AdMarkupGenerative engine optimization, without the hype
Generative engine optimization, or GEO, is the practice of optimising content for search systems that generate an answer rather than return a list of links. It focuses on retrievability, factual clarity, source credibility and content that remains accurate when quoted in isolation.
The problem
Generative systems compress many sources into one answer. Content written to build up to a conclusion over 2,000 words, or which depends on surrounding context to make sense, rarely survives that compression.
How we approach it
We write and restructure so each key claim is self-contained, attributable and verifiable: clear definitions, specific numbers with sources, tight passages, and explicit relationships between entities.
Business outcomes
- Passages that can be quoted accurately without distortion
- Clearer entity relationships across your content
- Original material that gives systems a reason to cite you
- A measurable baseline for generative visibility
What's included
Passage-level restructuring
Priority pages are rewritten into self-contained passages with a direct answer first, so a retrieved chunk makes sense alone.
Claim and evidence mapping
We identify which claims need support, attach sources or first-party data, and remove assertions that cannot be substantiated.
Entity and relationship modelling
Services, locations, people and technologies are described consistently and linked through structured data with stable identifiers.
Original material development
Surveys, internal benchmarks and documented methodology give systems something unique to reference rather than a restatement of consensus.
Format and markup work
Definitions, comparison tables, step lists and summaries are used where they genuinely reflect the content, never as decoration.
Prompt-based testing
A representative prompt set is tested repeatedly to see which of your pages get retrieved and how accurately.
What you receive
- Passage restructuring guidelines
- Claim-and-source register for priority pages
- Entity model and schema specification
- Original research or benchmark plan
- Prompt test set with recorded results
- Content template updates for future publishing
How we work
- 1
Test
Run the prompt set to establish current retrieval and citation behaviour.
- 2
Diagnose
Identify why competing sources are cited and yours is not.
- 3
Restructure
Rework priority content into self-contained, evidenced passages.
- 4
Differentiate
Add first-party data or documented methodology worth citing.
- 5
Re-test
Repeat the prompt set on a schedule and iterate.
How we measure it
- Retrieval and citation rate across the prompt set
- Which URLs are cited, and for which prompts
- Accuracy of quoted claims
- Referral traffic from assistants where available
- Links earned by original material
Honest limitations
Generative systems are opaque and change without notice, so GEO is a probability game rather than a controllable ranking. Any vendor selling guaranteed citations is misrepresenting how these systems work.
Frequently asked questions
- Is GEO just a rebranded SEO buzzword?
- The fundamentals overlap, but the emphasis genuinely differs: passage-level self-containment, evidence and entity consistency matter more, and the measurement approach is different because there is no ranking report.
- Do we need original research?
- It is the most reliable differentiator, because consensus content has thousands of interchangeable sources. Even modest first-party benchmarks give a system a reason to name you.
- Does GEO hurt our conventional rankings?
- No. Clearer structure, better evidence and consistent entities help both. We do not sacrifice readability or on-page performance to chase extraction.
- How quickly does this show results?
- Retrieval behaviour can change within weeks of republishing, but it is inconsistent between systems and prompts, which is why we test on a schedule rather than declare a result once.
Related services
- AI SEO Make your content retrievable and quotable by the AI systems people now search with.
- AI Content Optimization Rework existing content so both readers and retrieval systems can use it — reviewed by people.
- AI Visibility Audit Find out how AI systems currently describe you, and what to fix first.
- SEO Content Briefs, drafting and expert review for content that satisfies the query and earns its place.
- digital pr
Let's build your growth system.
Tell us where you are now and what you need to reach. We'll come back with scope, sequencing and what we'd do first.