Four labels, one connected information system
SEO: discover and evaluate pages
Search engine optimisation helps search systems crawl, index, understand and evaluate a page for a query. It includes technical access, content relevance, internal links, page experience and signals beyond the website.
AEO: make answers easy to extract
Answer engine optimisation emphasises concise, self-contained answers, question-led headings, lists, tables and factual language. These formats help readers first. They may also suit featured snippets, voice answers and answer surfaces.
GEO: support grounded generative answers
Generative engine optimisation focuses on whether generative systems can find, interpret and verify information when forming an answer. Bing’s current webmaster guidance connects grounding eligibility to the same fundamentals: crawlable URLs, clear structure, focused content, consistent entities and independent verification.
LLMO: consider how language models interpret the open web
LLMO is used for work aimed at large language model discovery and interpretation. The name is less important than the practice. There is no universal switch that makes every model mention a business.
The shared foundation your business actually needs
- Useful content: answer a real question with original detail.
- Direct answers: state the conclusion before expanding it.
- Clear entity facts: use one consistent business name, location, service description and contact information.
- Crawlable delivery: make important content and links available in the page HTML.
- Topical relationships: connect related pages using descriptive internal links.
- Accurate structured data: mark up what the page visibly contains, without invented ratings or claims.
- External credibility: earn real reviews, mentions and links through useful work and resources.
Google’s official generative-AI guidance is unusually direct: its AI features use the core Search index, existing SEO best practices still apply, and no special AI schema is required. That supports Headstart’s view that “four separate packages” often create more confusion than value. See the underlying pieces in our guide to what on-page SEO includes.
The emphasis changes even when the foundation stays shared
| Goal | Useful emphasis |
|---|---|
| Rank a service page for a buyer query | Intent match, useful service detail, technical access and wider authority. |
| Answer a definitional question | A concise opening answer followed by examples and qualifications. |
| Be represented accurately in an AI answer | Consistent facts, focused pages, credible sources and statements that stand alone. |
| Help a model compare options | Clear criteria, balanced tables and explicit limitations. |
The labels are not independent channels in the way that email and paid search are. A well-researched page can rank in traditional results, provide a featured-snippet passage and be used as a source for a generated response. Conversely, an inaccessible page may fail across all of them. This is why a business should organise work around user needs and information quality, then observe where that information appears.
How to build a foundation that works across search and answer systems
Create a clear entity home
Use the same business name, service description, location and contact details on the website and genuine business profiles. Give important services their own focused pages. An “everything we do” page makes it harder for a reader or system to identify the most relevant destination. Accurate Organization, LocalBusiness and Service structured data can reinforce visible facts, but it should never introduce claims that people cannot see.
Publish passages that survive outside their original page
A useful answer should make sense if a search result quotes only that paragraph. Define the subject, state the conclusion and include necessary qualifications nearby. Avoid opening with “As mentioned above” or hiding the answer behind a brand slogan. Lists and tables are valuable when the information genuinely has steps or dimensions, not because a format is believed to trigger an AI mention.
Make claims easy to verify
Link factual claims to primary documentation where possible. Distinguish evidence from professional judgement. For example, Google’s guidance for AI features says there are no additional technical requirements or special schema beyond normal Search eligibility. From that evidence, it is reasonable to infer that a separate “AI optimisation” layer should not take priority over crawlability, content quality and ordinary SEO fundamentals.
Build topic depth through useful relationships
A single page cannot responsibly answer every question. Create a central explanation and connect narrower guides around it. This article defines the landscape. The guide to why websites remain invisible on Google handles diagnosis, while the guide to on-page SEO and backlinks handles ownership and authority. Each URL retains a distinct task while strengthening the reader’s journey.
Keep important information in indexable HTML
Critical answers should not depend on an animation, login, image-only graphic or interaction before they appear. Use ordinary anchor links, descriptive headings and meaningful alternative text. Submit important URLs through an XML sitemap, but remember that a sitemap is a discovery aid, not a guarantee of indexing or selection.
Use this decision framework before buying anything
- Can search engines access and index the important pages?
- Does every page serve one clear intent?
- Would a reader find a direct answer without decoding marketing copy?
- Are business facts consistent across the site and trusted profiles?
- Does the site show evidence and sources for factual claims?
- Are you measuring relevant enquiries rather than mentions alone?
If several answers are “not yet”, start with the website foundation. Headstart’s on-page SEO service treats these as connected disciplines, while Why Headstart explains our scope-first approach.
Measure business visibility without inventing certainty
Traditional search performance can be monitored through indexing, impressions, clicks, landing pages and qualified enquiries. AI visibility is less standardised. Track a small, documented set of representative prompts, source citations and referral traffic where it is available, but do not turn a handful of manual prompts into a market-share claim. Results can vary by wording, location, account context and system updates.
A practical monthly review asks three questions: are the right pages discoverable, are they being represented accurately, and do visits produce useful business actions? If mentions increase but qualified enquiries do not, the content may be visible for the wrong questions. If impressions increase without clicks, improve the result promise and intent match before producing more pages.
Be wary of guaranteed visibility and invented technical shortcuts
No provider controls the sources selected by Google, Bing, ChatGPT, Gemini, Claude, Perplexity or another system. Structured data can clarify a page, but it cannot force a citation. A custom file or a block of repeated “AI keywords” cannot replace useful public content and credible external evidence. Be especially cautious when a proposal promises guaranteed mentions, undisclosed mass publishing or hundreds of near-identical pages.
The durable strategy is less theatrical: publish information people genuinely need, make it technically accessible, support claims, keep entity facts consistent, earn independent recognition and measure business outcomes. Optimise for accurate understanding, then let each system make its own decision.