Generative Engine Optimisation in Hertfordshire.

The strategy, framework, and 30/60/90-day roadmap to get your brand cited inside AI-generated answers. Five GEO pillars. Three funnel stages. One clear plan you can take to your board.

▸Hertfordshire-Based · Founded 2007 · 5-Pillar GEO Framework · 15+ Years

GEO Pillars in our framework

0

Strategy roadmap delivered

0 d

AI platforms strategised across

0 +

Google searches now end without a click

%
YOUR HERTFORDSHIRE GEO AGENCY

The strategy, framework, and roadmap to win in AI search.

Generative Engine Optimisation (GEO) is the practice of optimising your content, entities, technical infrastructure, and brand authority so AI systems — ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, Microsoft Copilot — cite your brand as a trusted source when generating answers. GEO is sometimes used interchangeably with AI SEO, AEO, or LLMO. The label matters less than the goal: be the source AI quotes, not the source it skips.

Most GEO providers sell you tactics — a content audit, some schema markup, a few backlinks. Cranberry sells you the strategy first. Before any execution, you receive a structured GEO strategy: a documented audit across our 5-pillar framework, a competitor share-of-voice benchmark, a prompt set mapped to your buyer journey, and a 30/60/90-day roadmap your team can take to leadership. The work that follows is then aligned, prioritised, and accountable.

Around 60% of Google searches now end without a click (Search Engine Land, 2025) thanks to AI Overviews and zero-click summaries. 21.1 million UK adults use ChatGPT every month (IAB UK, September 2025). The window to claim AI search visibility is open right now — and Hertfordshire businesses with a structured GEO strategy will own it for years. Start by running our free AI Visibility Tool to see where you currently stand.

GEO strategy sits in our Visibility pillar. Where AI SEO is the execution and AI visibility is the measurement, GEO strategy is the thinking — the structured plan that makes both work.

THE 5-PILLAR GEO FRAMEWORK

Five pillars. One unified GEO strategy.

Most agencies offer four GEO pillars. Cranberry’s framework adds a fifth — Community GEO — because Reddit alone now drives 46.7% of Perplexity citations. Every Cranberry GEO strategy audits and prioritises across all five.

1. Tech GEO

Can AI bots access and parse your site? Crawler permissions for GPTBot, ClaudeBot, PerplexityBot, Google-Extended. llms.txt configuration. Schema markup. JavaScript rendering. The technical foundation everything else relies on.

2. Content GEO

Is your content easy for AI to extract and cite? Answer-capsule formatting. Definition-first paragraphs. Numbered lists, comparison tables, citation-rich statistics. Content engineered for retrieval-augmented generation (RAG).

3. Entity GEO

Does AI understand who you are? Entity disambiguation, knowledge graph signals, Wikipedia/Wikidata presence, consistent NAP across the web. AI engines parse the world through entities — not keywords.

4. Authority GEO

Why should AI trust you? Brand mentions on high-authority sites (BBC, MSN, Forbes, industry press). Digital PR for AI authority. E-E-A-T signals. Co-mention with trusted sources. The reputation layer AI engines verify against.

5. Community GEO

Where AI engines look for unbiased recommendations: Reddit (46.7% of Perplexity citations), Quora, YouTube, G2, Yelp, TripAdvisor, niche forums. Authentic community presence is now a primary GEO lever — most frameworks still ignore it.
Want a baseline score across all five pillars? Run our free AI Visibility Tool — branded report on your current GEO performance, in 60 seconds. No contact details required to start.
PLATFORM-BY-PLATFORM

Five AI search engines. Five different optimisation strategies.

Each AI platform has its own citation behaviour. ChatGPT favours authority. Perplexity loves Reddit. Google AI Overviews lean on traditional rankings. We optimise for all five.

ChatGPT

800M+ weekly users · Citation source

The dominant LLM. ChatGPT cites approximately 7-9 sources per response, leaning on traditional authority signals (Wikipedia, major publications) blended with live web retrieval via OAI-SearchBot.
15.9% conversion rate vs Google's 1.76% — Seer Interactive
Allow GPTBot & OAI-SearchBot
Wikipedia presence
Authority signals
Brand entity clarity

Perplexity

22M+ users · Real-time citations

Built-in answer engine. Perplexity rewards recency and community signals — 46.7% of its top citations come from Reddit, ~14% from YouTube, plus G2, Yelp, and TripAdvisor reviews.
10.5% conversion rate · Citations refresh hourly
Allow PerplexityBot
Reddit GEO strategy
Fresh content priority
Numbered lists & tables

Claude

Anthropic · Long-context AI

Claude prioritises factual accuracy, evidence-rich content, and well-structured documentation. Strong on professional services, finance, healthcare, and technical queries.
2-7 domains cited per response — be one of them
Allow ClaudeBot
Evidence-led content
Citation-rich pages
Long-form depth

Gemini & AI Mode

Google · 9 domains cited per query

Google’s native AI search. AI Mode cites ~9 domains per query (vs AI Overviews’ 7.7) and pulls from a wider pool — including 3.5× more user-generated content (Quora) than traditional AI Overviews.
UK launched 2025 · BBC Radio 5 / Radio 4 coverage
Allow Google-Extended
Schema markup priority
Quora & UGC presence
Strong Google rankings

Google AI Overviews

Above the fold on Google

Generated summaries shown above traditional results. Cites ~7.7 domains, with 28.9% of citations from Wikipedia. Heavily favours pages already ranking well in traditional Google results.
86% semantic similarity to AI Mode answers
Strong technical SEO base
Featured snippet patterns
FAQ & HowTo schema
Top-10 ranking required

Copilot & Others

Bonus coverage

Microsoft’s AI search blends Bing rankings with GPT-4. Lower volume but high-intent. We also optimise for emerging engines (Grok, You.com, Brave Leo) where relevant.
+ emerging platforms as the AI search market expands
Bing Webmaster Tools
Structured data
Cross-engine consistency
Future-proof setup
THE GEO FUNNEL

How AI engines decide whether to cite your brand.

Every AI citation passes through three sequential stages. If your brand fails at any stage, you don’t appear in the answer. Our GEO strategy audits all three.

AI Discovery

CAN AI FIND YOU?

Can AI bots — GPTBot, ClaudeBot, PerplexityBot, Google-Extended — actually crawl, index, and access your content? Most sites fail here without realising. Issues: blocked crawlers in robots.txt, nosnippet tags, missing llms.txt, JavaScript-rendered content AI can’t parse.

AI Understanding

CAN AI INTERPRET YOU?

Can AI bots correctly interpret your content once they’ve found it? Issues: missing titles and H1s, thin content, absent structured data, ambiguous entities, no answer-capsule formatting. Without clear interpretation, AI can’t decide whether to use your content.

AI Inclusion

WILL AI CHOOSE TO CITE YOU?

Even if AI can find and interpret your content, will it actually choose to cite you over a competitor? This is where authority signals, brand mentions on trusted sites, original data, and community presence determine the winner. The hardest stage to influence — and the most valuable.

WHAT YOU GET

Inside a Cranberry GEO Strategy Sprint.

A documented, prioritised, board-ready GEO strategy delivered in 4-6 weeks. Here’s exactly what’s in the deliverable.
Deliverable What's Included Format
Baseline GEO Audit 5-pillar scoring (0–100 across Tech, Content, Entity, Authority, Community), share-of-voice vs 5 named competitors 50-page audit PDF
Prompt Research 50–200 prompts mapped to your buyer journey: brand, category, comparison, and recommendation queries Tracked prompt set
Platform Visibility Report Citation rate, mention rate, position, and sentiment across ChatGPT, Perplexity, Claude, Gemini, and AI Overviews Live dashboard + PDF
Competitor Benchmarking Where 5 named competitors are winning AI citations — and exactly why (sources, content patterns, signals) Competitor playbook
30/60/90-Day Roadmap Prioritised action list: fast wins (week 1–2), roadmap items (month 1–3), backlog (month 3+) Editable spreadsheet
Technical Action List Specific developer briefs: robots.txt updates, schema implementation, llms.txt, rendering fixes Dev-ready specs
Content Briefs Top 10–20 content pieces to create or restructure with answer-capsule formatting and citation hooks Briefed templates
Authority & PR Targets 50–100 high-priority sites for digital PR outreach and brand-building (BBC, MSN, industry press, Reddit communities) Outreach list
2 Strategy Workshops Live sessions with your team to walk through findings, brief in-house executors, and answer questions Recorded calls
Investment One-off Strategy Sprint, fixed scope, 4–6 weeks delivery From £3,500

What happens after the sprint: You own the strategy. Your team can execute it themselves, your existing agency can run with it, or Cranberry can implement under a separate retainer. Most clients move into our AI SEO services for execution after the sprint, but you're never obligated.

WHERE GEO STRATEGY FITS

GEO strategy is the thinking layer of the Visibility pillar.

Cranberry organises every service around three pillars. GEO strategy is the structured plan that connects measurement (visibility) and execution (AI SEO) — the bridge between knowing where you stand and getting where you need to be.

1. Clarity

FOUNDATION
Branding, messaging, web structure. AI engines need a clear entity to recognise — the foundation Entity GEO builds on.
YOU ARE HERE

2. Visibility

PLAN BEFORE YOU EXECUTE
Strategy first. Execution second. A documented GEO strategy makes every pound of execution work harder — because you’re working from a prioritised plan, not a checklist.

3. Growth

CONVERT
AI traffic converts at 9× the rate of Google organic (Seer Interactive). A solid GEO strategy means faster, more profitable growth.
WHY CRANBERRY FOR GEO STRATEGY

What sets us apart from an off-the-shelf GEO playbook.

01

5-pillar GEO framework. Not 4.

Most GEO frameworks (Lumar, UK Linkology, the SEO Works) cover four pillars: Tech, Content, Entity, Authority. Cranberry’s adds a fifth — Community GEO — because Reddit alone now drives 46.7% of Perplexity citations and 14% of YouTube citations. Ignoring community signals is no longer optional. Our framework reflects how AI search actually works in 2026.

02

Strategy first. Execution optional.

Most GEO agencies sell you a retainer that bundles strategy and execution together — whether you need it all or not. Cranberry’s GEO Strategy Sprint is a one-off engagement: documented audit, framework scoring, prompt research, competitor benchmark, and 30/60/90-day roadmap. Then you choose: execute it yourself, hand it to your existing agency, or move into our AI SEO retainer. No lock-in.

03

Free GEO Audit Tool.

See where you currently stand across all five pillars before you commit to anything. Run the free tool → Sixty seconds. Branded report. No sales call.

04

Founder-led strategy.

The strategy is led personally by founder Faraz Khan (15+ years, OSU-educated). You won’t be passed to a junior. Senior-only on the strategic thinking — that’s where the value is.

05

Multilingual GEO.

English, Arabic, Urdu native. AI search behaviours and citation patterns differ significantly by language. Most UK GEO agencies can’t deliver multilingual strategy. We already do for clients across UK, US, KSA, UAE, and Pakistan.
CLIENT RESULTS

Real businesses. Real results.

GET IN TOUCH

Get the strategy. Then decide.

Run our free AI Visibility Tool first — find out exactly where you stand across all five GEO pillars in 60 seconds. Or book a call with founder Faraz to scope a full GEO Strategy Sprint with a 30/60/90-day roadmap.

Submit your Query:

Your details will never be shared. We promise a spam-free experience.
OUR GEO STRATEGY PROCESS

Six steps from brief to roadmap.

Every Cranberry GEO Strategy Sprint follows the same structured 4-6 week process. Transparent, time-boxed, and deliverable at every stage.
INDUSTRIES SERVED

GEO strategy for every category where buyers ask AI.

Some industries see disproportionate value from a documented GEO strategy — usually high-consideration purchases where buyers research extensively before deciding. These are where Cranberry has delivered the strongest GEO outcomes.

 
Hospitality & F&B
E-commerce
Law
Dental & Medical
B2B Trade
Property
Health & Fitness
Healthcare IT
Professional Services
Beauty & Aesthetics
Trading
Pet Products
Jewellery
Recruitment
Education

If your industry isn’t listed, book a call — chances are we’ve worked with someone close to it.

TESTIMONIALS

What clients say about our AI visibility work.

OUR CLIENTS

Brands that trust Cranberry to drive their growth.

FAQs

GEO strategy questions our clients ask.

The fifteen questions Hertfordshire businesses ask most when they realise they need a structured GEO strategy — not just tactics. Don’t see yours? Just ask.

Still have questions? Book a call →

What is generative engine optimisation (GEO)?
Generative Engine Optimisation (GEO) is the practice of optimising your content, entities, technical infrastructure, and brand authority so AI systems — ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, Microsoft Copilot — cite your brand as a trusted source when generating answers. Unlike traditional SEO which targets ranking #1 on Google, GEO targets being the source AI quotes inside its responses. The terms GEO, AI SEO, AEO, and LLMO are often used interchangeably — the underlying work is similar.

Our framework groups GEO work into five pillars: (1) Tech GEO — crawler access, schema, llms.txt; (2) Content GEO — answer-capsule formatting, citation-ready structure; (3) Entity GEO — disambiguation, knowledge graph, NAP consistency; (4) Authority GEO — digital PR, brand mentions, E-E-A-T; (5) Community GEO — Reddit, Quora, YouTube, review platforms. Most frameworks (Lumar, UK Linkology, the SEO Works) cover only the first four. We added the fifth because Reddit alone now drives 46.7% of Perplexity citations.

The GEO Funnel describes the three sequential stages every AI citation passes through: (1) AI Discovery — can AI bots crawl and access your site? (2) AI Understanding — can AI correctly interpret your content? (3) AI Inclusion — will AI choose to cite you over a competitor? If you fail at any stage, you don’t appear in the answer. Most agencies focus on stage 3 and ignore the upstream stages — we audit all three sequentially.

GEO (Generative Engine Optimisation) optimises for being cited inside AI-generated answers. AEO (Answer Engine Optimisation) focuses on direct answer placement — featured snippets, voice answers, AI Overviews. LLMO (Large Language Model Optimisation) describes optimising for LLM training data and live retrieval. AI SEO is the umbrella term covering all three plus traditional SEO. The labels overlap heavily — Cranberry uses GEO and AI SEO interchangeably depending on context. The work is similar; the goal is identical.
Traditional SEO targets ranking on a list of links. GEO targets being referenced inside an AI-generated answer. SEO measures keyword rankings; GEO measures citation rate, share of voice, and sentiment. SEO is largely about your own site; GEO involves brand mentions, third-party content, Reddit, Quora, and review platforms AI engines use to verify trust. Strong SEO improves GEO — but not all SEO work helps GEO, and not all GEO work helps SEO. The skill is doing both in parallel.
A documented, board-ready GEO strategy delivered in 4-6 weeks. Includes: 50-page baseline GEO audit (5-pillar scoring 0-100), prompt research (50-200 tracked prompts), platform visibility report across ChatGPT, Perplexity, Claude, Gemini, AI Overviews, competitor benchmarking against 5 named competitors, 30/60/90-day prioritised roadmap, technical action list with developer briefs, top 10-20 content briefs, authority/PR target list, and 2 strategy workshops with your team. From £3,500 fixed-fee.

From £3,500 for a focused engagement (single market, single language). Typical mid-sized GEO Strategy Sprints run £3,500-£6,500 depending on industry competitiveness, prompt set size, and number of regions/languages. Multi-region or multi-language GEO strategies (UK + KSA + UAE, for example) can run £6,500-£12,000. The free AI Visibility Tool is £0 and gives you a baseline before any commitment.

4-6 weeks from kickoff to final delivery. Week 1: discovery, prompt research, baseline. Week 2-3: 5-pillar audit, GEO Funnel scoring, competitor benchmarking. Week 4: 30/60/90-day roadmap and content briefs. Weeks 5-6: 2 strategy workshops with your team and final handover. We commit to delivery — if we miss the deadline, we keep working at no extra cost until done.

Probably yes. Most traditional SEO agencies don’t yet have a structured GEO methodology — they bolt AI tactics onto traditional SEO without a documented framework. A Cranberry GEO Strategy Sprint produces a deliverable your existing agency can execute against, alongside their SEO work. Many clients use us to build the strategy, then their existing agency or in-house team runs the execution. We’re not trying to replace anyone — we’re elevating the strategic thinking.

Either. The Strategy Sprint is a documented deliverable you own outright. After the sprint, you can: (1) execute it yourself with an in-house team, (2) hand it to your existing agency or freelancers, or (3) move into our AI SEO services for execution under a separate retainer. About 60% of clients choose option 3, but you’re never obligated. The sprint stands alone.

10+ platforms: ChatGPT (OpenAI), Perplexity, Claude (Anthropic), Gemini (Google), Google AI Overviews, Google AI Mode, Microsoft Copilot, Grok (xAI), DeepSeek, and Meta AI. Each platform has different citation behaviours — ChatGPT favours authority signals, Perplexity rewards Reddit and recency, Google AI Overviews leans on traditional rankings, Claude prioritises evidence-rich content. Our strategy includes platform-specific tactics, not one-size-fits-all.

Yes. Cranberry’s team operates natively in English (UK + US), Arabic (KSA + UAE), and Urdu (Pakistan). AI search behaviours and citation patterns differ significantly by language and region — Arabic ChatGPT leans on different sources than English ChatGPT. Most UK GEO agencies can’t deliver multilingual strategy. We do, regularly, for clients across all five markets.

Every roadmap item is ranked across two dimensions: effort (developer hours, content production time, outreach work needed) and impact (expected AI visibility lift). The result is a four-quadrant prioritisation: fast wins (high impact, low effort) come first, roadmap items (high impact, high effort) come second, low-impact items go to backlog. This is how the 30/60/90-day plan is structured — your team always knows what to do this week.

Yes. Community GEO is the fifth pillar of our framework — and Reddit is its most important component. Reddit drives 46.7% of Perplexity’s top citations, ChatGPT and Claude both frequently cite Reddit threads for unbiased recommendations, and AI Mode citations from Reddit have grown 450% year-on-year. Our strategy identifies the right subreddits for your category and builds a plan for authentic participation (genuine helpful comments — not promotional posts).

Run our free AI Visibility Tool first — branded report into your inbox in 60 seconds, baseline score across all five GEO pillars, no contact required to start. If the results show meaningful gaps and you’d like a full strategic plan, book a 30-minute discovery call with founder Faraz to scope a GEO Strategy Sprint. We respond within 1 business day.

EXPLORE MORE

What pairs with GEO Strategy.

Four services most clients add alongside AI visibility for a complete programme.

Daily monitoring across ChatGPT, Perplexity, Claude, Gemini, AI Overviews. The measurement layer that proves your strategy is working.

 

Run an instant baseline check across all five GEO pillars. 60 seconds. Branded report. No contact required.

The foundation of Tech GEO and Entity GEO — structured data AI engines use to extract facts cleanly.

Get the strategy. Win the future of search.

Run the free AI Visibility Tool to see your baseline across all five GEO pillars in 60 seconds. Or book a discovery call with founder Faraz to scope a full GEO Strategy Sprint with a 30/60/90-day roadmap your team can take to leadership.

30-minute call. No obligation. We respond within 1 business day.
Need Help? Chat With Us.