GEO / AEO / AI Discovery

SEO vs GEO vs AEO explained

Three acronyms, one body of work. What each actually earns you, where they overlap, and how to sequence them on a single budget.

By BoostroAugust 20, 20269 min read
A consultant reviewing search results and listings on a large office monitor
The short answer

The key difference is the destination of the answer. SEO earns a ranked link, AEO earns the answer shown on the results page, and GEO earns a mention inside an AI-generated response. They share most of the same groundwork.

SEO, GEO and AEO are usually presented as three competing budgets. For a growing business they are better understood as three outcomes produced by one connected body of work — with different emphasis at the margins.

One foundation, three outcomes

Shared groundwork feeds all three forms of discovery.

  1. Step 1

    Technical health

    Crawlable, fast, structured

  2. Step 2

    Entity clarity

    Consistent facts about your business

  3. Step 3

    Useful content

    Answers written in customer language

  4. Step 4

    Third-party proof

    Reviews, mentions, citations

  5. Step 5

    SEO + AEO + GEO

    Rank, answer and be cited

Plain definitions

The acronyms sound more exotic than the work behind them. Here is what each one actually refers to.

SEO — search engine optimisation

Making your site technically sound, structured around the services you sell, and credible enough that a search engine is comfortable ranking it. This is the oldest discipline and the one everything else builds on.

AEO — answer engine optimisation

Optimising for the answer rather than the link: featured snippets, People Also Ask, map packs and voice results, where the question is resolved on the results page itself. AEO is largely a formatting and clarity discipline.

GEO — generative engine optimisation

Influencing whether AI assistants and AI overviews mention your business when someone asks a category question. A generative system assembles an answer from what it can find and reconcile about you across the whole web, not just your website.

How they compare

Set side by side, the differences are narrower than the marketing around them suggests.

SEO, AEO and GEO compared
SEOAEOGEO
GoalRank a pageBe the answer shownBe cited in an AI response
Primary surfaceSearch resultsSnippets, PAA, map pack, voiceAI assistants and AI overviews
Main leversTechnical health, structure, content depth, linksQuestion-led formatting, concise definitions, schemaEntity consistency, third-party mentions, citable clarity
Measured byImpressions, positions, organic trafficSnippet and map-pack presenceWhether assistants mention you when asked
Time to effectMonths, compoundingWeeks to monthsSlow and indirect; follows the other two

Why SEO is not being replaced

AI-assisted discovery changes how answers are delivered, not what makes a business worth recommending. Generative systems still lean on crawled pages, structured data, business listings and reputation signals — the same material SEO produces.

A business with thin service pages, conflicting listings and no reviews does not become discoverable by adding a GEO line item. It becomes discoverable by fixing the foundation, which then serves all three surfaces at once.

Be sceptical of anyone selling guaranteed ChatGPT rankings or guaranteed AI recommendations. Neither can be bought or promised; the inputs can be influenced, the output cannot be controlled.

Content structures that support each approach

Where the disciplines genuinely diverge is in how content is structured. The same subject matter can be written to serve one surface or all three.

  • Lead with a direct answer in the first two sentences, then expand — this serves snippets and AI summarisation alike
  • Use question-based headings that match how customers phrase the problem
  • Include short definitions ('In simple terms…') that can be quoted without distortion
  • Add comparison tables where a decision is involved; they are unusually easy for systems to parse
  • Close with an FAQ section covering the objections a buyer actually raises
  • Keep factual claims verifiable and attributed, so a system has no reason to discount them

Entity clarity and structured information

An 'entity' here is simply your business as a known thing: its name, location, services, people and relationships. Search and AI systems become more confident about a business when every source agrees on those facts.

That means identical business name, address and phone number across your site and every listing; a services list that matches what you actually sell; schema markup that describes your organisation, services and articles; and an about page that states who runs the business and where it operates.

  • One canonical version of your business name — no variations across directories
  • Organisation and service schema on the relevant pages
  • A clear services taxonomy, one page per service you want to sell
  • Location and service-area context stated in plain text, not only in a map embed

Authority and citation signals

Being mentioned in places other than your own website is what turns clarity into confidence. Industry directories, local press, partner sites, supplier listings, review platforms and genuine editorial coverage all reinforce that the business exists and does what it claims.

This is slow work and it does not respond to volume tactics. A small number of relevant, real mentions outperforms a large number of low-quality ones, and low-quality link building can actively damage a site.

What to do first with one budget

Sequence beats breadth. A workable order for most established businesses looks like this.

Sequencing one budget

Each stage makes the next one more effective.

  1. Step 1

    Foundation

    Technical health, tracking, accurate data

  2. Step 2

    Structure

    Service and location pages that match demand

  3. Step 3

    Clarity

    Schema, definitions, question-led content

  4. Step 4

    Proof

    Reviews, mentions, third-party validation

  5. Step 5

    Measure

    Enquiries and qualified leads

Frequently asked questions

Is GEO a separate service we need to buy?
For most growing businesses, no. The majority of what improves AI-assisted discovery is the same foundation work that improves search visibility. It is better treated as an emphasis within one visibility programme than a separate retainer.
Can anyone guarantee we appear in ChatGPT or AI overviews?
No. Generative systems produce different answers for different users and change frequently. What can be improved is the consistency, structure and credibility of the information they draw on.
Does AEO reduce our website traffic?
It can. Answers resolved on the results page mean fewer clicks for informational queries. That is why measurement should shift towards impressions, visibility and enquiries rather than sessions alone.
What should we measure for AI discovery?
Ask category questions an ideal customer would ask, in your area, and record whether your business is mentioned. Track it monthly alongside search impressions, map-pack visibility and enquiry volume.

There is no separate GEO budget for most growing businesses. There is one visibility programme — sequenced properly — that happens to serve search engines, answer boxes and AI assistants at the same time.

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