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AI SEO Agency

Most AI SEO proposals are a content retainer with a new name on the invoice. The work that actually decides whether ChatGPT, Perplexity or Google’s AI surfaces cite your business is narrower, more technical and far more checkable than that — and it starts with a file most agencies never ask for.

You do not rank in an AI answer. You become one of three or four sources it quotes. That is a different problem from SEO, and most sites fail it for reasons that have nothing to do with their content.

What an AI SEO agency actually does

Six things, in this order. The order matters more than any individual item, because a failure at step one makes everything after it irrelevant.

  1. Proves crawler access from your server logs. Not from robots.txt — from ninety days of logs showing which AI crawlers actually fetched which URLs.
  2. Tests whether your pages render without JavaScript. Many AI crawlers execute little or none. A page that assembles itself in the browser can return an empty shell to them.
  3. Fixes indexation. AI search surfaces retrieve from web indexes. A page that is not indexed cannot be retrieved from one.
  4. Restructures pages so the answer leads. Retrieval selects passages, not pages. A passage has to answer its own heading and survive being lifted out of context.
  5. Builds third-party corroboration. What others say about you carries weight directly, not only through links.
  6. Measures against a fixed prompt set. Same wording every month, reported separately from the technical work.

Only the first two are genuinely new relative to conventional SEO. The rest is emphasis on things that already mattered — which is why an AI SEO engagement should sit inside your search programme rather than beside it as a second budget line.

The one question that separates real providers from the rest

Ask whether they want your server logs.

Everything else in an AI SEO pitch is assertion. The log is the only artefact that settles whether anyone has examined your site, and it answers the question most sites actually fail on: are the crawlers arriving at all? A provider who does not want your logs is not checking the one thing that can be checked.

Four follow-ups do most of the remaining filtering, and they are worth asking in writing so the answers can be compared across providers.

Ask thisA good answer sounds likeA warning sign sounds like
Do you want our server logs?Yes — ninety days, rawWe use our own tools
Which crawlers will you test, by name?GPTBot, OAI-SearchBot, ChatGPT-User, PerplexityBot, Google-Extended, ClaudeBot, BingbotAll the major AI platforms
Will you render our templates without JavaScript?Yes, and we will show you the outputOur crawler handles that
What will you measure before starting?A dated baseline against fixed prompt wording, handed to youWe report monthly
Who implements the fixes?Stated explicitly, either wayWe will guide your team
What will you not claim?No guaranteed placements; surfaces behave differentlyWe can get you into ChatGPT

What nobody can sell you

There is no advertising inventory inside a ChatGPT answer. There is no submission process. There is no paid tier that changes your standing. Any agency offering guaranteed placement in an AI answer is describing something that does not exist.

That absence is precisely why the technical work has leverage. Everyone competes on the same terms, and most competitors have not done the work — in our audits the majority of sites are failing on crawler access or rendering, both of which are cheap to fix once found.

Where the gains actually come from

LeverEffortTime to showImpact
Unblocking the crawlerMinutesDays, in logsDecisive — binary
Server-side renderingConfiguration, occasionally a build changeWeeksVery high
Answer-first restructuringAn editorial pass per pageWeeksHigh
Indexation fixesHours to daysWeeksHigh
Entity consistencyAn afternoonWeeks to monthsModerate
Schema reconciliationHoursWeeksModerate
Third-party corroborationOngoing, monthsMonthsHigh, slow, durable
Publishing more blog postsHigh, ongoing–Usually dilutes

The last row is not a joke. Volume produced to hit a cadence dilutes the pages that could have been cited, consumes budget that should have gone to rendering and structure, and creates a maintenance liability that grows every month.

AI SEO, AEO, GEO, LLM SEO — is there a difference?

Not in the work. Four labels, four communities, one discipline. AI SEO is simply the phrase most buyers type; answer engine optimization is the more precise description; generative engine optimization came out of vendor and academic writing; LLM SEO is what technical teams call it.

The only practical consequence is that comparing providers is harder, because two agencies can describe identical deliverables under different names. Ignore the label. Compare the deliverables.

TermWho uses itWhat it emphasises
AI SEOMost buyersContinuity with the SEO they already understand
Answer engine optimization (AEO)Practitioners and agenciesBeing the answer rather than the link
Generative engine optimization (GEO)Vendor and academic writingThe generative surface itself
LLM SEOTechnical teamsThe model and retrieval layer
AI search optimizationEnterprise and analyst writingThe search surface specifically

Does AI SEO replace your SEO programme?

No — it depends on it. The AI search surfaces retrieve from web indexes, so a page that is not indexed cannot appear in an AI answer at all. Anyone selling AI SEO as a replacement for search work is describing a dependency as an alternative.

What changes is emphasis. Google renders JavaScript reasonably well; many AI crawlers do not, so a rendering fault that costs you a little in Google costs you everything here. Google shows ten results; an assistant shows three or four sources, so the tail does not exist. And Google’s ranking leans on links, while retrieval leans on whether your passage answers the question and whether anyone else corroborates it.

What we deliver

Six documents, all of them inspectable, none of them dependent on us continuing to be engaged.

DeliverableWhat it contains
Crawler access reportWhich AI crawlers arrived, which URLs they fetched, across ninety days of logs
Render auditWhat each commercial template contains with JavaScript disabled
Structure and schema findingsWhere your answer sits in each section, and where markup disagrees with the page
Entity fileOne canonical description of the business, and every place it needs applying
Prompt set and baselineFixed wording, dated results, competitors named — yours permanently
Remediation planSequenced by expected effect, with dependencies noted

There is no proprietary visibility score anywhere in that list. A composite number only we can calculate would be comparable to nothing outside our own reporting, which makes it useless the first time somebody senior asks what good looks like.

How long it takes

Crawler access changes appear in server logs within days. Rendering and structural changes take weeks. Citation frequency against a fixed prompt set moves over months, and it is noisy — treat a trend as real when it survives three measurements, not when it appears in one.

The audit itself runs in one to two weeks from the point we have logs and staging access. Log access is almost always the critical path, so it is worth requesting before anything else.

Who this is for

  • B2B and SaaS — long cycles, and buyers increasingly shortlist by asking an assistant who does this kind of work.
  • Professional services — the recommendation question is the buying moment.
  • Ecommerce — product and comparison pages are the prize, and client-side rendered product data is a very common failure here.
  • Local services — assistants answer local questions, drawing on the same inputs as local search.
  • Small single-location businesses — frequently the best outcome, because a twelve-page technical surface can be made completely correct in a fortnight.

What to do before you hire anyone

Two things, and they cost an hour between them.

  1. Ask ChatGPT, Perplexity and Google’s AI surfaces the ten questions your buyers would actually ask — the category question, not your brand name. Write down who appears.
  2. Request ninety days of raw server logs from whoever hosts your site.

Those two steps determine everything that should happen next, and either may tell you the problem is smaller or different from what you assumed.

Related reading

Updated September 2026 · Written and maintained by the Progression Agency strategy team

Most AI SEO proposals are a content retainer with a new name on it. The work that decides whether AI answers cite you is narrower and more checkable than that — and it starts with a file most agencies never ask for.

On this page · 46 sections
  1. What is an AI SEO agency?
  2. What does an AI SEO agency actually do?
  3. Is AI SEO the same as AEO, GEO and LLM SEO?
  4. Does AI SEO replace traditional SEO?
  5. What is genuinely new, and what is just SEO?
  6. How do you choose between AI SEO companies?
  7. What are the warning signs?
  8. Can an AI SEO agency guarantee I appear in ChatGPT?
  9. How much does an AI SEO agency cost?
  10. What is a reasonable engagement shape?
  11. How long does AI SEO take to work?
  12. What moves the needle most?
  13. Which crawlers should be allowed?
  14. Does blocking Google-Extended remove me from Google Search?
  15. Why does rendering matter so much more here?
  16. How do I test rendering myself?
  17. What does answer-first structure mean?
  18. Does keyword density matter for AI SEO?
  19. Does schema markup help?
  20. Does llms.txt do anything?
  21. Do backlinks still matter?
  22. What is entity consistency and why does it matter?
  23. How is AI SEO measured?
  24. What should a monthly AI SEO report contain?
  25. Do I need an AI SEO tool as well?
  26. What is the difference between an AI SEO agency and an AI SEO consultant?
  27. What is an AI SEO expert or specialist?
  28. Does this work for B2B?
  29. Does it work for ecommerce?
  30. Does it work for local businesses?
  31. Is this worth it for a small business?
  32. What if I already have an SEO agency?
  33. Should AI SEO be a separate budget line?
  34. What does an AI SEO audit include?
  35. How often should the work be re-checked?
  36. What does Progression actually deliver?
  37. Do AI assistants send actual traffic, or just mentions?
  38. Should I block AI crawlers to protect my content?
  39. What happens if I do nothing?
  40. How is this different from what my SEO agency already reports?
  41. Can I do this in-house?
  42. What does a first month look like?
  43. What will you not do?
  44. How do I start?
  45. More from Progression Agency
  46. Video: AI, search and how visibility is measured

The short answerAn AI SEO agency makes a business findable and quotable in AI-generated answers as well as in conventional search. The work is six things in order: crawler access proved from server logs, rendering that survives without JavaScript, indexation, answer-first structure, third-party corroboration, and measurement against a fixed prompt set. AI SEO, AEO, GEO and LLM SEO are four names for it. Nobody can guarantee placement in an AI answer, and anyone offering to is describing something that does not exist.

Updated September 2026. Crawler names and assistant behaviour change; the technical checks here are re-verified quarterly.

What an AI SEO agency is actually responsible for
An agency that only does the last two is selling a content retainer with AI in the name.

What is an AI SEO agency?

An agency that makes a business findable and quotable in AI-generated answers — ChatGPT, Google's AI surfaces, Perplexity and Copilot — as well as in conventional search results. The work is crawler access, rendering, indexation, answer structure, corroboration and measurement.

The label is unsettled. The same service is sold as answer engine optimization, generative engine optimization, LLM SEO and AI search optimization. AI SEO is simply the phrase most buyers type, which is why this page uses it. Nothing about the engagement changes with the name.

What does an AI SEO agency actually do?

Six things, in order: proves from server logs whether AI crawlers can reach you, tests whether your pages render without JavaScript, fixes indexation, restructures pages so answers lead, builds third-party corroboration, and measures against a fixed prompt set.

Crawler access — Workstream. Letting the right bots in, proved from logs.
Rendering — Workstream. Answer present without JavaScript.
Indexation — Workstream. Conventional SEO, still the foundation.
Answer structure — Workstream. Passages that stand alone.
Corroboration — Workstream. What others say about you.
Measurement — Workstream. Fixed prompt set, re-run unchanged.

Crawler access

Allowing GPTBot, OAI-SearchBot, ChatGPT-User, PerplexityBot, Google-Extended and Bingbot, then proving from ninety days of logs that they actually arrived. Robots.txt states an intention; a log records what happened.

Rendering

Fetching every commercial template with JavaScript disabled and reading what remains. This is where the expensive failures live, and no browser test will show it to you.

Indexation

Conventional technical SEO. AI search surfaces draw on web indexes, so a page that is not indexed cannot be retrieved from them.

Answer structure

Rewriting so each section answers its own heading immediately and the passage still makes sense lifted out of context.

Corroboration

Trade coverage, accurate listings, client-hosted case studies. The slowest workstream and the one that most separates cited businesses from uncited ones.

Measurement

A fixed prompt set, re-run with identical wording, reported separately from the technical work.

Is AI SEO the same as AEO, GEO and LLM SEO?

Substantially, yes. Four labels for one body of work, which emerged from four different communities — buyers, practitioners, academic writing and technical teams.

This matters only because it makes comparison harder. Two agencies can describe identical deliverables under different names, and a third can describe something much narrower under the same name as the first two. Ignore the label and compare what is actually delivered.

AI SEO — Term. What most buyers type.
AEO — Term. Answer engine optimization.
GEO — Term. Generative engine optimization.
LLM SEO — Term. The technical framing.
AI search optimization — Term. Enterprise and analyst phrasing.
AI visibility — Term. The outcome, not the method.
The same service under five names
1 = low, 3 = high. AI SEO is the phrase most buyers type and the least precise of the five.

Does AI SEO replace traditional SEO?

No. It depends on it. The AI search surfaces retrieve from web indexes, so a page that is not indexed cannot appear in an AI answer at all. Anyone selling AI SEO as a replacement is describing a dependency as an alternative.

What is genuinely new, and what is just SEO?

Two things are new: a second set of crawlers with their own rules, and rendering requirements much stricter than Google's. Everything else is emphasis.

Genuinely new: a second crawler set

Conventional SEO never had to think about GPTBot or PerplexityBot. Blocking them by accident is the commonest failure we find, and it is invisible to every conventional SEO audit.

Genuinely new: stricter rendering

Google renders JavaScript reasonably well. Many AI crawlers execute little or none, so a rendering fault that costs a little in Google costs everything here.

Emphasis: passage structure

Always good practice; now decisive, because retrieval selects passages rather than pages.

Emphasis: corroboration

Always mattered through links; now matters directly, because assistants weigh what third parties say.

Emphasis: entity consistency

Always untidy; now produces visibly wrong answers about your business.

Unchanged: indexation and site health

The foundation, and the part that serves both channels at once.

Always mattered through links; now matters directly, because assistants weigh what third parties say.

How do you choose between AI SEO companies?

Ask whether they want your server logs. It is the one artefact that settles whether anyone has actually examined your site, and a provider who does not want it is not checking the only thing that can be checked.

How to choose between AI SEO companies
A provider who answers all four clearly is doing the work, whatever they call it.

Do you want our server logs?

Without them, the crawler-access stage is guesswork, and that is the stage most sites fail.

Which crawler user agents will you test, by name?

The list is short and public. 'All major AI platforms' means nobody has opened a log file.

Will you render our templates without JavaScript and show us the output?

Ten minutes per template, and it finds the most expensive failure there is.

What will you measure before we start?

A baseline against fixed wording, handed to you. Without it, no later claim of improvement can be checked.

Who implements the fixes?

Much of this is developer work. A provider producing recommendations for your team should say so, because it changes your cost and timeline.

What will you not claim?

Honest scopes name their limits. Guaranteed placement in an AI answer cannot be sold by anyone.

What separates an AI SEO agency from an SEO agency with a new page
The first row eliminates more candidates than the other eight combined.

What are the warning signs?

Guaranteed AI placements, a proprietary score presented as the outcome, more blog posts offered as the remedy, no interest in your server logs, and an inability to name a single crawler.

Guaranteed AI placements — Warning sign. Nobody can sell these.
A proprietary score as the outcome — Warning sign. Comparable to nothing outside the tool.
More blog posts as the remedy — Warning sign. Volume dilutes; clarity concentrates.
No interest in your logs — Warning sign. The one checkable artefact, skipped.
'All major AI platforms' — Warning sign. Name them or you have not looked.
Twelve-month lock-in — Warning sign. Work that proves itself needs no cage.

Can an AI SEO agency guarantee I appear in ChatGPT?

No, and nobody can. There is no ad inventory inside a ChatGPT answer, no submission process, and no paid placement. What can be guaranteed is the controllable part: that crawlers can reach you, that your pages render, that your answers lead, and that measurement exists.

How much does an AI SEO agency cost?

It is scoped like a technical audit plus an editorial programme — driven by template count and how many commercial pages need restructuring, rather than by a per-keyword rate.

Compare carefully across this category, because the same words cover very different products. Some AI SEO services are a visibility dashboard subscription. Some are a content retainer with AI in the name. Some are the technical work described on this page. Ask which before comparing any numbers.

What is a reasonable engagement shape?

A fixed-scope audit first, remediation second, and an ongoing programme only once there is something worth maintaining. Starting with a twelve-month retainer inverts that.

Fixed-scope audit — Engagement. One to two weeks, six deliverables.
Remediation — Engagement. Access, rendering, structure, entity.
Ongoing programme — Engagement. Corroboration plus monthly measurement.
Advisory only — Engagement. We direct, your team implements.
Measurement only — Engagement. Prompt set built and run, nothing else.
Nothing yet — Engagement. Check manually first; it costs an hour.

How long does AI SEO take to work?

Crawler access changes appear in server logs within days. Rendering and structural changes take weeks. Citation frequency against a fixed prompt set moves over months.

The last stage is slow and noisy because it is a rate, sampled from a system that varies between runs. Treat a trend as real when it persists across three measurements, not when it appears in one.

The order the work happens in
Steps three onward cannot compensate for a failure in step two.

What moves the needle most?

Unblocking crawlers, then server-side rendering, then answer-first structure. The first is binary and takes minutes; the second is usually a configuration change; the third is a bounded editorial project.

Where the gains come from
Ranked from our audit work. Not a measured index.
Effort against payoff
Our judgement from audit work, not a measured study.

Which crawlers should be allowed?

At minimum GPTBot, OAI-SearchBot, ChatGPT-User, PerplexityBot, Google-Extended, ClaudeBot and Bingbot — unless there is a deliberate business reason to exclude one.

GPTBot — Crawler. OpenAI's general crawler.
OAI-SearchBot — Crawler. ChatGPT's search surface.
ChatGPT-User — Crawler. Fetches when a user asks about a page.
PerplexityBot — Crawler. Live retrieval, most citation-dense.
Google-Extended — Crawler. Google AI surfaces, not Googlebot.
Bingbot — Crawler. Feeds Copilot and Bing.
The crawlers, and what each one controls
CrawlerOperatorWhat allowing it affectsCost of blocking
GPTBotOpenAITraining and general retrievalHighest
OAI-SearchBotOpenAIThe ChatGPT search surfaceHighest for linked citations
ChatGPT-UserOpenAIFetches when a user asks about a pageHigh for branded queries
PerplexityBotPerplexityLive retrieval and citationHigh — most citation-dense
Google-ExtendedGoogleGoogle AI surfaces only, not SearchModerate to high
ClaudeBotAnthropicAnthropic model accessModerate
BingbotMicrosoftBing index, which feeds CopilotHigh, and affects Bing Search

No. It is a separate control from Googlebot and affects only Google's AI surfaces. Confusing the two is a common and expensive mistake in both directions.

Why does rendering matter so much more here?

Because many AI crawlers execute little or no JavaScript. A page that assembles its content in the browser can return a shell to them while looking perfect to you.

We measured a page ranking on the first page for a competitive AI SEO term that returned three words when fetched without JavaScript. Every content improvement ever made to that page was invisible to the systems it was aimed at, and nobody working on it would have had any way of knowing.

How do I test rendering myself?

Fetch the URL with a plain HTTP client, or disable JavaScript in a fresh browser profile and reload. Do not use a rendering-based crawler — its entire purpose is to run the script you are trying to test without.

Want this done for your site?We build and maintain the search, content and paid programmes described on this page.

Get a free proposal

What does answer-first structure mean?

Writing the heading as the question someone would ask, then answering it in the first sentence or two, then explaining. It is the single editorial change that moves the most.

  1. Turn each H2 into the question a buyer would actually type.
  2. Answer it in the first sentence after the heading.
  3. Put reasoning, caveats and detail after that, in full.
  4. Keep each section to one idea so the passage is self-contained.
  5. Name the source of any claim inside the same paragraph.
  6. Cut hedging that does not change the meaning.
  7. Re-read each section alone and check it still makes sense.
  8. Do this for twenty commercial pages before doing it for two hundred.

Does keyword density matter for AI SEO?

No. Retrieval works on meaning rather than term frequency. Repeating a phrase produces a page that is harder to read and no more retrievable.

Does schema markup help?

When it agrees with the visible page, yes. Markup that contradicts the copy is worse than none, because it undermines confidence in everything else on the page.

Markup that contradicts the copy is worse than none, because it undermines confidence in everything else on the page.

Does llms.txt do anything?

Very little today. Adoption is limited and it is not a ranking factor. It costs ten minutes and belongs in the same category as a well-formed sitemap: hygiene, not leverage.

Indirectly and substantially. They affect indexation and authority, which affect retrieval on index-led surfaces, and third-party mentions are corroboration in their own right.

What is entity consistency and why does it matter?

One canonical description of your business, used without variation everywhere. Three different self-descriptions produce three different answers, and you do not get to choose which one an assistant repeats.

How is AI SEO measured?

With two separate systems. Technical measures come from logs and rendering and are fast and certain. Visibility measures come from sampling a fixed prompt set and are slow and probabilistic. Reporting them together is how weak programmes hide.

What should a monthly AI SEO report contain?

Which crawlers arrived and what they fetched, what changed technically, the prompt-set results against the same wording as last month, and who else appeared in those answers.

Crawler access report — Deliverable. Which bots arrived, from logs.
Render audit — Deliverable. What each template shows without JavaScript.
Answer-first rewrites — Deliverable. Restructured commercial pages.
Entity file — Deliverable. One description, everywhere.
Prompt set and baseline — Deliverable. Yours permanently.
Monthly report — Deliverable. Technical and visibility, kept separate.

Do I need an AI SEO tool as well?

Eventually. Not first. Ask the assistants your buyers' questions manually before subscribing to anything — it costs an hour and tells you whether you have a problem worth paying to measure.

What is the difference between an AI SEO agency and an AI SEO consultant?

A consultant directs; an agency also implements. If you have a team who can action recommendations, a consultant is cheaper. If the changes need doing, an agency is the honest purchase.

What is an AI SEO expert or specialist?

The same skills sold individually rather than as a firm. Judge on the same four questions: logs, crawlers by name, rendering tests, and what gets measured before starting.

Does this work for B2B?

It is where it fits most often. Long sales cycles make attribution hard, and buyers increasingly shortlist by asking an assistant who does this kind of work.

Does it work for ecommerce?

Yes, and product and comparison pages are usually the priority. Product data rendered client-side is an extremely common failure in this sector.

Does it work for local businesses?

Increasingly. Assistants answer local questions, and the inputs are the same ones that drive local search: consistent listings, accurate hours, and a site that can be read.

B2B and SaaS — Fit. Long cycles, attribution already hard.
Professional services — Fit. Recommendation questions are the buying moment.
Ecommerce — Fit. Product and comparison pages are the prize.
Local services — Fit. Assistant answers increasingly local.
Healthcare and regulated — Fit. Accuracy and entity consistency matter most.
Small single-location — Fit. Cheapest to get completely right.

Is this worth it for a small business?

Often more than for a large one. A twelve-page site's technical surface can be made completely correct inside a fortnight, and retrieval rewards specificity rather than size.

What if I already have an SEO agency?

Ask them the four questions. Many competent SEO agencies can do this work and simply have not been asked to. Hiring a second agency to do part of the first one's job is rarely the right answer.

Should AI SEO be a separate budget line?

No. It belongs inside the search programme, run by people who can read a log file. Separating it is how businesses end up paying twice for overlapping work and receiving two reports that contradict each other.

What does an AI SEO audit include?

Crawler access from logs, render testing per template, indexation, answer structure, entity consistency, and a dated baseline. Six deliverables, all inspectable.

How often should the work be re-checked?

Crawler behaviour quarterly, because user agents and rules change. Visibility monthly, against identical prompt wording.

What does Progression actually deliver?

The audit, the remediation, and the measurement — with the prompt set handed over on day one. There is no proprietary score and nothing that stops working when the engagement does.

AI SEO, AEO, GEO, LLM SEO — the same work under four labels
LabelWho uses itWhat it emphasisesMonthly US searches
AI SEOMost buyersContinuity with SEO they know~8,100 head, ~5,000 commercial
Answer engine optimization (AEO)Practitioners and agenciesBeing the answer, not the link~2,400
Generative engine optimization (GEO)Academic and vendor writingThe generative surface~4,400
LLM SEOTechnical teamsThe model and retrieval layer~880
AI search optimizationEnterprise and analyst writingThe search surface specifically~1,300
What each AI SEO workstream costs and returns
WorkstreamEffortTime to showImpact
Unblocking crawlersMinutesDaysDecisive — binary
Server-side renderingConfiguration to build changeWeeksVery high
Answer-first restructuringEditorial pass per pageWeeksHigh
Indexation fixesHours to daysWeeksHigh
Entity reconciliationAn afternoonWeeks to monthsModerate
Schema reconciliationHoursWeeksModerate
CorroborationOngoing, monthsMonthsHigh, slow, durable
Measurement setupHalf a dayImmediate as a baselineEssential
What an AI SEO agency can and cannot promise
ClaimHonest?Why
Your crawlers will be unblockedYesEntirely within our control
Your pages will render without JavaScriptYesA technical change we can verify
Your answers will lead their sectionsYesAn editorial change we make
You will have a dated baselineYesWe build it
You will appear in ChatGPT for term XNoNo placement can be sold by anyone
Your visibility score will hit NNoProprietary scores mean nothing externally
Results within 30 daysNoCitation frequency moves over months
Engagement shapes, and when each fits
ShapeDurationFits whenDoes not fit when
Fixed-scope audit1-2 weeksYou need the diagnosisNobody has checked manually yet
Audit plus remediation6-12 weeksFindings need implementingYour team will implement
AdvisoryOngoing, lightYou have a capable teamNobody can action recommendations
Full programme6-12 monthsCorroboration is the constraintThe technical work is undone
Measurement onlyOngoingWork is done, proof is missingYou have not fixed anything yet

Why the label you search for does not change the work

Five terms, one discipline. The only practical consequence is that comparing providers is harder, because two can describe identical deliverables under different names.

Why exact wording still matters for finding a provider

Search engines and assistants both match on the phrasing people actually use, which is why a provider who only ever writes 'answer engine optimization' is invisible to the larger number of buyers typing 'AI SEO agency'.

Why the technical half is the half that gets skipped

It requires developer access and a log file, and it produces no deliverable a marketing team can show in a meeting. It is also where most sites are actually failing.

Why corroboration is the slowest and most durable lever

It cannot be bought in bulk, it compounds, and it is the difference we most often see between businesses that are cited and businesses that have done everything technical correctly.

Why measurement has to be handed over

A prompt set you cannot run yourself is a dependency rather than a measurement. If an agency leaves, the baseline should stay.

Why we recommend an audit before a retainer

Because the audit frequently finds that the retainer is not what you need — and a provider unwilling to discover that is not the right provider.

Why nobody can sell you placement

There is no advertising inventory inside an AI answer today, no submission queue, and no paid tier that changes standing. That is also why the technical work has leverage.

Why this belongs inside your search programme

The overlap with conventional SEO is large, the dependencies run one way, and separating the budgets produces two reports that contradict each other.

Why small sites frequently do better here

A twelve-page technical surface can be made completely correct. A two-thousand-page one cannot, and retrieval does not reward size.

Why we publish the method

The difficulty in this work is execution and measurement discipline, not secrecy. A method that only works while hidden is not a method.

Why the first month matters most

Almost everything decisive is discoverable in the first two weeks, and almost everything cheap to fix is fixed in the first month. Programmes that skip straight to content spend a quarter before finding out the crawler was blocked.

Almost everything decisive is discoverable in the first two weeks, and almost everything cheap to fix is fixed in the first month.

Do AI assistants send actual traffic, or just mentions?

Both, and they are different outcomes. A mention names you with no link and no click. A citation links, and that is the one that sends a visitor. Any report that merges the two is overstating the result.

Not sure which of these applies to you?Tell us the situation and we will say plainly what we would do first, and what we would not.

Talk it through

Should I block AI crawlers to protect my content?

That is a legitimate business decision and it has a cost: you guarantee you are never cited. Publishers with a subscription model sometimes choose it deliberately. Businesses selling a service almost never should, and most that have blocked did so by accident.

What happens if I do nothing?

Nothing visible, which is the trap. The site keeps working, the crawlers keep being blocked or the pages keep rendering empty, and competitors who fixed it accumulate citations you never see.

How is this different from what my SEO agency already reports?

Conventional SEO reporting has no column for whether GPTBot fetched your pages, and rank tracking has nothing to track inside an AI answer. Both can be excellent and still tell you nothing about this channel.

Can I do this in-house?

The technical half, yes, with developer access and the ability to read a log file. The part in-house programmes usually drop is the measurement cadence, because running the same prompts every month is dull and easy to postpone.

What does a first month look like?

Logs requested on day one, crawler access answered by the end of week one, render testing through week two, and a dated baseline before any change is made — so that everything after it can be checked.

What the engagement involves
Everything here is inspectable. None of it is a proprietary score.

Want this run properly?

We audit crawler access from your server logs, render-test every commercial template, restructure the pages that matter, reconcile your entity description, and hand you the prompt set and baseline. You keep all of it.

/contact-us

What will you not do?

Guarantee placement in any AI answer, sell a proprietary visibility score as an outcome, or recommend publishing volume as a remedy. All three are common in this category and none of them survive contact with a log file.

How do I start?

Ask the assistants ten questions your buyers would ask, write down who appears, and pull ninety days of server logs. Those two steps cost an hour and a request, and they determine everything that should happen next.

More from Progression Agency

The rest of the library, by what you are trying to do

AI, AEO and what is changing

Websites and design

Choosing and working with an agency

Social, content and brand

By industry and by situation

Prefer to see the numbers on your own site?We will run the audit described above and walk you through what it finds.

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Video: AI, search and how visibility is measured

Background viewing on search and measurement. The method on this page is written out in full above; these are context rather than the source of anything stated here.

Getting found in search

AI, AEO and what is changing

Paid media and lead generation

Websites and design

Choosing and working with an agency

Social, content and brand

By industry and by situation

Frequently asked questions

What is an AI SEO agency?
An agency that makes a business findable and quotable in AI-generated answers as well as in conventional search — through crawler access, rendering, indexation, answer structure, corroboration and measurement.
What do AI SEO services include?
Crawler access proved from server logs, render testing without JavaScript, indexation work, answer-first restructuring, third-party corroboration, and measurement against a fixed prompt set.
How much does an AI SEO agency cost?
Scoped like a technical audit plus an editorial programme — by template count and how many commercial pages need restructuring, not by a per-keyword rate.
Is AI SEO the same as AEO?
Substantially yes. AI SEO, AEO, GEO and LLM SEO are four labels for one body of work that emerged from four different communities.
Does AI SEO replace traditional SEO?
No, it depends on it. AI search surfaces retrieve from web indexes, so an unindexed page cannot appear in an AI answer at all.
What is genuinely new about AI SEO?
Two things: a second set of crawlers with their own rules, and rendering requirements far stricter than Google's. The rest is emphasis on things that already mattered.
How do I choose between AI SEO companies?
Ask whether they want your server logs. It is the one artefact that settles whether anyone has actually examined your site.
Can an AI SEO agency guarantee I appear in ChatGPT?
No, and nobody can. There is no ad inventory, no submission process and no paid placement inside an AI answer.
What are the warning signs when hiring?
Guaranteed placements, a proprietary score sold as the outcome, more blog posts as the remedy, no interest in your logs, and an inability to name a single crawler.
Which crawlers should I allow?
At minimum GPTBot, OAI-SearchBot, ChatGPT-User, PerplexityBot, Google-Extended, ClaudeBot and Bingbot.
Does blocking Google-Extended remove me from Google Search?
No. It is a separate control from Googlebot and affects only Google's AI surfaces.
Why does JavaScript rendering matter so much?
Many AI crawlers execute little or none, so a page that assembles content in the browser can return a shell to them while looking perfect to you.
How do I test rendering myself?
Fetch the page with a plain HTTP client, or disable JavaScript in a fresh browser profile and reload. Do not use a rendering-based crawler for this test.
What is answer-first structure?
Writing the heading as a question, answering it in the first sentence or two, then explaining. It is the single editorial change that moves the most.
Does keyword density matter?
No. Retrieval works on meaning rather than term frequency.
Does schema markup help?
When it agrees with the visible page. Markup that contradicts the copy is worse than none.
Does llms.txt help?
Very little today. It is hygiene rather than leverage — cheap to add, not a substitute for crawler access or rendering.
Do backlinks still matter for AI SEO?
Indirectly and substantially, through indexation and authority, and directly as third-party corroboration.
What is entity consistency?
One canonical description of your business used everywhere. Three different self-descriptions produce three different answers, and you do not choose which is repeated.
How long does AI SEO take?
Crawler access shows in logs within days, rendering and structure over weeks, and citation frequency over months.
How is AI SEO measured?
Two separate systems: technical measures from logs and rendering, and visibility measures sampled from a fixed prompt set. Reporting them together hides weak work.
What should a monthly report contain?
Which crawlers arrived and what they fetched, what changed technically, prompt-set results against identical wording, and who else appeared.
What is the difference between an AI SEO agency and a consultant?
A consultant directs; an agency also implements. If your team can action recommendations, a consultant is cheaper.
Do I need an AI SEO tool as well?
Eventually, not first. Ask the assistants your buyers' questions manually before subscribing — it costs an hour.
Does AI SEO work for B2B?
It is where it fits most often, because buyers increasingly shortlist by asking an assistant who does this kind of work.
Does it work for ecommerce?
Yes, and product and comparison pages are the priority. Client-side rendered product data is a very common failure in this sector.
Is it worth it for a small business?
Often more than for a large one — a small technical surface can be made completely correct, and retrieval rewards specificity rather than size.
What if I already have an SEO agency?
Ask them the four questions. Many competent SEO agencies can do this and simply have not been asked.
Should AI SEO be a separate budget line?
No. It belongs inside the search programme, run by people who can read a log file.
How often should this be re-checked?
Crawler behaviour quarterly, because user agents change. Visibility monthly, against identical prompt wording.
What is an AI SEO expert or specialist?
The same skills sold individually rather than as a firm. Judge on the same four questions.
How do I start?
Ask the assistants ten questions your buyers would ask and write down who appears, then pull ninety days of server logs.

Sources and further reading

  1. Google Search Essentials — SEO starter guide
  2. Google: creating helpful, reliable, people-first content
  3. Google: intro to structured data
  4. Google: LocalBusiness structured data
  5. Google: FAQPage structured data
  6. Google: Article structured data
  7. Google: Product structured data
  8. Google: title links in search results
  9. Google: control your snippets
  10. Google: robots.txt introduction
  11. Google: sitemaps overview
  12. Google: consolidate duplicate URLs
  13. Google: redirects and Search
  14. Google: JavaScript SEO basics
  15. Google: multi-regional and multilingual sites
  16. Google Search Central Blog
  17. Google: get started with Search Console
  18. Google: how local search results are determined
  19. Google Business Profile: prohibited and restricted content
  20. Google Business Profile: address and service area guidelines
  21. Google Business Profile: review policy
  22. Google Business Profile: add or edit categories
  23. Google Ads: location targeting settings
  24. Google Ads: about negative keywords
  25. Google Ads: about Quality Score
  26. Google Ads: importing offline conversions
  27. Google Ads: about Smart Bidding
  28. Google Ads: about Performance Max
  29. Google Local Services Ads: eligibility and screening
  30. Google Ads: keyword match types
  31. Google Analytics 4: about conversions
  32. Google Analytics 4: attribution models
  33. US Census Bureau QuickFacts: New Jersey
  34. US Census Bureau: American Community Survey
  35. US Census: Statistics of US Businesses
  36. Bureau of Labor Statistics: New Jersey data
  37. BLS: Occupational Employment and Wage Statistics
  38. NJ Department of Labor: labor market information
  39. New Jersey Business Action Center
  40. US Small Business Administration: New Jersey district
  41. USA.gov: business resources
  42. web.dev: Core Web Vitals explained
  43. web.dev: Largest Contentful Paint
  44. web.dev: Cumulative Layout Shift
  45. web.dev: Interaction to Next Paint
  46. Google PageSpeed Insights
  47. Google Rich Results Test
  48. Google Search Console
  49. W3C Markup Validation Service
  50. Schema.org: LocalBusiness type
  51. Schema.org: Service type
  52. Schema.org: FAQPage type
  53. Schema.org: HowTo type
  54. W3C: WCAG 2.2 quick reference
  55. FTC: CAN-SPAM Act compliance guide
  56. FCC: telemarketing and robocall rules (TCPA)
  57. FTC endorsement guides — reviews and testimonials
  58. FTC: rule on consumer reviews and testimonials
  59. HHS: HIPAA guidance on online tracking technologies
  60. New Jersey Courts: attorney advertising guidelines
  61. New Jersey DCA: construction codes and permits
  62. New Jersey Home Improvement Contractor registration
  63. New Jersey Division of Consumer Affairs
  64. TikTok for Business
  65. TikTok Creative Center
  66. TikTok Ads Help Center
  67. TikTok Community Guidelines
  68. TikTok Terms of Service
  69. TikTok Privacy Policy
  70. TikTok Safety Center
  71. TikTok Transparency Center
  72. TikTok Creator Portal
  73. TikTok Newsroom
  74. TikTok for Developers
  75. TikTok advertising solutions
  76. TikTok Creator Marketplace
  77. TikTok Business Center
  78. TikTok for Business blog
  79. TikTok Creative Center: top ads
  80. TikTok Branded Content policy
  81. TikTok Shop for sellers
  82. Instagram for Business
  83. Instagram for Creators
  84. Instagram Help Center
  85. About Instagram
  86. Meta Business Suite
  87. Meta Business Help Center
  88. Meta Transparency Center
  89. About Meta
  90. Meta: Instagram platform docs
  91. YouTube Creators
  92. YouTube Official Blog
  93. YouTube Shorts help
  94. How YouTube Works
  95. YouTube Studio
  96. LinkedIn Marketing Solutions
  97. LinkedIn Help
  98. Pinterest Business
  99. Pinterest Business Help
  100. Snapchat for Business
  101. X for Business
  102. Reddit communities
  103. Reddit for Business Help
  104. ASCAP
  105. BMI
  106. SESAC
  107. Global Music Rights
  108. PRS for Music (UK)
  109. PPL (UK)
  110. SOCAN (Canada)
  111. APRA AMCOS (Australia)
  112. GEMA (Germany)
  113. SACEM (France)
  114. SIAE (Italy)
  115. JASRAC (Japan)
  116. IFPI
  117. RIAA
  118. National Music Publishers Association
  119. Harry Fox Agency
  120. SoundExchange
  121. Music Reports
  122. Epidemic Sound
  123. Artlist
  124. Soundstripe
  125. PremiumBeat
  126. AudioJungle
  127. Free Music Archive
  128. Creative Commons
  129. Incompetech
  130. FTC: advertising and marketing
  131. FTC: disclosures 101
  132. FTC: endorsement guides
  133. FTC: consumer reviews rule
  134. FTC: advertising FAQs
  135. US Copyright Office
  136. US Copyright Office: DMCA
  137. US Copyright Office: music FAQ
  138. US Copyright Office: fair use FAQ
  139. USPTO: trademarks
  140. UK Advertising Standards Authority
  141. ACCC (Australia)
  142. Competition Bureau Canada
  143. GDPR overview
  144. California Consumer Privacy Act
  145. COPPA
  146. FTC: children's privacy
  147. W3C Web Accessibility Initiative
  148. W3C: WCAG
  149. W3C: captions
  150. W3C: making audio and video accessible
  151. ADA.gov
  152. WebAIM
  153. Epilepsy Foundation
  154. Pew Research: internet and technology
  155. DataReportal
  156. US Census Bureau
  157. US Bureau of Labor Statistics
  158. Interactive Advertising Bureau
  159. Think with Google
  160. Google Trends
  161. Nielsen insights
  162. Schema.org: VideoObject
  163. Schema.org: SocialMediaPosting
  164. Schema.org: MusicRecording
  165. Schema.org: HowTo
  166. Schema.org: FAQPage
  167. Schema.org: Organization
  168. Google: video best practices
  169. Google: video structured data
  170. CapCut
  171. Adobe Premiere Rush
  172. DaVinci Resolve
  173. Canva
  174. Descript
  175. VEED
  176. Kapwing
  177. Otter.ai
  178. Later
  179. Buffer
  180. Hootsuite
  181. Sprout Social
  182. Google Analytics
  183. Google Search Console
  184. Google Analytics developer docs
  185. GA4: events and conversions
  186. Matomo
  187. Plausible Analytics
  188. Similarweb
  189. UK Information Commissioner's Office
  190. Office of the Privacy Commissioner of Canada
  191. Australian OAIC
  192. European Data Protection Board
  193. EU data protection
  194. EU Digital Services Act
  195. Ofcom
  196. FCC
  197. AIGA
  198. Nielsen Norman Group
  199. Smashing Magazine
  200. web.dev
  201. MDN: web media
  202. MDN: the video element
  203. ISO 21001 (reference)
  204. Buma/Stemra (Netherlands)
  205. STIM (Sweden)
  206. Teosto (Finland)
  207. Koda (Denmark)
  208. TONO (Norway)
  209. IMRO (Ireland)
  210. SGAE (Spain)
  211. ZAiKS (Poland)
  212. KOMCA (South Korea)
  213. MCSC (China)
  214. CISAC
  215. World Intellectual Property Organization
  216. TikTok: creating videos
  217. TikTok: exploring videos
  218. TikTok: privacy settings
  219. TikTok: growing your audience
  220. TikTok Creator Academy
  221. TikTok Effect House
  222. TikTok for small business
  223. Instagram: Reels help
  224. YouTube: Shorts best practice
  225. How YouTube recommends
  226. Pinterest Predicts
  227. Snapchat for Business
  228. Hootsuite blog
  229. Social Media Examiner
  230. Marketing Week
  231. Adweek
  232. Google Search Essentials — SEO starter guide
  233. Google: creating helpful, reliable, people-first content
  234. Google: intro to structured data
  235. Google: LocalBusiness structured data
  236. Google: FAQPage structured data
  237. Google: Article structured data
  238. Google: Product structured data
  239. Google: title links in search results
  240. Google: control your snippets
  241. Google: robots.txt introduction
  242. Google: sitemaps overview
  243. Google: consolidate duplicate URLs
  244. Google: redirects and Search
  245. Google: JavaScript SEO basics
  246. Google: multi-regional and multilingual sites
  247. Google Search Central Blog
  248. Google: get started with Search Console
  249. Google: how local search results are determined
  250. Google Business Profile: prohibited and restricted content
  251. Google Business Profile: address and service area guidelines
  252. Google Business Profile: review policy
  253. Google Business Profile: add or edit categories
  254. web.dev: Core Web Vitals explained
  255. web.dev: Largest Contentful Paint
  256. web.dev: Cumulative Layout Shift
  257. web.dev: Interaction to Next Paint
  258. Google PageSpeed Insights
  259. Google Rich Results Test
  260. Google Search Console
  261. W3C Markup Validation Service
  262. Schema.org: LocalBusiness type
  263. Schema.org: Service type
  264. Schema.org: FAQPage type
  265. Schema.org: HowTo type
  266. W3C: WCAG 2.2 quick reference
  267. US Census Bureau QuickFacts: New Jersey
  268. US Census Bureau: American Community Survey
  269. US Census: Statistics of US Businesses
  270. Bureau of Labor Statistics: New Jersey data
  271. BLS: Occupational Employment and Wage Statistics
  272. NJ Department of Labor: labor market information
  273. New Jersey Business Action Center
  274. US Small Business Administration: New Jersey district
  275. USA.gov: business resources

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