Google has published new guidance on how website owners should think about generative AI features in Search, including AI Overviews and AI Mode. For all the noise around “answer engine optimisation” and “generative engine optimisation”, the practical message is more grounded than many businesses might expect.
Google’s new resource says traditional SEO remains relevant because generative AI features in Search are still rooted in Google’s core Search ranking and quality systems. The guide also puts heavy emphasis on valuable, distinctive, people-first content, clear technical foundations, local and ecommerce details where relevant, and not chasing special AI-only tricks.
For Bath and South West businesses, that is useful clarity. It does not mean AI search can be ignored. It does mean the response should be calmer than “rewrite the whole website for AI” or “publish hundreds of thin pages for every possible prompt”.
What Google has actually announced
In a Google Search Central blog post, Google said it has created a new guide for website owners, SEOs and developers who want to understand how to optimise content for appearance in generative AI features in Search. The guide covers non-commodity content, local and shopping information, images and video, misconceptions around AEO and GEO, AI agents, and why SEO best practice still matters.
The most important point is that Google is not presenting AI search visibility as a completely separate discipline. Its guide says generative AI features rely on core Search ranking and quality systems, with techniques such as retrieval-augmented generation and query fan-out used to retrieve and interpret relevant web pages from Google’s index.
In plain English, your pages still need to be discoverable, useful and trusted. AI features may present answers differently, but they are not an excuse to forget the basics.
Why this matters locally
Many local businesses are already dealing with enough digital marketing complexity: Google Business Profile, organic search, paid search, reviews, website content, analytics, social platforms, email, directories and now AI search. It is easy for a new label to sound like another expensive job to add to the pile.
The useful reading of Google’s guidance is that most businesses do not need a panic project. A Bath professional service firm, Somerset retailer, Bristol venue, Wiltshire manufacturer or Gloucestershire charity should start by asking whether its website clearly explains what it does, who it helps, where it works, why it can be trusted, and what someone should do next.
That overlaps heavily with good SEO for local businesses. If your service pages are vague, your location information is thin, your examples are missing, your site is hard to crawl, or your content repeats generic advice found everywhere else, AI search is not the only problem. Normal search visibility and human conversion are probably suffering too.
Distinctive content beats generic volume
Google’s guide is especially clear on “non-commodity” content. It contrasts material with a genuine point of view or first-hand experience against content that simply restates common knowledge. That matters for small and regional organisations because they often have useful detail that larger generic sites lack.
A local business can usually say things a generic national article cannot: what customers actually ask before buying, which mistakes are common in the area, how a service works in practice, what photos or examples help people understand the offer, which nearby locations are served, what constraints shape delivery, or what evidence gives confidence.
That kind of detail is not just “content marketing”. It helps search systems and real people understand why the page exists. It can also make the page more useful when AI systems are trying to surface grounded answers rather than broad summaries.
This is where website content writing and editing should become more specific, not more inflated. The goal is not to sound clever about AI. The goal is to make the page genuinely harder to replace with a bland summary.
The AI-search shortcuts Google says you can ignore
Google’s mythbusting section is worth reading carefully. It says site owners do not need special AI-readable files such as llms.txt to appear in generative AI search, do not need to break content into tiny chunks for AI systems, and do not need to rewrite pages in a special way just for generative AI features.
That does not mean structure is irrelevant. Clear headings, logical sections, useful images, crawlable pages and sensible internal links still help. But the point of structure is to help people and search engines understand the page, not to perform rituals for a separate AI machine.
For local organisations with limited time, that distinction matters. It is usually better to improve a key service page, add credible examples, fix thin location information, update an outdated Google Business Profile, or make product and service details clearer than to chase a speculative AI-search hack.
What to check now
A sensible response to Google’s new guide is a small audit of the pages that matter most. Start with the pages that generate enquiries, explain core services, support local visibility, or answer important buyer questions.
- Check whether the page says something specific. If it could belong to any business in any town, it is probably too generic.
- Look for first-hand evidence. Add real examples, process detail, practical constraints, case studies, photos or local context where they genuinely help.
- Review technical basics. Important pages should be crawlable, indexable, mobile-friendly, reasonably fast and easy to understand.
- Keep business details consistent. Local services, trading areas, contact details, opening information and Google Business Profile signals should line up.
- Avoid mass-producing thin pages. More URLs are not the same as more useful visibility.
Businesses already investing in AI search optimisation should treat Google’s guidance as a useful filter. If a tactic improves clarity, usefulness, trust or crawlability, it may be worth doing. If it only exists because someone has given an old SEO shortcut a new AI label, be sceptical.
The practical takeaway
AI search will keep changing. The way Google displays answers, links, summaries, local results, products and source material is likely to keep evolving. Businesses should watch that carefully, especially if search visibility is a major source of leads.
But Google’s new guide is a reminder that the foundation has not vanished. Helpful content, clear technical SEO, distinctive experience, good local information and useful media still matter. In fact, they may matter more as generic content becomes easier to produce and harder to trust.
For Bath and South West businesses, the right question is not “How do we trick AI search into mentioning us?” It is “Would our most important pages be genuinely useful, clear and credible if an ideal customer landed on them today?”
If the answer is no, that is the place to start. Not because it is fashionable, but because it is still the part most likely to help both search systems and real people.
