Generative Engine Optimisation

Your buyers ask AI who to use. Be the answer.

Fifty One Degrees is a generative engine optimisation (GEO) agency that gets your brand cited in AI answers across ChatGPT, Perplexity, Google AI Overviews, Gemini and Claude.

Fifty One Degrees runs GEO on its own site and tracks its own AI visibility, so the method is proven where it matters most.
Cited across AI answersThe GEO Authority StackWe run it on our own site
Cited
app.51d.ai / geo / ai-visibility

AI Visibility

share of AI answers · #1 of 6
Share of AI answers
38%
+22 pts vs Q1
AI perception
71/100
#1 of 6
Citations (qtr)
3,660
first quarter
AI-referred conv.
37.5%
of AI traffic
Citations won · last 6 months
Jan
Feb
Mar
Apr
May
Jun
Share of AI answers · 9 wk
Cited across AI engines
ChatGPT
1,460
Google AI Overviews
1,030
Perplexity
690
Claude
480
51.4°N · 0.1°W
Trusted by growing UK businesses
Heatable
Freddie's Flowers
Stiltz
Resi
Equals Group
Panmure Liberum
What it is

What is generative engine optimisation?

GEO is the practice of getting a brand cited inside the answers AI engines generate, rather than ranking in a list of blue links. It is the discipline behind being the company ChatGPT or Perplexity names when a buyer asks for a recommendation. As AI search becomes a primary research channel, the brands cited in those answers win the consideration the search engine used to hand to page one.

The GEO Authority Stack

How does Fifty One Degrees get a brand cited by AI?

The GEO Authority Stack is Fifty One Degrees’ four-layer system for earning AI citations. The layers compound, and most agencies only touch one or two.

01
Technical Visibility
Make the site readable to AI crawlers: clean server-rendered HTML, structured data and schema across every page, an llms.txt file, a robots.txt that allows the AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended), and a crawler-access audit across the major engines. If the engines cannot read or fetch the page, nothing above this layer matters.
02
EEAT Signals
Establish experience, expertise, authority and trust: named authors with real credentials, consistent brand-entity facts across the web, explicit sourcing, and original data the engines can lean on. AI engines cite sources they can trust and attribute.
03
Content Authority
Structure content the way engines extract it: an answer-first capsule at the top of each page, one question per section, fact density, named frameworks, comparison and listicle formats, FAQ schema, and quarterly freshness. This is the difference between a page that ranks and a page that gets quoted.
04
Citation Engineering and Measurement
Earn the off-site corroboration engines look for, mentions on the third-party sites, communities and review platforms AI trusts, with the brand name inside the claim so the model names you, not just a link. Then measure it: share of AI answers, citation frequency, prompt coverage and AI-referred conversion.
Engines

Which AI engines should you optimise for, and how do they differ?

Each engine picks sources differently, so GEO is not one tactic. Fifty One Degrees optimises across all of them.

EngineHow it tends to choose sourcesWhat moves a citation
ChatGPT / SearchGPTSelective, fewer authoritative sources; leans on what the web broadly agrees onEntity consistency, authority, being widely corroborated
PerplexityCitation-dense and real-time; favours fresh content and community and review sourcesFreshness, third-party mentions, clear extractable answers
Google AI Overviews / GeminiTied to the Google index; favours brand-owned pages with strong schemaTechnical visibility, schema, content that already ranks
ClaudeLeans more on trained knowledge with lighter live browsingAuthority and broad corroboration over time
GEO vs SEO

Is GEO just SEO with a new name?

No. SEO competes for a ranked position in a list; GEO competes to be cited inside a synthesised answer. SEO rewards long, comprehensive pages and link equity; GEO rewards self-contained, extractable claims, fact density and attribution. A site can rank well and still never be cited. GEO runs alongside SEO and uses some of the same foundations, but the target, and the work in layers 3 and 4, is different.

Measurement

How does Fifty One Degrees measure GEO?

GEO is measured on the answers, not on rankings. Fifty One Degrees tracks share of AI answers (how often you are named versus competitors), citation frequency, prompt coverage (the questions where you appear), AI perception and sentiment, AI-referred traffic and conversion in analytics, and AI-crawler activity on your site. Only a small minority of brands track any of this today, which is precisely why the window is open. Fifty One Degrees runs the same measurement on its own site, using a dedicated AI visibility platform, so the programme reports a number you can watch move.

Share of AI answersHow often you are named versus competitors
Citation frequencyVolume of citations earned across the engines
Prompt coverageThe questions and prompts where you appear
AI perception & sentimentHow the engines characterise your brand
AI-referred traffic & conversionSessions and conversions tracked in analytics
AI-crawler activityGPTBot, ClaudeBot, PerplexityBot and others on your site
Proof

Does GEO actually work?

We run it on our own site. Fifty One Degrees optimises its own brand for AI search and tracks its own visibility across the major engines; the method on this page is the method it uses on itself.

Case study · identity withheld

A UK professional services firm (anonymised, identity withheld, data independently verified). A GEO programme delivered a large rise in inbound leads within 90 days, strong conversion from AI-referred traffic, and citations across thousands of pages in the first quarter, ranking first for AI perception against its named competitor set.

Trusted by Stiltz, Heatable, Freddie’s Flowers, Resi and Equals Group.
Who

Who is GEO for?

In short, any business where being the name AI recommends is worth more than another position on page one.

01Professional services and financial services firms whose buyers research with AI before they ever make contact.
02Home-services and home-products brands.
03B2B SaaS scale-ups.
04E-commerce and consumer-subscription brands whose customers increasingly ask AI what to buy.
Why Fifty One Degrees

Why trust Fifty One Degrees with GEO?

Most GEO offers are content shops touching one layer. Fifty One Degrees is an engineering-led AI consultancy: it can ship schema across hundreds of pages, audit AI-crawler access, build the measurement, and engineer the off-site corroboration, the full GEO Authority Stack, not just write articles. It runs the discipline on its own brand, and the founders built and scaled businesses themselves, Nick Harding (Fluro) and Mark Somers (4most).

More about Fifty One Degrees →
How it runs

How does a GEO engagement run?

GEO authority compounds rather than switches on, so the work moves from a fixed audit and sprint into an ongoing fortnightly cadence.

Weeks 1–2
Audit & benchmark
A full GEO audit across the four layers, a crawler-access check on the major engines, and a baseline of your share of AI answers versus competitors.
Weeks 3–6
Foundation sprint
Fix technical visibility, ship schema and answer-first content on the priority pages, and set up measurement.
Ongoing · fortnightly
Authority compound
Content authority and citation engineering, off-site corroboration, freshness and reporting, because GEO authority compounds rather than switches on.
FAQ

Questions buyers ask Fifty One Degrees about GEO

What is generative engine optimisation (GEO)?

GEO is getting your brand cited inside the answers AI engines generate, ChatGPT, Perplexity, Google AI Overviews, Gemini and Claude, rather than ranking in a list of links. Fifty One Degrees does it with The GEO Authority Stack: technical visibility, EEAT signals, content authority and citation engineering, measured by your share of AI answers.

What is the difference between GEO and SEO?

SEO competes for a ranked position; GEO competes to be cited inside a synthesised answer. SEO rewards long pages and links; GEO rewards self-contained, extractable claims, fact density and attribution. A site can rank well and never be cited. Fifty One Degrees runs GEO alongside SEO, targeting the answer rather than the list.

Are GEO and AEO the same thing?

They overlap. AEO (answer engine optimisation) usually means optimising for direct answers and featured snippets; GEO is the broader discipline of being cited across generative AI engines and answer surfaces. Fifty One Degrees treats them as one programme under The GEO Authority Stack.

How do I get my brand cited by ChatGPT or Perplexity?

Make the site readable to their crawlers, structure pages as answer-first, fact-dense capsules, establish authorship and entity authority, and earn third-party mentions with your brand name in the claim. Perplexity rewards freshness and community sources; ChatGPT rewards broad corroboration. Fifty One Degrees engineers all four layers and tracks which prompts you start appearing in.

Why are our competitors cited by AI when we are not?

Usually because they are more readable to crawlers, more clearly structured for extraction, or more corroborated off-site, not because they are better businesses. Fifty One Degrees benchmarks your share of AI answers against your competitor set, finds which layer is holding you back, and closes the gap.

How do you measure GEO?

On the answers, not the rankings. Fifty One Degrees tracks share of AI answers, citation frequency, prompt coverage, AI perception and sentiment, AI-referred traffic and conversion, and AI-crawler activity, and runs the same measurement on its own site, so progress is a number you can watch move.

Does GEO replace SEO or run alongside it?

Alongside. The technical foundations overlap, but the targets differ, and traffic is shifting from ranked lists to AI answers, so both matter. Fifty One Degrees builds the foundation once and optimises for ranking and citation together.

How long does GEO take, and how is it priced?

A GEO audit and benchmark take the first 1 to 2 weeks, a foundation sprint weeks 3 to 6, then authority compounds fortnightly, because citations build over time rather than switching on. Engagements are scoped; book a GEO audit for a quote.

Next step

Want to be the answer AI gives?

Book a GEO audit. Fifty One Degrees will benchmark your share of AI answers against your competitors and show you which layer to fix first.