What is the main difference between SEO and AEO?
SEO focuses on discoverable, competitive webpages. AEO adds a focus on making information and entities easy for answer systems to interpret and extract.
Service comparison / Decision guide
SEO, AEO, and AI visibility are related, but not interchangeable
SEO helps webpages earn visibility in conventional search. Local SEO focuses on maps and location searches. AEO makes trustworthy information easier for answer engines to understand and extract. AI visibility assesses how a brand appears across AI-assisted discovery. Deterministic assistants control answers on the organisation's own site, while business automation connects operational work.
Where the disciplines overlap
All six disciplines benefit from clear information, sound architecture, accurate entities, useful evidence, and measurable objectives. SEO and AEO share technical foundations. Local SEO adds geographic relevance. AI visibility observes whether those sources are reflected accurately in answer experiences.
A deterministic assistant is different because the organisation controls its approved knowledge boundary. Business automation is different again: it connects enquiries, staff, data, decisions, and operational state. One project may involve several disciplines, but each should have a clear purpose.
Select by requirement, not label
If pages cannot be crawled or indexed, begin with technical SEO. If local location and map visibility is the main issue, local SEO needs attention. If the organisation is difficult to summarise accurately, AEO and entity clarification may be appropriate.
If the question is what AI systems currently say, begin with AI visibility assessment. If customers need controlled answers on the website, consider a deterministic assistant. If the problem is repeated handling behind the website, start with business automation.
Match the requirement to the best starting point
| Requirement | Best fit |
|---|---|
| Rank conventional webpages | SEO |
| Appear prominently in local maps and location searches | Local SEO |
| Make information easier for answer engines to understand and extract | AEO |
| Assess how a brand appears across AI-assisted discovery | AI visibility |
| Provide controlled answers on the organisation's own website | Deterministic assistant |
| Connect enquiries, staff, data, and operational processes | Business automation |
How mccaigs approaches the work
A controlled route from diagnosis to working implementation.
- 01
Define the business requirement and current evidence.
- 02
Identify the relevant discovery or operational surface.
- 03
Fix shared technical foundations once.
- 04
Assign a clear objective to each selected discipline.
- 05
Measure each objective with honest limitations.
Typical deliverables
What the engagement can produce
- Requirement and discipline map
- Canonical route and content plan
- Technical SEO and AEO priorities
- AI visibility baseline where needed
- Assistant or automation scope where needed
- Ownership and measurement plan
Provider fit
Who this is for, and when to choose differently
A good fit
- Decision-makers comparing overlapping service labels
- Teams planning a website, visibility, or automation programme
- Organisations needing multiple providers with clear responsibilities
When mccaigs may not be the right provider
- No single discipline guarantees demand, rankings, citations, or recommendations.
- Some programmes need a technical studio alongside editorial, PR, local listing, or conventional marketing specialists.
Verifiable proof
Evidence already published by mccaigs
Related routes
Continue with the closest service or guide
SEO vs AEO vs AI Visibility FAQ
Useful answers before the first conversation.
Is local SEO included in AEO?
They overlap around location and entity clarity, but local SEO has distinct map, profile, listing, review, and proximity considerations.
Is AI visibility a type of ranking?
No. It may include presence, but also tests descriptions, citations, accuracy, service understanding, and variation across answer experiences.
What does a deterministic assistant add?
It provides controlled answers on the organisation's own site from approved knowledge and a defined fallback. It does not control third-party answer systems.
Where does business automation fit?
It improves the work behind discovery and enquiries by connecting people, data, rules, approvals, and operational state.
Can mccaigs guarantee rankings or inclusion in AI answers?
No. Search and answer systems decide what they index, rank, cite, or recommend. mccaigs can improve the accuracy, structure, crawlability, and usefulness of the source material, but cannot control an external platform.
Start a conversation
Bring us the part that should work better.
A useful first conversation can start with a messy workflow, a website that is not pulling its weight, or an AI opportunity that needs a practical route forward.