours.

How we report it

Two clients, two completely different engine shapes

Across 22.7 million AI citations, 79.6% of sources appeared on one engine only, and Perplexity never cites 89.1% of what ChatGPT cites for the same question. That is why the audit reports six engines separately.

Delta Medical Labs

5,570 pages cited across AI assistants, July 2026

  • 3,600AI Overview
  • 1,800AI Mode
  • 130ChatGPT
  • 40Gemini

Eduverse

171 pages cited across AI assistants, August 2026

  • 65AI Mode
  • 59AI Overview
  • 47ChatGPT
  • 89.1%of the sites ChatGPT cites, Perplexity never touches for the same questionWellows, 804,058 answers, Sept 2025 to May 2026
  • 79.6%of sources appear on one engine only22.7M citations across 1,146,483 questions, 2026
  • 46xgap in brand citation rate between ChatGPT at 0.59% and Perplexity at 13.05%Study of 34,234 AI responses, 2026

Delta’s AI Overview count is 27 times its ChatGPT count. Eduverse’s top and bottom engines sit 18 pages apart. Same agency, same method, opposite shapes. Any single score we quoted you would have described neither.

Request the audit

What lands in your inbox

The audit deliverables, itemised

Scoped before work starts. Everything here is yours to keep and to hand to another team if you prefer.

  • The answer archive

    Every prompt, engine, date, search state and full answer text, as raw data rather than a summary. Nothing is retained on the engine side, so this is the only record that will exist.

    Automated capture, reviewed by an analystOnce, at delivery
  • Per-engine findings

    What each of the six engines says about you, sorted into stale, merged, invented and absent. Never blended into one score.

    Our GEO teamOnce
  • Source tracing

    The specific pages, listings and threads producing each wrong answer, named rather than described.

    Our GEO teamOnce
  • Retrieval or memory verdict

    For every wrong claim, whether it is fixable now or waiting on a model release. This decides your next quarter.

    Our GEO leadOnce
  • The prioritised fix list

    Ordered by expected effect against effort, written so your own team could execute it without us.

    Our GEO leadOnce
  • Walkthrough call

    One hour with whoever needs to understand it. Not a deck emailed over.

    Beshoy AdelOnce

Questions about the AI search audit

It is priced after a scoping call. A single-market English audit and a five-market bilingual one are very different jobs, and publishing one number would mean one of you overpays. The band internationally for serious audits of this type runs from roughly fifteen hundred to five thousand US dollars.

No. The report is yours whether you engage us, take it to another agency, or hand it to your own team. If we thought a retainer was the only way to make this useful we would not sell the audit separately.

The grader runs a short automated set on a sample of engines and gives you a score. This runs an agreed prompt set of forty to eighty questions across all six, traces the sources, and hands you the raw archive. Start with the grader if you are unsure.

Yes, and it is usually the half nobody has ever checked. Arabic answers draw on a much thinner source pool, so they are frequently worse and always reported separately.

Two to three weeks from the scoping call. Longer if the scope covers several markets and languages, and we will tell you that before you commit rather than after.

Then it says that, and there is no retainer proposal attached. Some brands are in better shape than they fear, and finding that out for a fixed fee is a reasonable outcome.

More on measuring AI visibility

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    Study: The State of Arabic AI Citations in 2026

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    Study: AI Search Optimization in the Middle East: The Arabic Citation Gap

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    Eduverse Online School SEO Case Study: 151K Sessions and 75% Organic Share in 1 Year

  • Svg
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    How to Get Into the Listicles AI Actually Cites

Related services

  • Svg Generative Engine Optimization

    The retainer that acts on what the audit finds

  • Svg AI Reputation Management

    When the problem is what engines say rather than whether they mention you

  • Svg AI Visibility Grader

    The free version, if you are not ready to commission anything

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