SEO
Rank and be discovered
Improves crawlability, indexation, relevance, authority and organic visibility in conventional search results. It remains the foundation.
GEO agency · UK & UAE
Generative Engine Optimisation That Makes Your Brand the Answer
Vistoplex helps businesses become discoverable, citable and accurately represented across Google AI Overviews, AI Mode, ChatGPT Search, Perplexity, Microsoft Copilot, Gemini and other AI-led search experiences. We combine technical SEO, entity clarity, citation-ready content, digital authority and measurable AI visibility into one commercial GEO programme.
No generic scorecard · real query testing · commercial recommendations within one working day
4.9
★★★★★
Google Reviews
4.8
★★★★★
Trustpilot
5.0
★★★★★
Clutch
4.9
★★★★★
G2Commercial promptWhich digital growth agency should a UK professional services firm shortlist for SEO, web development and AI automation?
Answer opportunity detected
Your brand is relevant but not consistently selected. Competitors are being cited because their category positioning, third-party corroboration and service evidence are easier for retrieval systems to verify.
Recommended actionEntity + evidence + authority
34%Mention share
18%Citation share
72%Answer accuracy
Google AIChatGPTPerplexityCopilotGemini
What a GEO agency should improve
Visibility, citation, recommendation and accuracy.
AI share of voiceCitation frequencyBrand fact accuracyAssisted conversions
Selected Vistoplex projects and brands
300+
Businesses grown
10×
Average revenue lift
30min
Average response time
99%
Client satisfaction and retention
Generative search, explained properly
GEO is not SEO with “AI” pasted onto the proposal.
Generative engine optimisation is the disciplined work of improving whether AI-led search systems can find your business, understand what it does, trust the evidence around it, cite the right pages and represent the brand accurately when users ask commercial questions.
Traditional SEO earns discoverability. A page still needs to be crawlable, indexable, relevant and authoritative enough to enter the retrieval set. Google explicitly states that its established SEO fundamentals remain the foundation for AI Overviews and AI Mode.
GEO expands the outcome. Ranking is no longer the only objective. The brand must also be selected as supporting evidence, cited in an answer, recommended in a shortlist and described accurately enough to influence a buying decision.
The work happens on and off your website. Your pages provide first-party evidence. Reviews, industry publications, directories, partner sites, expert commentary and other independent sources corroborate it. AI systems often need both before they are confident enough to recommend a business.
This is why a serious generative engine optimisation agency must combine technical SEO, content strategy, entity architecture, digital PR, analytics and experimentation rather than sell a separate “AI content” package.
The four outcomes we optimise
- Discovery: your eligible pages enter the search and retrieval systems behind AI answers.
- Citation: your content is used as attributable supporting evidence.
- Recommendation: your brand appears when users ask who to choose, compare or shortlist.
- Accuracy: AI answers describe your services, locations, expertise and differentiators correctly.
No agency can guarantee a citation or recommendation on every run. Outputs vary by platform, prompt wording, location, freshness and model behaviour. We measure repeated performance across a controlled query set instead of presenting one favourable screenshot as proof.
AEO
Answer direct questions
Structures useful, concise answers for featured snippets, voice search and answer-led interfaces. It overlaps heavily with content and on-page SEO.
GEO
Be cited and recommended
Extends SEO into AI-generated answers by improving retrievability, entity confidence, evidence, corroboration and measurable brand visibility.
Why brands disappear
Six reasons AI search chooses somebody else.
Most businesses do not have an “AI wording” problem. They have a retrieval, evidence or authority problem that becomes visible when an answer engine has to choose only a handful of sources and recommendations.
01 / RETRIEVAL
Your useful pages are not retrievable
Crawler blocks, weak internal linking, JavaScript-only content, indexation problems and poor information architecture prevent strong evidence from entering the candidate set.
- OAI-SearchBot or search crawlers blocked
- Important facts hidden in images, tabs or scripts
- Commercial pages isolated from supporting content
02 / ENTITY CONFIDENCE
Your brand facts do not agree
Names, categories, locations, service descriptions, leadership details and credentials vary across the website and third-party sources, reducing machine confidence.
- Inconsistent service positioning
- Weak organisation and author signals
- Outdated directory and profile information
03 / COMMODITY CONTENT
Your content says nothing unique
Generic articles that repeat definitions already available on thousands of pages give an AI system no reason to cite your version.
- No original data, examples or methodology
- No clear expert point of view
- Claims without evidence or useful specificity
04 / CORROBORATION
Nobody independent confirms the claim
Your own website says you are excellent. The wider web does not provide enough credible evidence to verify expertise, relevance or customer outcomes.
- Few authoritative brand mentions
- Thin review and case-study footprint
- No expert contribution in trusted sources
05 / FACT FRAGMENTATION
The answer is spread across ten pages
Pricing, process, eligibility, locations, proof and limitations are separated or vague. The system cannot assemble a confident commercial answer without filling gaps.
- No self-contained service evidence
- Critical details buried in PDFs
- Weak comparison and decision content
06 / NO BASELINE
You are measuring screenshots, not visibility
One prompt, one model and one successful answer proves almost nothing. Without repeated testing, competitor comparison and conversion tracking, progress cannot be separated from noise.
- No fixed commercial prompt universe
- No citation or answer-accuracy tracking
- No connection to pipeline or revenue
Generative engine optimisation services
One GEO programme. Six connected workstreams.
Vistoplex does not treat generative SEO as a content-only service. We address the complete path from crawl access and retrieval through to citation, recommendation, brand accuracy and commercial measurement.
01 / BASELINE
AI visibility audit
We build a commercial prompt universe around the questions buyers ask before choosing, comparing or rejecting providers, then test visibility across priority AI engines.
- Branded, category, problem and comparison prompts
- Competitor mention and citation analysis
- Accuracy, sentiment and source mapping
02 / TECHNICAL
AI search technical readiness
We confirm that search and AI retrieval crawlers can access the pages that matter, and that the site presents important information in stable, indexable, machine-readable HTML.
- Robots, CDN and crawler-access checks
- Indexation and internal-link remediation
- Structured data aligned with visible content
03 / ENTITY
Entity and brand architecture
We make your organisation, services, people, locations, credentials and relationships consistent enough for search systems to resolve as one trustworthy entity.
- Organisation, person and service fact model
- About, author and expertise strengthening
- Third-party profile consistency
04 / CONTENT
Citation-ready content systems
We create and improve content that gives answer engines something precise, useful and defensible to cite: original evidence, clear definitions, comparisons, methods, pricing and decision criteria.
- Answer-first commercial service pages
- Original research and data assets
- Comparison, alternative and use-case content
05 / AUTHORITY
Third-party authority and mentions
We strengthen the independent source layer that corroborates your positioning through digital PR, expert contributions, relevant directories, partnerships and review strategy.
- Source-gap analysis against cited competitors
- Expert commentary and digital PR assets
- Authentic review and reputation systems
06 / MEASUREMENT
AI visibility monitoring
We repeat the query set, track competitor movement, validate citations and connect referral and assisted-conversion signals to the work completed each month.
- AI share of voice and recommendation share
- Citation URL and source-type reporting
- Referral, assisted lead and revenue analysis
| Workstream | Deliverables | Commercial purpose |
|---|---|---|
| Query intelligence | Prompt universe, competitor benchmark, platform testing, citation-source map | Identify where buyers use AI to compare providers and which competitors currently occupy the answer |
| Technical eligibility | Crawler access, indexation, rendering, internal linking, canonical and content-availability checks | Ensure important pages can enter the retrieval systems behind AI answers |
| Entity clarity | Organisation facts, authors, credentials, service taxonomy, locations and profile consistency | Reduce ambiguity and improve confidence in what the business is and why it is credible |
| Citable content | Service pages, comparisons, methodology, original evidence, FAQs, tables and expert-led resources | Give AI systems precise evidence they can quote, cite or use in a recommendation |
| Authority building | Digital PR, expert commentary, source outreach, relevant mentions, reviews and partnerships | Create independent corroboration beyond the claims made on your own website |
| Measurement | Repeated tests, mention share, citation share, accuracy, referral and assisted-conversion reporting | Connect AI visibility improvements to qualified demand rather than vanity screenshots |
How AI visibility is won
An answer engine has to clear four separate gates.
Being “optimised for AI” is not one ranking factor. Visibility is the result of a partially observable chain in which your content must first be discovered, then retrieved, then selected as evidence and finally used accurately in the generated answer.
01
Discover
The platform or its search partners need to find the relevant page and understand that it exists.
- Crawl access
- Index eligibility
- Internal discovery
02
Retrieve
The page must be relevant enough to the user’s expanded or fan-out queries to enter the candidate source set.
- Topical relevance
- Information architecture
- Query coverage
03
Select
The system chooses sources that provide useful evidence, clarity, authority, freshness and corroboration.
- Unique information gain
- Source authority
- Citation suitability
04
Represent
The generated answer must mention, cite or recommend the brand accurately enough to affect the decision.
- Fact accuracy
- Prominence
- Commercial relevance
This is why one successful prompt is not evidence of a successful GEO campaign. AI outputs vary between runs and platforms. We test prompt paraphrases repeatedly, compare the source overlap, validate whether the recommendation is accurate and track change over time.
A result only matters when it becomes more frequent, more accurate and more commercially useful.
Platforms covered
One strategy, adapted to different retrieval systems.
The foundations overlap, but the data, crawlers, citations and measurement options differ. Our GEO services prioritise the platforms your customers actually use rather than claiming every assistant behaves the same way.
GOOGLE SEARCH
AI Overviews & AI Mode
SEO eligibility remains fundamental. We strengthen unique content, search relevance, supporting media, internal discovery and structured data that matches visible content—without inventing special AI markup.
OPENAI
ChatGPT Search
We check OAI-SearchBot access, improve source clarity and monitor the commercial prompts where ChatGPT searches the web, cites pages or recommends providers.
ANSWER ENGINE
Perplexity
We analyse the pages and third-party sources used in citation-led answers, then build stronger evidence for category, comparison, problem and product questions.
MICROSOFT
Copilot & Bing AI
We combine Bing index visibility with citation monitoring. Where available, Bing Webmaster Tools AI Performance data adds URL-level evidence of citation activity.
GOOGLE ASSISTANT
Gemini
We test how Gemini represents the brand across research, comparison and recommendation tasks and improve the first- and third-party evidence supporting those answers.
OTHER ASSISTANTS
Claude & Emerging Search
We monitor relevant emerging interfaces without forcing budget into platforms that do not influence your market. Priority follows customer behaviour and measurable opportunity.
LOCAL DISCOVERY
Maps, Profiles & Reviews
For local businesses, accurate profiles, categories, reviews, location pages and trusted local sources shape both conventional visibility and AI-led recommendations.
COMMERCE
Products & Merchant Data
For ecommerce, product feeds, availability, pricing, identifiers, reviews and merchant data provide structured commercial facts that agents can verify and act upon.
Google’s position
Foundational SEO remains relevant for AI features. Google says there is no special schema, AI text file or required GEO markup for inclusion.
Read Google’s guidance →OpenAI’s position
A public site can appear in ChatGPT Search. OpenAI advises publishers not to block OAI-SearchBot if they want content included in summaries and citations.
Read OpenAI’s guidance →Microsoft’s measurement
Bing Webmaster Tools has introduced AI Performance reporting for citations across Microsoft Copilot, Bing summaries and selected partner experiences.
Read Microsoft’s announcement →Delivery framework
The first 90 days of a Vistoplex GEO campaign.
We front-load diagnosis and foundation work because publishing “AI-optimised” articles onto an unclear, weakly corroborated website simply produces more content that answer engines have no reason to select.
01
Days 1–15
Baseline
Build the commercial query universe and establish where the brand, competitors and sources currently appear.
- Platform and prompt selection
- Repeated visibility tests
- Citation-source gap map
- Technical eligibility audit
02
Days 16–35
Foundation
Resolve crawl, indexation, rendering, site architecture, entity consistency and analytics gaps.
- Crawler and CDN fixes
- Entity fact model
- Author and expertise upgrades
- Tracking configuration
03
Days 36–65
Evidence
Rebuild priority commercial pages and create citation-worthy content that adds facts, proof and decision value.
- Service-page rebuilds
- Comparison assets
- Original data or methodology
- Internal evidence architecture
04
Days 66–90
Authority
Strengthen third-party corroboration, repeat the query set and prioritise the next experiments from measured movement.
- Digital PR and mentions
- Review and profile systems
- Citation monitoring
- Quarter-two roadmap
What we need from you
- Google Search Console and GA4 access
- Bing Webmaster Tools access where available
- CMS and technical contact for implementation
- Verified service, pricing, credential and location facts
- Access to subject-matter experts and case evidence
- A named stakeholder who can approve changes promptly
What you receive every month
- Completed work against the agreed roadmap
- Updated AI visibility and competitor benchmark
- Citation and source movement by prompt cluster
- Accuracy issues and correction priorities
- Organic, referral and assisted-conversion analysis
- Next-month plan tied to commercial opportunity
GEO measurement
Measured in visibility and revenue. Not screenshots.
AI platforms expose uneven reporting, so serious measurement combines platform data, referral analytics and repeated controlled testing. We report what can be observed, label what is estimated and avoid pretending the systems are more deterministic than they are.
How frequently the brand appears across the monitored query set compared with named competitors.
How often your domain or controlled assets are linked as supporting sources in generated answers.
How often the business is included when a user asks for a shortlist, comparison or provider recommendation.
Whether the response gets your services, locations, credentials, pricing and differentiators materially correct.
The mix of first-party, editorial, review, directory, forum and partner sources supporting brand visibility.
ChatGPT and AI referral traffic, assisted enquiries, branded demand, conversion quality and influenced pipeline.
| Metric | Method | What it tells you |
|---|---|---|
| Prompt-level visibility | Repeated runs across agreed platforms, locations and prompt paraphrases | Whether visibility is becoming more frequent rather than appearing in one isolated answer |
| Source and citation movement | Citation URL capture, source classification and competitor comparison | Which pages and external sources are gaining influence in generated answers |
| Google AI visibility | Search Console generative-AI reporting where available, plus page and query analysis | Which URLs receive impressions in Google’s AI-led search features |
| Microsoft AI visibility | Bing Webmaster Tools AI Performance where available | Which URLs are cited across supported Microsoft AI experiences |
| ChatGPT referral traffic | GA4 referral and UTM analysis, landing-page and conversion tracking | Whether AI search sends qualified visitors and enquiries to the site |
| Commercial impact | CRM source data, assisted conversions, lead quality and branded search trends | Whether improved AI visibility contributes to demand, pipeline or revenue |
The honest position
What our GEO agency will not sell you.
Generative engine optimisation is commercially important, but the market is full of unsupported shortcuts. We would rather lose a proposal than charge for work that cannot be defended.
Myth 01
“Add an llms.txt file and AI engines will rank you.”
Google explicitly says it ignores llms.txt for Search visibility. We will not present a harmless optional file as a ranking breakthrough. Crawler access, indexability, useful content and authority matter far more.
Myth 02
“There is a special GEO schema.”
There is no universal schema type that unlocks AI citations. We use valid structured data where it clarifies visible facts and supports conventional search features, not fabricated markup built around marketing claims.
Myth 03
“We can guarantee ChatGPT recommends you.”
No legitimate AI optimisation agency controls a model’s output. We can improve the evidence, retrieval eligibility and probability of selection, then measure repeated change. We cannot sell certainty that does not exist.
Myth 04
“Publish hundreds of AI-written pages.”
Commodity content gives search systems little new information and can create scaled-content risk. We prioritise original expertise, useful evidence, commercial completeness and fewer pages with a clear reason to exist.
Myth 05
“One favourable screenshot proves success.”
AI answers are variable. A defensible test uses a fixed query universe, repeated runs, paraphrases, competitor controls and accuracy checks. Anything less is sales theatre.
Myth 06
“GEO replaces SEO.”
Google’s own guidance says the opposite. Search eligibility, content quality, authority and user value remain foundational. GEO extends the measurement and source strategy; it does not remove the need to rank and be retrievable.
Who we work with
GEO for businesses where the shortlist matters.
Generative search is most commercially relevant where buyers research complex choices, compare providers, ask for recommendations or need confidence before making contact.
B2B SERVICES
Professional Services
Law, finance, accountancy, consulting, recruitment and specialist firms that need expertise, credentials and service distinctions represented accurately.
SOFTWARE
SaaS & Technology
Products competing in alternative, comparison, integration and use-case prompts where shortlist inclusion can directly influence pipeline.
COMMERCE
Ecommerce & Product Brands
Businesses needing reliable product facts, reviews, comparisons, merchant data and third-party recommendation visibility.
LOCAL
Multi-location Businesses
Brands that must be recommended accurately by service, branch, catchment area and customer need across local search experiences.
REGULATED
Healthcare & YMYL
Organisations where source quality, credentials, authorship, factual accuracy and responsible claims are essential to trust.
INTERNATIONAL
UK & UAE Market Entry
Businesses that need consistent entity and service positioning across countries, languages, regional directories and local authority sources.
ENTERPRISE
Complex Organisations
Large sites with multiple brands, divisions, authors, data systems and governance requirements that create conflicting machine-readable facts.
AGENCIES
White-label & Partner Delivery
SEO, PR and content teams that need technical GEO auditing, query-set measurement or specialist delivery without rebuilding their service model.
Transparent pricing
Generative engine optimisation pricing.
The right scope depends on the number of markets, competitors, prompt clusters and pages involved. These are our starting levels for UK businesses. Every engagement is confirmed after an initial visibility review.
| Service | Best for | Included | Investment |
|---|---|---|---|
| Standalone GEO Visibility Audit | Businesses that need a defensible baseline and roadmap before committing to delivery | Prompt universe, multi-platform test, competitor and citation analysis, technical review, prioritised 90-day roadmap | From £1,250One-off |
| GEO Foundation | SMEs with an established website and a focused UK service or product category | Up to 50 monitored prompts, technical and entity work, one priority content asset monthly, reporting | From £899Per month |
| GEO Growth | Competitive B2B, ecommerce and SaaS brands needing content, authority and ongoing experimentation | Up to 150 prompts, multiple platform clusters, content programme, digital authority, citation monitoring | From £1,499Per month |
| Enterprise AI Search | Multi-brand, multi-market or regulated organisations with complex governance and measurement needs | Custom query model, multiple markets, technical governance, source strategy, dashboards and stakeholder reporting | From £2,999Per month |
All prices exclude VAT. Retainers begin with an initial three-month delivery period and move to rolling monthly service thereafter. Final scope and price are confirmed in writing before work begins.
Already investing in SEO? GEO should normally sit inside the same search, content and authority roadmap—not compete with it for budget. We can audit your current agency or in-house programme and identify which AI visibility gaps are genuinely additional.
Frequently asked questions
Generative engine optimisation, without the jargon.
Clear answers for businesses comparing GEO agencies, AI optimisation services and integrated search programmes.
Generative engine optimisation, commonly shortened to GEO, is the process of improving how a brand and its content are discovered, understood, cited, recommended and represented inside AI-generated answers. It combines technical search eligibility, entity clarity, useful first-party content, independent authority signals and repeated visibility measurement across platforms such as Google AI Overviews, AI Mode, ChatGPT Search, Perplexity, Gemini and Microsoft Copilot.
A competent GEO agency establishes a commercial prompt baseline, checks whether important pages can be crawled and retrieved, strengthens organisation and author entities, creates citation-worthy content, improves third-party corroboration and measures mention share, citations, recommendation frequency, answer accuracy and commercial contribution. It should not simply rewrite articles to sound more “AI friendly.”
SEO focuses on earning visibility in search results by improving crawlability, relevance, authority and user value. GEO retains those foundations but expands the desired outcome: the content should also be selected as evidence, cited in generated answers, used accurately and capable of influencing AI-led shortlists and recommendations. GEO does not replace SEO; it adds source strategy, entity work and AI-specific measurement.
Answer engine optimisation, or AEO, generally focuses on giving clear direct answers for featured snippets, voice search and answer interfaces. GEO is broader. It covers the retrieval, citation, recommendation and accurate representation of a brand across generative search systems. In practice, SEO, AEO and GEO overlap and should be managed as one search strategy rather than three disconnected retainers.
No ethical generative SEO agency can guarantee a specific recommendation. AI responses vary by prompt, location, model, search activation, freshness and run. We improve the evidence and conditions that make selection more likely, then measure repeated performance across a controlled query set. A guarantee would misrepresent how the systems work.
Technical and accuracy improvements can be visible within the first four to eight weeks after pages are recrawled and sources are refreshed. Consistent gains in recommendation share and third-party authority usually take three to six months or longer, depending on competition, existing SEO strength, content quality and the speed at which external evidence can be earned. We establish a baseline first so movement can be measured honestly.
We commonly monitor Google AI Overviews and AI Mode, ChatGPT Search, Perplexity, Microsoft Copilot and Bing AI, Gemini and relevant emerging assistants. The platform mix is selected around your audience and market. We do not charge to monitor tools that have no meaningful influence on your buyers.
Not for Google Search. Google states that llms.txt and other special AI text files neither help nor harm visibility in its search features because Google Search ignores them. Other services may choose to use such files in future, but an llms.txt file should not be sold as a substitute for crawl access, strong content, authority or technical SEO.
There is no universal “GEO schema” that unlocks AI citations. Existing structured data can still help search engines understand organisations, people, products, services, reviews and other visible facts, and can support eligibility for conventional rich results. The markup must match the content users can see. Overfocusing on schema while ignoring weak evidence and authority is unlikely to solve AI visibility.
It can improve the evidence available to search and answer systems. We identify the incorrect fact, map the sources that may be reinforcing it, correct first-party pages and structured data, update controlled profiles and build stronger corroboration from trusted sources. No agency can force every model to update immediately, but a consistent evidence layer materially improves the probability of accurate representation.
We measure repeated visibility across a fixed commercial prompt universe, including brand mention share, citation share, recommendation share, answer accuracy and the sources used. We combine this with available platform data, ChatGPT referral tracking, organic performance, assisted conversions, branded demand and CRM outcomes. The report separates observed data from estimates.
Ask each generative engine optimisation company to explain its baseline methodology, how many repeated tests it runs, which platforms and prompt clusters are included, how it validates citations and accuracy, what technical implementation is covered, how third-party authority is earned and how the work connects to conversions. Avoid providers selling guaranteed mentions, special AI schema, mass-generated content or screenshots without controls.
GEO marketing is a broad term for the content, search, PR, reputation and data work used to improve brand visibility in generative search. The strongest programmes involve more than website optimisation because answer engines may use independent publications, reviews, directories, forums, partner sources and product data when forming a response.
Yes. Vistoplex provides generative engine optimisation services from the UK and UAE for businesses targeting UK, Gulf and international audiences. We use British spelling on this page, but the service also covers the US spelling “generative engine optimization,” international query sets and multi-market entity consistency where required.
Start with the evidence
Find out where AI search chooses your competitors.
Send us your website and three competitors. We will review the commercial prompts that matter, identify the most important visibility gap and tell you whether a dedicated GEO programme is justified.
No obligation · no guaranteed-citation claims · reply within one working day
