AI development on your site, and how to measure the results
AI development can make a site more useful: a chatbot that answers questions from your own documentation, a quote estimator, smarter site search. Our AI model development service covers chatbots, generative AI and machine learning. Be clear about what it does not do, though. A chat widget will not make ChatGPT or Google recommend you, because those systems read your public pages, not your chatbot. Ground answers in verified content, have a person review them, and tell visitors when AI is involved.
Measure what you can
Where | What to look at |
Google Search Console | The Generative AI performance report, which shows how content performs in AI features on Google Search |
Google Analytics | Referral visits from ChatGPT, which carry utm_source=chatgpt.com |
A monthly prompt test | Ask ChatGPT and AI Mode the ten questions your customers ask, and note whether you appear as a source |
Treat third-party "AI rank trackers" with care. Google warns that no outside tool has access to its internal ranking or AI systems.
Practical examples: three London scenarios
These are illustrative scenarios built to show the method. They are not client results.
A London aesthetics clinic
The booking site looks polished, but treatment pages are thin and the Business Profile shows an old address. The fix: treatment details in text, practitioner bios and a corrected profile. Health is a topic where Google gives extra weight to expertise and trust, so a qualified practitioner should write or review every treatment page.
A utilities comparison site, the kind of platform we have built for UK clients, keeps its quote tool as a client-rendered web application. The public pages explaining each service are server-rendered and carry named authors and plain-English guides. Enquiries are tagged by source, so the team can see which ones began on chatgpt.com.
A London online retailer
The retailer keeps price and stock in server-rendered text and sends an accurate feed to Merchant Center. It also publishes buying guides written by the staff who handle the products.
A 90-day action plan
This plan puts access first, because nothing else works if crawlers cannot reach your pages. Keep the scope small enough to finish and read.

Write the review criteria in week 1: the prompts you will test, the visits you expect and the enquiries that count.
How to choose a web development London agency for AI search
Plenty of agencies now promise to rank you in ChatGPT. Nobody can guarantee that, and Google advises weighing any third-party "GEO" or "AEO" advice against its official guidance. Put these five questions to any agency instead:
Which parts of the build affect crawling, indexing and rendering, and who owns them?
Will public pages be server-rendered, and how will you prove it?
How will you measure results beyond rankings, such as Search Console reports and chatgpt.com referrals?
Who writes and reviews the content, and how is AI use disclosed?
What do you mean by GEO or AEO, and how does it differ from Google's own guidance?
How GSS Tech Solutions can help
GSS Tech Solutions is a UK digital agency with offices in London and Leeds. Our website development service covers custom builds, CMS integration, e-commerce, API integration and speed work against Core Web Vitals, with SEO planned in from the start. Our team also builds web applications through software development, and offers AI model development and SEO services to connect it all.
Frequently Asked Questions (FAQs)
Do I need llms.txt or special schema to appear in Google AI Mode?
No. Google says it does not use llms.txt and that no special structured data is required. Structured data still supports rich results, so keep it accurate.
Should I block GPTBot?
That is your choice. OpenAI treats GPTBot, which relates to training, separately from OAI-SearchBot, which relates to search. Do not block OAI-SearchBot if you want to appear in ChatGPT search.
How long until changes show up?
Google says crawling can take anywhere from several days to several months, depending on how often it decides a page needs refreshing. You can request a recrawl in Search Console.
Can a React or Next.js website appear in AI answers?
Yes. Google can process JavaScript if it is not blocked, but server-rendering your public pages removes most of the risk.
Can anyone guarantee a ChatGPT recommendation?
No. Google itself notes that indexing and serving are never guaranteed, and the same caution applies to any AI system. Be wary of anyone who promises otherwise.
Final Words
Being found in ChatGPT and Google AI Mode is not a separate discipline. It is good web development London businesses can rely on: pages crawlers can reach, content real people find useful, and measurement that shows what is working. Start with access, build proof, then measure for 90 days.
If you would like a London team to check your site against this list, talk to GSS Tech Solutions or call 0203 599 8122 for a free quote.