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AI Visibility · London

AI visibility in London for trades

When a London homeowner asks an AI assistant which builder or plumber to call, someone gets cited. We work to make that someone your firm.

A growing number of London homeowners ask ChatGPT, Perplexity or Google AI Overviews who to call for a trade before they ever open a search results page. AI visibility, also called GEO or AEO, structures your business information so those assistants cite your firm as a trusted answer for your trade and your London boroughs. It is the new layer of local visibility: firms whose data is clear, consistent and citable get recommended; those whose data is thin or fragmented do not appear in that answer at all, regardless of how good their Google rankings are. With very few London trades businesses working this channel yet, establishing your citability now creates a first-mover position that compounds in the same way organic search rankings did a decade ago.

Book your auditBack to city hub
The visibility layer most London trades are not working yet.
search.google.com/test/rich-results
JSON-LD · schema.org
application/ld+json
{
"@context": "https://schema.org",
"@type": "LocalBusiness",
"name": "London Lock & Key 24h",
"@type": "Locksmith",
"areaServed": "London",
"priceRange": "££",
"hasOfferCatalog": {
"@type": "OfferCatalog",
"name": "Emergency callout"
},
"aggregateRating": {
"@type": "AggregateRating",
"ratingValue": 4.9,
"reviewCount": 217
},
"inLanguage": "en-GB",
"address": {
"addressLocality": "London",
"addressCountry": "GB"
}
}
Rich Results Test
Valid · 4 types detected
Types detected:LocalBusiness · Service · FAQPage · Review

londonlockandkey.co.uk › emergency-callout

London Lock & Key 24h

4.9(217)ReviewsEmergency callout

How much does an emergency locksmith callout cost in London?

Callouts start from £95, including a standard cylinder replacement in Camden and Central London.

FAQ
Portátil mostrando un panel de analítica con datos en tiempo real
Full service: AI Visibility
9,1MLondon residents, increasingly using AI assistants before searching GoogleONS Mid-Year Population Estimates 2023
~981,000London SMEs competing for visibility: very few have optimised for AI answersHouse of Commons Library, Business Statistics
~17%Of London properties in conservation areas, generating specialist AI-answer queriesHistoric England, Heritage Counts
[ 01 ]What it includes

Everything in this service

01

Citability audit across AI assistants

We test ChatGPT, Perplexity and Google AI Overviews for your trade and London boroughs to establish your baseline: whether your firm is cited, ignored or mentioned but misrepresented in AI-generated answers.

02

LocalBusiness and service schema

We implement and validate schema markup that communicates your business category, services, London boroughs and specialist experience, such as Gas Safe registration or conservation-area work, in a format AI assistants can interpret and cite accurately.

03

AEO content that answers real questions

We create content that directly answers the questions a London homeowner would ask an AI about your trade: what to expect from a loft conversion in Islington, which regulatory approvals a rear extension in a conservation area requires, or how Gas Safe certification works.

04

Signal consistency across all sources

We align your website, Google Business Profile, trade directories and any other sources so AI assistants encounter one clear, consistent version of your business rather than conflicting information that leads to omission or misrepresentation.

05

Citability monitoring and iteration

We re-test your citability in the major AI assistants monthly and adjust schema, content and signal consistency in response to changes in how those assistants index and weight local business information.

06

First-mover advantage while the channel is open

Very few London trades businesses have worked AI visibility. Establishing your structured data and AEO content now creates a citation presence that becomes progressively harder for late-entrant competitors to displace.

[ 02 ]The local picture

Why this matters in this market

Search is moving into AI assistants

AI assistants give direct answers and recommend specific businesses. If your information is not structured for them, you simply do not appear in those answers, however highly you rank in conventional search.

First-mover advantage before the channel saturates

Very few construction and trades businesses in London are working their AI visibility. Those that structure their data now establish themselves as citable sources before the channel becomes as competitive as Google's local pack.

AI assistants reward clear, consistent and citable information

Structured data, content that answers real customer questions and a consistent business profile across all sources are what cause an AI assistant to select your firm as a recommended answer rather than a competitor.

~17% of London properties in a conservation area

Conservation and period-property expertise is an underused AI-answer opportunity

Around 17% of London properties sit in a conservation area, generating a high volume of specialist queries to AI assistants about planning consent, listed-building rules and period-property renovation. Firms that document their expertise in this area are well-positioned to capture AI-generated recommendations for those high-value jobs.

Source: Historic England, Heritage Counts
Smartphone mostrando una interfaz de chat de IA
[ 03 ]How it works

The mechanism, step by step

01

Baseline citability testing

We query ChatGPT, Perplexity, Google AI Overviews and other relevant assistants with the exact questions a London homeowner would ask about your trade and borough, recording whether you appear, how you are described and who is currently being cited instead.

02

Structured data implementation

We implement LocalBusiness, Service and relevant additional schema types on your website, validated against schema.org definitions, so AI assistants can read your business information in an unambiguous machine-readable format.

03

AEO content creation

We write content that answers the specific questions AI assistants surface about your trade in London: process questions, regulatory questions, cost-range questions and specialist questions about period-property or conservation work.

04

Cross-source signal alignment

We audit and align your business information across your website, Google Business Profile, Companies House record, trade-body directories and other sources so AI assistants draw from a single coherent picture of your business.

05

Iterative monitoring and refinement

AI assistant indexes update continuously. We monitor your citability monthly and adjust content, schema and signal consistency in response to changes, maintaining your position as a cited source over time.

Profesional trabajando sobre los planos de un proyecto de construcción
[ 04 ]How we deliver it

Our approach

01

Structured data and schema

We mark up your business, services and London boroughs with schema so AI assistants can understand and cite your information accurately.

02

AEO content

We create content that directly answers the questions a London homeowner would ask an AI about your trade, such as conservation-area planning, Gas Safe requirements or period-property extensions.

03

Signal consistency

We align your website, profile and directories so AI assistants have one clear, consistent version of your business to reference.

04

Citability monitoring

We test whether ChatGPT, Perplexity and Google AI Overviews cite your firm for your trade and boroughs, and adjust to improve your appearance in those answers.

05

First-mover positioning

We act early and build a structured citation presence before the majority of London competitors begin working this channel, creating a lead that compounds over time.

What you get

Concrete deliverables

Citability audit report showing current AI assistant citations for your trade and London boroughs

LocalBusiness and service schema implemented and validated on your website

AEO content targeting the questions London homeowners ask AI assistants about your trade

Cross-source signal consistency report and corrections across your key online presences

Monthly citability re-testing across ChatGPT, Perplexity and Google AI Overviews

Monthly report on citability changes and the content and schema adjustments made in response

Conservation and period-property expertise documentation where applicable to your trade

Aerial view of Tower Bridge and the River Thames at dusk with the London city skyline in the background
See it live

What this looks like in practice

search.google.com/test/rich-results
JSON-LD · schema.org
application/ld+json
{
"@context": "https://schema.org",
"@type": "LocalBusiness",
"name": "London Lock & Key 24h",
"@type": "Locksmith",
"areaServed": "London",
"priceRange": "££",
"hasOfferCatalog": {
"@type": "OfferCatalog",
"name": "Emergency callout"
},
"aggregateRating": {
"@type": "AggregateRating",
"ratingValue": 4.9,
"reviewCount": 217
},
"inLanguage": "en-GB",
"address": {
"addressLocality": "London",
"addressCountry": "GB"
}
}
Rich Results Test
Valid · 4 types detected
Types detected:LocalBusiness · Service · FAQPage · Review

londonlockandkey.co.uk › emergency-callout

London Lock & Key 24h

4.9(217)ReviewsEmergency callout

How much does an emergency locksmith callout cost in London?

Callouts start from £95, including a standard cylinder replacement in Camden and Central London.

FAQ
search.google.com/test/rich-results
JSON-LD · schema.org
application/ld+json
{
"@context": "https://schema.org",
"@type": "LocalBusiness",
"name": "London Lock & Key 24h",
"@type": "Locksmith",
"areaServed": "London",
"priceRange": "££",
"hasOfferCatalog": {
"@type": "OfferCatalog",
"name": "Emergency callout"
},
"aggregateRating": {
"@type": "AggregateRating",
"ratingValue": 4.9,
"reviewCount": 217
},
"inLanguage": "en-GB",
"address": {
"addressLocality": "London",
"addressCountry": "GB"
}
}
Rich Results Test
Valid · 4 types detected
Types detected:LocalBusiness · Service · FAQPage · Review

londonlockandkey.co.uk › emergency-callout

London Lock & Key 24h

4.9(217)ReviewsEmergency callout

How much does an emergency locksmith callout cost in London?

Callouts start from £95, including a standard cylinder replacement in Camden and Central London.

FAQ
Compared

How it stacks up

No AI visibility workAI visibility (MFB)Conventional SEO only
Cited in ChatGPT and Perplexity answersUnlikely: thin or conflicting signalsYes: structured, consistent, citable dataSometimes, if content is strong but not guaranteed
Appears in Google AI OverviewsRarelyYes: schema and AEO content alignedPossible but not systematically optimised
Conservation and period-property expertise documentedNoYes: specific content and schema fieldsPartially, if blog content covers it
First-mover position in London AI answersForfeited to earlier competitorsCaptured while channel is openPartially, dependent on ranking alone
Monitoring and iteration as AI indexes updateNoneMonthly citability testing and adjustmentNone specific to AI

Indicative comparison of visibility approaches for London trades businesses in AI-generated search.

The new layer

Appearing in the AI answer, not just on Google

AI assistants recommend businesses based on signals that can be deliberately worked. Becoming one of the sources cited when a Londoner asks an AI about your trade is the next frontier of local visibility, and it is still early enough to establish a position before competitors catch up.

[ — ]How to get started

From audit to production in 4 weeks

  1. 01
    Week 1

    Citability audit

    We test the major AI assistants for your trade and London boroughs to establish your current citability baseline.

  2. 02
    Week 2

    Schema and signal consistency

    Structured-data implementation and alignment of your profile and directory listings.

  3. 03
    Week 3

    AEO content

    Content targeting the real questions London homeowners ask AI assistants about your trade.

  4. 04
    Week 4

    Monitoring and improvement

    Citability re-testing and a continuous-improvement plan as AI assistants update their indexes.

Local data you won't find elsewhere

The numbers behind this market

Every figure carries a verifiable source. No invented numbers.

09,089,736 residents, the most populous region in the United KingdomLondon populationSource: ONS Mid-Year Population Estimates 2023
Around 981,000 SMEs, about 99.8% of all businesses in the capitalSMEs in LondonSource: House of Commons Library, Business Statistics
On average around 17% of London properties sit within a conservation area, with some boroughs above 50%Conservation-area coverageSource: Historic England, Heritage Counts
London accounts for around a quarter of new construction work in Great BritainShare of UK construction outputSource: ONS Construction Output statistics (Oct-Dec 2025)
About 16.5% of London workers are self-employed, the highest of any UK regionSelf-employment rateSource: ONS Labour Market / Annual Population Survey
Evidence

What the research shows

AI assistants use structured, citable web content when generating local business recommendations

Research into generative engine optimisation shows that AI language models draw preferentially on structured, authoritative and consistently signalled sources when generating answers about local businesses, making schema markup and signal consistency directly relevant to AI citability.

arXiv GEO

Google AI Overviews surface information from sources that meet structured-data and content-quality criteria

Google's AI Overviews system draws on structured data, E-E-A-T signals and content that directly answers the query, making the same foundations that support local SEO also relevant to AI Overview appearances.

Google AI Overviews

LocalBusiness schema is the standard for communicating local business information to automated systems

The schema.org LocalBusiness type and its trade-specific subtypes provide the vocabulary AI assistants and search engines use to interpret business identity, location and service scope. Implementing it correctly is a prerequisite for reliable AI citability.

schema.org
Glossary

Key terms, defined

GEO (Generative Engine Optimisation)
The discipline of structuring and presenting business information so that AI language models, when generating answers about a trade or location, select and cite your firm rather than a competitor or no specific business at all.
AEO (Answer Engine Optimisation)
The practice of creating content that directly and specifically answers the questions customers ask AI assistants, making your pages and data the preferred source for generated answers about your trade and London boroughs.
Citability
The measurable property of a business's online presence that determines how reliably AI assistants include it when generating answers about its trade and location. High citability requires clear structured data, consistent signals and content that answers real questions.
AI Overview
A generated summary produced by Google and displayed above conventional search results for certain queries, drawing on sources Google deems structured, authoritative and relevant to the question.
Signal consistency
The alignment of your business name, address, services, categories and specialist experience across all the sources an AI assistant may consult, including your website, Google Business Profile, trade directories and mentions on third-party sites.
Structured data (schema)
Machine-readable markup implemented on your website using the schema.org vocabulary, communicating your business identity, services, location and specialist expertise in a format that both search engines and AI assistants can interpret without inference.
In the field

The work behind it

Person asking an AI assistant on a smartphone which tradesperson to call in London
London homeowners increasingly ask AI assistants for trade recommendations before opening a search page.
Laptop screen showing an AI-generated answer recommending a local trades business
AI assistants cite specific businesses in their answers. Structured data and AEO content determine which businesses those are.
Builder working on a conservation-area property in London
Conservation and period-property expertise, documented in schema and AEO content, targets the high-value specialist queries London homeowners direct to AI assistants.
Sources & further reading

Where this comes from

Authoritative, verifiable sources behind this service.

DocumentaciónAI Overviews in Google SearchGoogle Search HelpDocumentaciónIntro to how structured data worksGoogle Search CentralEstudioGEO: Generative Engine OptimizationAggarwal et al., arXiv 2023EstándarSchema.org vocabularyschema.org
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How to show up in ChatGPT and Perplexity

The guide to AI visibility for local trades businesses.

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The complementary channel to AI visibility.

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Trades we serve

How AI visibility applies across each trade we work with.

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We answer before we start

Frequently asked

The real questions we get about this service in this market.

Direct help

Question not listed here?

Thirty minutes by video or phone. No jargon. The team answers with data from your business on the table.

Talk to the team
  1. Q/01What is AI visibility or GEO/AEO?

    It is the set of techniques that cause AI assistants such as ChatGPT, Perplexity and Google AI Overviews to understand and recommend your business when a customer asks a question about your trade. It combines structured data, content that answers real customer questions, and a consistent business profile across all sources, applied to your London market.

  2. Q/02Do London homeowners actually use AI assistants to find tradespeople?

    Usage is growing rapidly. AI assistants deliver direct answers and recommend specific businesses, and more customers are starting queries there before they open a search results page. Establishing your AI presence now, while few London trades businesses have done so, is the opportunity of the early-mover.

  3. Q/03Does AI visibility replace local SEO?

    No, it complements it. Local SEO positions you in Google and the map; AI visibility makes you citable when the search occurs inside an AI assistant. Both channels share the same foundations: structured data, quality content and a consistent profile. Working them together compounds your overall local visibility.

  4. Q/04How do I know if AI assistants currently cite my firm?

    We test this in the citability audit by asking the major AI assistants about your trade and London boroughs and recording whether your firm appears. That diagnosis is the starting point, and the audit is free.

  5. Q/05How long does AI visibility take to improve?

    The technical foundations, schema and signal consistency, can be implemented in the first weeks. AEO content builds over time. AI assistants re-index at their own pace, so citability improvements emerge gradually as they consolidate your signals, which is why starting early matters.

  6. Q/06Does conservation-area or period-property expertise affect AI citability?

    Yes, and it is a significant opportunity in London. Around 17% of London properties are in a conservation area. AI assistants receive specific questions about planning consent, listed buildings and period renovations and look for sources that directly address those topics. Firms that document their specialist experience in this area become more citable for those high-value queries.

  7. Q/07Which AI assistants do you optimise for?

    We prioritise ChatGPT, Perplexity and Google AI Overviews because they are the assistants most commonly used for local trade queries in the UK market. We monitor new entrants and adjust our methodology as the AI assistant landscape evolves.

  8. Q/08Is AI visibility relevant for all trades or only certain specialisms?

    It is relevant for any trade where customers ask questions before deciding who to call. Emergency trades receive high-intent queries; specialist trades such as conservation work, structural engineering or period-property renovation attract deeper research queries where AI assistants are particularly active. We tailor the AEO content and schema to the specific question types your trade generates.

Start with the audit

We audit your local visibility in 30 minutes. Free.

We tell you where you stand today, why, and the three things to move first. With your business data on the table. Document in 24h.

Book your audit