For founders and marketing leaders, AI search creates a budgeting question: should you strengthen conventional search performance or invest in appearing inside generated answers? Usually, that is the wrong split. The more useful question is which improvements will make your business accessible, understandable, and credible wherever relevant discovery happens. Google says its existing SEO practices remain relevant to AI Overviews and AI Mode, with no additional requirements or special optimisation needed. Start by fixing access and indexing problems, then improve service information, evidence, and customer usefulness. An established website may need targeted repairs rather than a rebuild. A new website needs dependable foundations before elaborate monitoring. Neither should buy promises of guaranteed rankings or AI citations.
SEO, AEO, and GEO: Different Emphases, Shared Work
SEO means search engine optimisation: improving a website’s discoverability in search. AEO, or answer engine optimisation, emphasises content that directly answers questions. GEO, or generative engine optimisation, emphasises visibility within generated responses. AEO and GEO are overlapping industry labels, not three independent Google ranking systems. Use them to describe objectives, not to divide every task into separate programmes.
For Google specifically, AI experiences use core Search ranking and quality systems. That supports a shared foundation rather than a secret GEO recipe. The comparison below describes working priorities, not guaranteed placements. Other platforms need separate evaluation; Google’s documentation does not establish how every answer engine selects sources.
| Approach | Main emphasis | Practical example |
|---|---|---|
| SEO | Search discovery | Fix indexing barriers |
| AEO | Direct answers | Explain service suitability |
| GEO | Generated-answer visibility | Publish substantiated expertise |
First, Fix Access and Indexing
Before commissioning more articles, establish whether priority pages can be discovered and indexed. Review accidental indexing restrictions, broken pages, conflicting canonical instructions, and navigation that leaves important services isolated. Check the actual page content and implementation rather than assuming that a platform’s SEO settings solve everything. For Google AI features, a supporting page must be indexed and eligible to appear with a snippet. Eligibility still does not guarantee selection.
Begin with pages connected to revenue: your main services, key categories, and useful decision guides. Record each problem, its affected pages, the person responsible, and a test for completion. For example, an accidentally blocked service page deserves attention before rewriting an already accessible article. Verify fixes after deployment and monitor indexing status. This turns a vague visibility project into an accountable technical backlog with clear priorities.
Make Your Services Easy to Understand
Once access is sound, examine whether a prospective customer can understand the offer. Each core service page should explain what you deliver, who it suits, important boundaries, and the next step. Replace broad claims such as “complete digital transformation” with specific scope. In a hypothetical consultancy, separate an initial assessment from ongoing implementation so buyers can distinguish the deliverables and responsibilities.
Build navigation and contextual links around those distinctions. Keep service pages focused on buying decisions, while supporting articles answer comparisons and planning questions. If your platform makes these changes difficult, evaluate editorial ownership and implementation requirements; our Lovable vs. Webflow comparison addresses that separate decision. Avoid turning platform selection into a distraction from unclear content. Agree on the page structure and information requirements first, then decide whether the current website can support them reliably.
Publish Expertise That Helps Buyers Decide
Useful content resolves a real uncertainty. Explain trade-offs, prerequisites, exclusions, and the circumstances that change your recommendation. Instead of another generic benefits article, publish a decision guide using questions your team actually receives. Add substantiated examples, documented methods, or original observations where available. Distinguish your recommendations from externally verified facts, and do not invent experience to make a page sound authoritative. Unsupported certainty is not a substitute for useful detail.
AI can assist drafting and organisation, but assign responsibility for checking accuracy and usefulness. Google warns that generating many pages without added value may violate its scaled-content-abuse policy. A daily schedule is therefore an operational commitment, not a ranking advantage. Commission a new article only when it answers a distinct question. Improve an existing page when the proposed topic would merely repeat its primary answer.
Strengthen Relevant References and Brand Information
After improving your own pages, review how the business is described elsewhere. Check relevant professional directories, partner profiles, and legitimate industry listings for accurate names, service descriptions, and website destinations. Prioritise places customers genuinely consult. This is a practical consistency exercise, not a claim that directory submissions automatically create AI citations. Correct outdated information before paying to distribute the same unclear positioning more widely. Keep an owner and review date for important profiles.
Develop external references through work worth discussing: a useful research contribution, a documented collaboration, or expert commentary grounded in actual experience. Ask whether each opportunity reaches a relevant audience and represents the business honestly. Avoid purchased citation promises or invented endorsements. On your website, connect claims to supporting material and make its origin clear. Abstract editorial illustrations can explain concepts visually, but they are not evidence of performance or client results.
Choose Priorities Based on Your Website’s Gaps
For a new website, sequence the work: resolve access problems, establish clear service pages, publish a small set of useful decision resources, and configure measurement. Add relevant external references as genuine opportunities arise. Do not start with an expensive dashboard when the underlying pages are incomplete. Define a useful first milestone, such as priority pages being accessible and the enquiry journey working, rather than an arbitrary number of articles.
For an established website, investigate the demonstrated constraint. Poor discovery calls for technical and content review; relevant visits without enquiries call for scrutiny of the offer and conversion path. Assign effort by business importance, severity, and implementation dependencies, not acronym popularity. Evil Villain’s SEO & AI Search Visibility service is the relevant starting point when you need help turning those findings into a coordinated improvement plan with clear responsibilities.
Measure Visibility Without Losing the Business Outcome
Track indexing, qualified organic visits, enquiries, and eventual business outcomes together. Review which landing pages attract suitable prospects and whether those prospects progress. Google includes traffic from its AI features in Search Console’s overall Web search reporting, rather than providing clean standalone attribution there. Do not present an increase in total search traffic as proof that a particular AI initiative caused it.
If you monitor generated answers, define a repeatable sample of prompts, platforms, dates, and conditions. Record citations and relevant mentions, but treat the results as observations, not a census of visibility. Compare them with customer behaviour before changing budgets. Start with the highest-impact unresolved gap, review the result, and then choose the next improvement. To translate that sequence into a practical brief, discuss your search visibility with Evil Villain. Bring your priority services, current obstacles, and commercial goals.
Frequently asked questions
Should a small business buy separate SEO, AEO, and GEO packages?
Not automatically. Ask each provider to identify the specific problem, proposed work, and success measure. If all three packages repeat technical fixes and content editing, consolidate the scope. Separate investment makes sense only when there is a distinct requirement, responsibility, or measurement question to address.
Do FAQs or special files guarantee AI citations?
No. Google specifies no additional requirements or special optimisation for its AI features. Use FAQs when they resolve genuine customer uncertainties, not as a citation trick. Ask vendors to substantiate claims about special files or markup, and distinguish Google guidance from assumptions about other platforms.
Can AI write our search content?
AI can support research organisation, outlines, and drafting, but someone must verify the facts and ensure the page adds value. Give it approved source material and clear boundaries. Do not publish repetitive pages simply because generation is inexpensive or your editorial calendar has an empty slot.
How soon should we expect measurable improvement?
Set milestones around work you can verify rather than promising a fixed ranking timeline. Confirm that fixes are deployed, priority pages are accessible, and enquiries are recorded correctly. Then evaluate discovery and commercial trends over an agreed review period, accounting for other changes affecting demand.
What should we include in a search visibility brief?
Include priority services, target customers, geographic scope, current website constraints, available evidence, and access to existing measurement. State whether the main problem is discovery, understanding, or conversion. Ask for an ordered backlog with owners and acceptance criteria, plus reporting that separates observed results from attribution assumptions.