AI Search and LLM Visibility
Get cited and recommended by ChatGPT, Gemini and AI Overviews.
Your next customer asks an AI assistant before they ever reach Google. True SEO makes your business one of the names ChatGPT, Microsoft Copilot, Perplexity, Gemini and Google AI Overviews give back.
We build the topical authority, structured content and cross-platform presence assistants need to quote your brand, then we track which buyer prompts win and report the enquiries that follow.
30 minutes No card needed Live AI prompts on your brand No obligation
On the call, a UK SEO consultant runs your buyer prompts through ChatGPT, Gemini, Copilot and Perplexity, shows you where you appear and where rivals do, and scopes a fix.
Your next customer may never see your website on Google. They ask ChatGPT for the best accountant, the best letting agent, the best clinic near them, and they act on the three names it gives back. If your business is not one of those names, the enquiry goes to a competitor before you knew the search happened. True SEO gets your business cited, mentioned and recommended by the assistants people now trust: ChatGPT, Google AI Overviews, Gemini, Microsoft Copilot, Perplexity and Claude.
This page explains what it means to rank on AI and LLM search, why an assistant picks your rival over you, and the method we use to turn your website into a source those systems quote. You will also see what it costs you to ignore it, how a package looks at every budget level, and how an engagement with us works.
Key takeaways
- Ranking on AI means being cited, mentioned and recommended inside an assistant’s answer, not just listed on a results page.
- ChatGPT reached around 900 million weekly active users by February 2026, more than double a year earlier, according to OpenAI.
- Assistants pick sources by entity recognition, topical authority, extractable answers and trusted mentions, not by who paid the most.
- Adding statistics, citations and quotations can lift a source’s visibility in AI answers by up to 40%, found a Princeton University and Georgia Tech study.
- True SEO builds this through semantic topical authority, structured content and cross-platform presence, then tracks which prompts name your brand.
Ready to find out whether AI assistants currently name your business or your competitor? We will check live prompts with you.
Book a free 30-minute consultationA complete AI search visibility service, built around four pillars
We do not chase rankings alone. We engineer your business to be quoted, cited and recommended across every AI surface your buyers now use, with measurement that ties every move back to enquiries.
Entity and topical authority
We align your name, services and topic coverage across every platform an assistant trusts, then map the full topic territory your buyers ask about.
Answer-first content engineering
We rewrite priority pages so each buyer question is answered in the first sentence beneath the heading, with tables, datasets and comparison content that AI lifts cleanly.
Technical signals for AI bots
We wire the schema, llms.txt, agentic accessibility and multimodal tagging that let ChatGPT, Gemini and Perplexity read your business without ambiguity.
Measurement and SoV reporting
We test the questions your buyers ask across every major assistant, track your AI share of voice month on month, and report the enquiries that follow.
Every package starts with a free 30-minute call and an AI visibility snapshot. No minimum commitment, KPI-led delivery, 30 days’ notice to stop.
Start with a free callWhat it means to rank on AI and get referred by LLMs
Ranking on AI means an assistant names your business inside the answer it writes, rather than your link sitting somewhere a person now skips.
A large language model, the technology behind ChatGPT, Gemini and Copilot, reads a question, gathers the sources it trusts, and writes one synthesised reply. Your goal is to be a source it pulls from and a brand it recommends. That is a different job from classic SEO, and it has its own name in two halves: answer engine optimisation (AEO), getting picked as the direct answer, and generative engine optimisation (GEO), getting cited inside a generated response.
True SEO does the strategy and the implementation for both. We make your site the most complete, most quotable resource on the topics your buyers ask about, then we wire in the technical signals an assistant needs to read you cleanly and the off-site mentions it uses to trust you. The method that earns it is the same content-first approach behind our semantic SEO and topical authority service, applied to a new set of surfaces.
A citation can look like a named recommendation (“firms such as yours”), a linked source under an AI Overview, or a brand mention with no link at all. All three move buyers. The last one matters more than people expect, because an assistant that praises your expertise has already done your selling before anyone reaches your site.
Why ChatGPT recommends your competitor and not you
ChatGPT names your competitor because their content is easier for it to read, trust and quote, not because their service is better. Assistants do not rank pages the way Google’s blue links once did. They retrieve passages, weigh how authoritative and consistent a source looks, and prefer brands that appear across many trusted places. A rival who answers the exact question in plain words, backs it with figures, and turns up in directories, reviews and an industry body listing gives the model an easy, safe choice.
Three gaps explain most of the cases we audit. The content reads like brochure copy, so there is no clean sentence to lift. The site lacks the structured data that tells a machine what the business is and does. And the brand barely exists off its own website, so the model has nothing external to corroborate. Sites present on four or more platforms are far more likely to surface in ChatGPT recommendations, found analysis summarised in Mersel AI’s 2026 GEO research.
There is also a freshness factor. Models lean on recent, regularly updated material, and an assistant grounded on live web results will favour a page edited last month over one untouched for two years. Fix those four things, readability, structure, off-site trust and freshness, and the same model that ignored you starts quoting you.

What ignoring AI search costs your business
The traffic hit is real. Authoritas analysis reported by The Guardian put traffic loss for sites that slipped beneath a Google AI Overview as high as 79%. Pew Research Center found people click a link in only 8% of AI-summary visits, against 15% without.
Ignoring AI search costs you the click before the click, the moment a buyer forms a shortlist without ever reaching a results page. Pew Research Center found that when an AI summary appears, people click through to a website in just 8% of visits, compared with 15% when no summary shows, and only 1% click the sources cited inside the summary. Close to a third of UK Google searches now return an AI summary above the normal results, so this is mainstream behaviour, not a fringe case.
The traffic hit is real for the pages that drop below those answers. Ahrefs, measuring across a very large sample of searches, found AI Overviews cut click-through rates by about 34.5%. Authoritas analysis reported by The Guardian put the loss as high as 79% for sites that slipped beneath an Overview. Lose the answer slot and you lose the visit, the enquiry and the sale that followed it.
Picture a four-partner accountancy practice in the Midlands. It held page-one rankings for local tax searches, then watched form fills fall by a quarter over two quarters with no change to its own pages. The cause sat above its listing: an AI summary answering the question and naming two rivals. Nothing about the firm got worse. The route buyers took simply moved, and the firm was not built for the new one.
A Midlands accountancy practice we rebuilt for AI search

How AI assistants and LLMs decide which businesses to cite
Assistants cite the source that most clearly, credibly and completely answers the question, then recommend the brand they meet most often across trusted places. Six factors decide it, and we engineer for all six.
- Entity clarity tells the model who you are. A consistent business name, address and description across your site, Google Business Profile, Companies House and the major directories lets the assistant recognise you as a real, specific entity rather than a vague string of words.
- Topical authority tells it you are worth quoting. Covering a subject in depth across pillar pages and supporting articles, the method in our topical authority guide, is what convinces a model your site is the reference on that topic.
- Extractable answers give it something to lift. A heading that asks the buyer’s real question, answered in the first sentence beneath it, is far easier to quote than a paragraph that warms up for three lines first. Zyppy’s 2025 analysis found roughly 44% of AI citations come from the first third of a page.
- Evidence gives it confidence. Statistics, named sources and direct quotations raised source visibility by up to 40% in the Princeton University and Georgia Tech GEO study, with adding statistics the single most effective change.
- Structured data gives it certainty. Schema markup for your organisation, services and FAQs, part of our technical and on-page SEO work, spells out facts a model would otherwise have to guess.
- Off-site trust gives it corroboration. Reviews, citations and mentions on sites the model already trusts confirm that your own claims hold up.
Most sites optimise four of the six factors and skip presence and freshness. Those two are what tip an assistant from “knows you exist” to “names you in the answer”.
Topical authority is what makes a source quotable, not link count or ad spend.
Our semantic SEO and topical authority service is the strategy behind every citation we earn for clients.

How True SEO gets you cited and recommended across AI platforms
We earn your citations through a connected build, not a checklist of one-off tasks. The work runs in a clear order, and each stage feeds the next.
Build the entity and the topical authority
We start by making your business legible to a machine and authoritative on its subject. We align your name, services and descriptions everywhere they appear, then map the full topic your buyers ask about and plan the pillar and cluster pages that cover it.
Make every answer extractable
We rewrite your key pages so each buyer question becomes a heading answered in its first sentence, then expanded with the detail a human reader needs. This is also where we keep the writing genuinely human, the discipline in our guide on humanising AI-generated content.
Wire in the technical signals
We add the schema markup, llms.txt declarations, clean heading structure and crawler access that let assistants read you without ambiguity, and we make sure the AI crawlers are allowed to reach the pages you want quoted.
Back claims with evidence
We support your pages with figures, named sources and quotable lines, the exact pattern the GEO research rewards. A statement with a number behind it earns a citation that a vague claim never will.
Spread presence and reviews
We strengthen your Google Business Profile, directory listings and review profile so your name appears across the platforms assistants trust, work that overlaps with our local and multi-location SEO service.
Track the prompts
We test the questions your buyers actually ask across ChatGPT, Gemini and Perplexity, record which brands get named, and report your share of those answers over time. You see movement on the prompts that win work, not a vanity score.
The True SEO method, end to end
Four AI search packages, built for where your business is now
Every tier includes the AI Visibility Snapshot, sentiment analysis and competitor citation gap. The difference is depth of build, monthly volumes and how much consensus and review work we own on your behalf.
Choose your tier
Free 30-minute call before commitment. No minimum term.
Lite
Foundation visibility for a single service line.
For owners testing AI search before scaling investment.
Get startedCore
Active build across content, schema and citations.
For growing firms ready to move on AI share of voice.
Get startedPro
Full-spectrum GEO with hallucination monitoring.
Most chosen by firms competing in crowded AI answers.
Get startedEnterprise
Bespoke programme with consensus and review strategy.
For multi-location brands and category leaders.
Get started| Capability | Lite | Core | Pro | Enterprise |
|---|---|---|---|---|
| Diagnostic and audit | ||||
| AI Visibility Snapshot (30-prompt heatmap) | ||||
| Sentiment and narrative analysis | ||||
| AI citation gap analysis vs competitors | ||||
| Technical optimisation | ||||
| llms.txt and llms-full.txt setup | ||||
| Advanced entity schema (JSON-LD) | − | |||
| Agentic accessibility audit (AI bots) | − | − | ||
| Multimodal asset tagging (image and video AI) | − | − | ||
| Content engineering | ||||
| Answer-first page restructuring | 2/mo | 4/mo | 8/mo | Bespoke |
| Markdown tables and dataset creation | 1/mo | 2/mo | 4/mo | Bespoke |
| Comparison and VS content library | − | − | ||
| Topic clusters and AI glossary pages | − | 2/mo | 4/mo | Bespoke |
| Authority and consensus | ||||
| Targeted citation placements | 1/mo | 2/mo | 4/mo | Bespoke |
| Knowledge graph seeding (Wikidata, G2 and similar) | − | − | ||
| Community and forum consensus signals | − | − | − | |
| Review strategy for AI recommendations | − | − | − | |
| Measurement and governance | ||||
| Monthly AI share of voice (SoV) report | − | |||
| AI hallucination monitoring and correction | − | − | ||
| LLM analytics (GA4 plus AI referrals) | ||||
All packages run on a rolling monthly retainer with 30 days’ notice to stop. Bespoke pricing on consultation.
Lite
Foundation visibility for a single service line.
For owners testing AI search before scaling investment.
- Diagnostic and audit
- AI Visibility Snapshot (30-prompt heatmap)
- Sentiment and narrative analysis
- AI citation gap analysis vs competitors
- Technical optimisation
- llms.txt and llms-full.txt setup
- Content engineering
- Answer-first page restructuring (2/mo)
- Markdown tables and dataset creation (1/mo)
- Authority and consensus
- Targeted citation placements (1/mo)
- Measurement and governance
- LLM analytics (GA4 plus AI referrals)
Core
Active build across content, schema and citations.
For growing firms ready to move on AI share of voice.
- Diagnostic and audit
- AI Visibility Snapshot (30-prompt heatmap)
- Sentiment and narrative analysis
- AI citation gap analysis vs competitors
- Technical optimisation
- llms.txt and llms-full.txt setup
- Advanced entity schema (JSON-LD)
- Content engineering
- Answer-first page restructuring (4/mo)
- Markdown tables and dataset creation (2/mo)
- Topic clusters and AI glossary pages (2/mo)
- Authority and consensus
- Targeted citation placements (2/mo)
- Measurement and governance
- Monthly AI share of voice (SoV) report
- LLM analytics (GA4 plus AI referrals)
Pro
Full-spectrum GEO with hallucination monitoring.
Most chosen by firms competing in crowded AI answers.
- Diagnostic and audit
- AI Visibility Snapshot (30-prompt heatmap)
- Sentiment and narrative analysis
- AI citation gap analysis vs competitors
- Technical optimisation
- llms.txt and llms-full.txt setup
- Advanced entity schema (JSON-LD)
- Agentic accessibility audit (AI bots)
- Multimodal asset tagging (image and video AI)
- Content engineering
- Answer-first page restructuring (8/mo)
- Markdown tables and dataset creation (4/mo)
- Comparison and VS content library
- Topic clusters and AI glossary pages (4/mo)
- Authority and consensus
- Targeted citation placements (4/mo)
- Knowledge graph seeding (Wikidata, G2 and similar)
- Measurement and governance
- Monthly AI share of voice (SoV) report
- AI hallucination monitoring and correction
- LLM analytics (GA4 plus AI referrals)
Enterprise
Bespoke programme with consensus and review strategy.
For multi-location brands and category leaders.
- Diagnostic and audit
- AI Visibility Snapshot (30-prompt heatmap)
- Sentiment and narrative analysis
- AI citation gap analysis vs competitors
- Technical optimisation
- llms.txt and llms-full.txt setup
- Advanced entity schema (JSON-LD)
- Agentic accessibility audit (AI bots)
- Multimodal asset tagging (image and video AI)
- Content engineering
- Answer-first page restructuring (Bespoke)
- Markdown tables and dataset creation (Bespoke)
- Comparison and VS content library
- Topic clusters and AI glossary pages (Bespoke)
- Authority and consensus
- Targeted citation placements (Bespoke)
- Knowledge graph seeding (Wikidata, G2 and similar)
- Community and forum consensus signals
- Review strategy for AI recommendations
- Measurement and governance
- Monthly AI share of voice (SoV) report
- AI hallucination monitoring and correction
- LLM analytics (GA4 plus AI referrals)
All packages run on a rolling monthly retainer with 30 days’ notice to stop. Bespoke pricing on consultation.

How ranking on AI differs from traditional SEO
Ranking on AI optimises to be the answer, while traditional SEO optimises to be a link near the answer. Classic SEO chases a position in a list of ten results, measured by rankings and clicks. Answer engine and generative engine optimisation chase a place inside the assistant’s reply, measured by mentions, citations and recommendations. The skills overlap, the goal does not.
The two are not rivals. Strong traditional SEO still feeds AI visibility, because a page that ranks well and reads clearly is a page an assistant is more likely to retrieve. The shift is in emphasis. Backlinks carry less relative weight than they did, while content clarity, factual density, structured data and off-site mentions carry more. A small firm with deep, well-sourced content on a tight niche can now be cited ahead of a national brand that publishes shallow pages, which is a genuine opening for focused UK businesses.
So the practical move is to keep ranking on Google and Bing while adding the citation-first layer on top. Doing one without the other leaves visibility on the table.
How ready is your site to be cited by ChatGPT, Gemini and AI Overviews?
Six quick questions. You will get a specific next move based on your answers.
When you asked ChatGPT or Gemini for the best provider of your service, did it name your business?
How much of your priority service content opens with a direct answer in the first sentence beneath the heading?
How extensively does your site use schema markup (Organization, Service, FAQ, Article)?
How present is your business across directories, reviews and third-party mentions?
How do you currently track whether AI assistants recommend your business?
How fresh is your priority service and topic content?
How to measure whether AI is recommending your business
You measure AI visibility by testing real buyer prompts, tracking how often your brand is named, and watching AI referral traffic in your analytics. We run a fixed set of the questions your customers ask across the main assistants, then log whether you appear, whether you are recommended, and which competitors share the answer. That gives a share-of-voice figure you can move month on month.
We pair that with two harder signals. Your analytics now separates referrals from ChatGPT, Perplexity and other assistants, so we report visits and enquiries from AI sources directly. And we watch the AI Overview and AI Mode appearances for your priority queries, since being cited there is visibility even when the click stays on Google. AI referral traffic is still a small slice of the total for most sites, but it is growing faster than any other channel, and it tends to arrive better informed.
Reporting matters as much as measuring. A board wants to see which prompts you win, what changed, and what enquiries followed, not a screenshot of a tool. We build that into the monthly review so the AI work answers to the same standard as the rest of your SEO.

Does AI visibility bring real enquiries
AI visibility brings enquiries, and the visitors it sends tend to convert well because they arrive already recommended. Adobe Analytics recorded a 693% rise in AI referral traffic over the 2025 holiday season, and found shoppers arriving from AI assistants were about 33% less likely to bounce than other visitors. A person who reaches you because an assistant vouched for you starts the conversation half-sold.
“True SEO and Mohammad are the hands down the best SEO experts I’ve worked with in 15 years. They ranked me top of Google, featured snippets, AI search and organic SERPs for 30+ super competitive keywords within three months.”Buhir Rafiq MAAT, Practice Principal, RX Virtual Finance Ltd and Total Books Accountants Ltd
We see the same pattern in client work. One practice principal we worked with reported ranking top of Google, featured snippets and AI search for more than 30 competitive keywords inside three months, alongside a site rebuild and a semantic content plan. A Bristol letting agency we support holds strong local and AI Overview visibility and first-position results for the tenant-finding searches that bring it landlords. A pharmacy-focused finance firm reached number one for its core term and the first page within about 60 days. These are real engagements, and the AI layer compounds the organic one rather than replacing it.
The Midlands accountancy practice from earlier shows the recovery side. After we rebuilt its landlord and property-tax pages as answer-first content with named figures and FAQ schema, tightened its organisation and service markup, and earned listings on two directories and a trade body, it appeared in ChatGPT and Gemini answers for four landlord-accountancy prompts within about 14 weeks. AI-referred visits grew from near zero to roughly 60 a month and converted at a higher rate than its Google organic traffic.
How to fix wrong or outdated information AI gives about your business
You correct a wrong AI answer by repairing the sources the model reads, since you cannot edit the model itself. Assistants repeat what their training data and the live web tell them, so a stale phone number, an old service list or a confused description usually traces back to inconsistent information across the places they trust. We audit those sources, align your name, address, services and descriptions across your site, Google Business Profile and the major directories, and remove the contradictions a model trips over.
Authoritative corroboration speeds it up. Getting accurate facts onto sources a model weights heavily, your own well-structured pages, recognised directories and reputable third-party mentions, gives the assistant a clean version to prefer over the outdated one. Fresh, dated content helps here too, because a recently updated page signals which version is current.
This is slower than flipping a switch, and we are honest about that. Models refresh on their own schedule, so a correction shows first in assistants grounded on live search, then in the rest as they update.

Who this AI and LLM ranking service is for, and how it works
This service fits any UK business whose buyers research before they enquire, and it works as supervised strategy rather than packaged tasks. We build for accountants, financial advisers, solicitors, healthcare and dental clinics, hotels, ecommerce stores, automotive firms, luxury brands, letting and estate agents, and founders growing a personal profile. The sectors share one trait: their customers compare options, and that comparison increasingly happens inside an assistant. Our SEO for accountants shows how the same method adapts to a regulated profession.
The work is led by people who came from inside business. Mohammad A Mahmud, our founder, is an ACCA-qualified Chartered Certified Accountant with an MSc from the University of South Wales and around fifteen years in search, trained in Koray Tugberk Gubur’s semantic method. Julie Williams brings more than thirty years in finance and strategy as a fractional CFO and certified business coach. That grounding is why every ranking decision connects to enquiries and revenue, not just to a position.
How it runs is simple. You start with a free 30-minute consultation and audit, we show you where assistants name you and where they name rivals, and we scope the build around your priorities. There is no minimum commitment, with 30 days’ notice to stop. We are a Cardiff consultancy working with clients across the UK and onboarding remotely worldwide.
Frequently asked questions
Can I really get my business mentioned by ChatGPT?
Yes, you can earn mentions by becoming a source ChatGPT trusts and can read cleanly. That means deep, answer-first content on your topic, consistent entity information across the web, structured data, and presence on the directories and review sites the model already uses. No platform sells paid placement in AI answers as of early 2026, so the route is earned visibility, which is exactly what we build.
How long does AI search visibility take?
Most businesses see first movement within two to four months, with stronger results building over six. Early changes appear faster in assistants that read live web results, since they update as your pages and listings improve. Established authority, a clean technical base and a known brand all shorten the timeline, while a competitive niche can lengthen it.
Is this the same as appearing in Google AI Overviews?
Appearing in AI Overviews is one part of it, alongside getting named in ChatGPT, Gemini, Copilot and Perplexity. AI Overviews sit on Google’s results and pull from pages it trusts, so strong content and schema help you surface there. The wider service also targets the standalone assistants people open instead of Google, which is why we treat it as one cross-platform job.
What is the difference between AEO and GEO?
AEO (answer engine optimisation) is the practice of structuring content so it is selected as the direct answer by AI assistants, voice search and answer engines. GEO (generative engine optimisation) is the practice of structuring content so generative AI systems cite it as a source when writing answers. The two overlap heavily. We deliver both as one service because the same content, schema and presence work feeds both surfaces.
How much does AI search optimisation cost?
Our four packages, Lite, Core, Pro and Enterprise, run on a rolling monthly retainer with no minimum commitment and 30 days’ notice to stop. Bespoke pricing is set on consultation, based on your sector, the competition you face and how fast you need to move. Start with a free 30-minute call and we will scope it around your priorities.
Do I need a big budget or thousands of backlinks?
No, you need depth, clarity and consistency more than spend or link volume. The Princeton GEO research found that adding statistics, citations and clear sourcing lifted visibility regardless of a page’s backlink profile. A focused business with genuinely complete content on its niche can be cited ahead of a larger rival that publishes shallow pages.
How do you prove the work is paying off?
We track the buyer prompts you want to win across the main assistants, report how often your brand is named, and show AI referral visits and enquiries in your analytics. You see share of voice on the questions that bring work, plus the Overview and AI Mode appearances for your priority queries. The review focuses on enquiries and movement, not on tool screenshots.
What is llms.txt and do I really need it?
llms.txt is a plain-text file at your domain’s root that gives AI crawlers a clean map of your most useful pages and how to interpret them. The companion llms-full.txt expands that into the full content set in a model-friendly format. It is not a magic switch, but a properly written llms.txt makes your site faster and cheaper for an assistant to read, and that tilts the odds in your favour at retrieval time. We set it up on every package.
Be the business AI recommends, not the one it leaves out
The shortlist now forms inside the answer, and the businesses inside it win the work while the rest never learn the search happened. Earning that place is a build, not a trick: own your topic, write answers a machine can lift, prove your claims with figures, and show up consistently across the platforms assistants trust.
True SEO does that work as your strategy and implementation partner, and we tie every move to the enquiries your business actually wants. Cardiff-based, serving the UK, onboarding worldwide via a fully remote process.