Collection: GEO SEO

GEO SEO: The Discipline Of Being Cited By Generative AI

Generative engine optimization, or GEO, is the strategic discipline of optimising a brand to be named, quoted and cited by generative AI engines. It is the umbrella that covers our Answer Engine Optimization, LLM SEO, AI Search Visibility and AI SEO Services work, and the engine-specific ChatGPT SEO, Claude SEO, Gemini SEO and Perplexity SEO collections. If you only want one entry point into BC's AI work, this is it.

The shift in buyer behaviour is the reason GEO matters. A growing share of commercial buyer queries — in some categories more than half — now happen inside an AI chat box. Those engines name two or three brands per query. Brands not named are invisible. GEO is the work that makes sure your brand is named, consistently, across the engines that matter to your buyers.

This collection is the front door to every BC option for GEO. Tied into our broader Shopify SEO Agency and Ecommerce SEO Services work.

What GEO Actually Covers

Six workstreams sit under the GEO umbrella.

Entity graph build. Person schema for the founder, complete Organization schema, Service schema with serviceType and areaServed, ProductOntology mapping, Wikidata creation or update where eligible, Wikipedia consideration. The entity is what generative engines decide to cite. Our Shopify Schema Markup collection covers schema implementation.

Citation engineering. Editorial mentions in publications generative engines treat as ground truth. Industry directories. Podcast and conference presence. Wikipedia citations. Real authority signals, not link spam. Runs through our Link Building Services and the link product family from The Cutting and The Graft through The Orchid, The Root, The Crown 10 and The Crown 20.

Content rewrite for generative extraction. Generative engines pull clean, definitive answers. Pages that bury answers under preamble do not get quoted. The work applies the first-100-words answer pattern, FAQ schema, comparison tables and definitive language. Our Shopify Collection Page SEO and Shopify Product Page SEO collections cover the on-page method.

Tracking and measurement. Tools like Ahrefs Brand Radar, Profound, AthenaHQ and Otterly track citation rate, share of voice and sentiment across all generative engines. Without measurement, you cannot prove progress.

Engine-specific tuning. Each generative engine rewards slightly different signals. Perplexity favours recency. ChatGPT favours Wikipedia and editorial. Google AI Overviews favours indexed authority. Claude favours trust signals. Gemini favours Google ecosystem signals. The retainer tunes for each.

Foundation maintenance. Generative engines still pull from indexed search content. Traditional SEO has to keep working for the GEO work to amplify it. Our Shopify SEO Services and Ecommerce SEO Services collections cover the foundation layer.

What You Get When You Engage Us For GEO

The done-for-you GEO retainer at the Flourish, Thrive and Blossom tiers covers all six workstreams plus four bonuses.

Bonus one: a GEO baseline audit across all five major generative engines. Delivered in week one.

Bonus two: complete Schema.org build via metafields. Stored in metafields so it survives theme changes. Our Shopify Schema Markup collection covers the implementation.

Bonus three: a founder strategy call with Nick. Sets the entity story and locks priority work for the first 90 days.

Bonus four: BC playbook library access. Methods, templates and prompts we use on our own brands and on client engagements.

The 90-Day GEO Movement Guarantee

Inside 90 days from kickoff, you see documented citations across at least three of the five major generative engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) for queries relevant to your category, or month-four is on us. Limited to engagements with the full Tier-1 onboarding (audit + entity build + content rewrite of top pages + first citation push).

Who GEO Suits

Three filters before we onboard.

You are at $500k to $25M annual revenue. Smaller brands are usually better served by foundation work first via our Calm SEO Starter Kit at $19 or Collection-First SEO System at $47.

You sell something a buyer would research before deciding. Considered-purchase categories benefit most from GEO — supplements, beauty, jewellery, fashion, B2B services, coaching, agency hire.

You commit to a six-month engagement minimum. GEO compounds. The work in month one shows results in months two through nine.

Capacity

We onboard a maximum of three new GEO clients per month. Real operational limit; Nick personally touches every account during onboarding. When slots are taken we open the waitlist for the following month.

GEO vs AEO vs LLM SEO — The Distinctions Matter

Three terms are used interchangeably across the industry. They are not the same thing. We use them precisely because precision changes the work.

GEO (generative engine optimization) is the umbrella for optimising for any AI engine that generates answers. It includes both chat-based engines (ChatGPT, Claude, Perplexity, Gemini) and overview-based engines (Google AI Overviews, Bing Copilot's overview features). GEO is the strategic discipline.

AEO (answer engine optimization) is the engineering layer underneath GEO. It covers the structured-data work, content extractability, FAQ schema, citation engineering and entity graph build. Our Answer Engine Optimization collection covers this layer specifically.

LLM SEO is the discipline of optimising for the specific large language models powering generative search (GPT-4, Claude, Gemini, Llama). Our LLM SEO collection covers this specifically.

In practice, the work overlaps. The retainer covers all three. The terminology matters when you are scoping a focused engagement.

The Five Generative Engines Worth Optimising For

Each gets its own engine-specific page in our GEO cluster.

ChatGPT — the largest generative engine by usage. Cited brands compound the fastest. Our ChatGPT SEO collection covers ChatGPT-specific work.

Claude — increasingly used inside enterprise tools and developer environments. Cautious about commercial recommendations. Our Claude SEO collection covers Claude-specific work.

Perplexity — the most observable generative engine because every answer cites visible sources. Fastest feedback loops for SEO work. Our Perplexity SEO collection covers Perplexity-specific work.

Gemini — Google's generative engine. Pulls heavily from Google Search and Knowledge Graph. Our Gemini SEO collection covers Gemini-specific work.

Google AI Overviews — generative answers shown above traditional search results. Pulls from indexed pages enriched with knowledge graph entities. Covered as part of the broader GEO retainer.

GEO Across Verticals

The work is the same across verticals; the priorities and the SERP pressure shift. We have run GEO programmes for Florist SEO, Jewellery SEO, Fashion SEO, Beauty SEO, Skincare SEO, Pet Brand SEO, Wellness SEO, Health & Supplement SEO and Coaching SEO clients.

GEO Across Platforms

Shopify and Shopify Plus brands get the cleanest implementation because metafield-based schema work is straightforward. WooCommerce, BigCommerce and Magento stores get the same GEO work on their current platform; many route through our Shopify SEO Migration playbook within twelve months.

Pricing

DIY entry: Calm SEO Starter Kit at $19, Collection-First SEO System at $47.

Monthly: Root Monthly SEO Starter Plan, Seed, Sprout, Bloom and Orchard. Full range at Monthly SEO Plans.

Done-for-you: Flourish, Thrive, Blossom. Agencies use our White Label SEO service. Strategic engagements sit inside Ecommerce SEO Specialist, Ecommerce SEO Consultant and Ecommerce SEO Company.

Frequently Asked Questions

What is GEO SEO?

GEO SEO, or generative engine optimization, is the discipline of optimising a brand to be named and cited by generative AI engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, Bing Copilot). It includes entity graph build, citation engineering, content rewrite for generative extraction, tracking, engine-specific tuning and traditional SEO foundation maintenance.

What is the difference between GEO, AEO and LLM SEO?

GEO is the umbrella discipline covering all generative AI search optimisation. AEO (answer engine optimization) is the engineering layer underneath — schema, content extractability, FAQ structure. LLM SEO is the specific work for individual large language models. The three overlap in practice; the retainer covers all three.

Which generative engines should I optimise for first?

Most clients see the fastest wins on Perplexity (citation behaviour is observable, recency-weighted) and Gemini (KD 3 in US). ChatGPT delivers the largest absolute traffic but takes longer. Claude and Google AI Overviews are typically the third and fourth priorities.

How long does GEO take to work?

First documented citations in 60 to 120 days from kickoff. Citation density across multiple engines and queries builds over six to twelve months as authority compounds. Brands with existing content and authority see faster movement than brands building from scratch.

What is the 90-day movement guarantee?

Inside 90 days from kickoff, you see documented citations across at least three of the five major generative engines for queries relevant to your category, or month-four is on us. Limited to engagements with the full Tier-1 onboarding.

Why do you only take three new GEO clients a month?

Nick personally touches every account during the onboarding window. Audit, entity build, content rewrite and citation push are senior-level tasks. Three accounts a month is the operational limit at our current capacity.

What does GEO cost?

DIY paths start at $19. Monthly support starts at the Root tier. Done-for-you GEO retainers price by store size, vertical and competition. Pricing published on the relevant retainer pages on bloomingcheckout.com.