GEO & AI Search Visibility Baseline
A practical baseline of how your brand, products, services and key topics are understood and surfaced across AI-driven discovery environments. Useful as an early benchmark while AI search behaviour continues to evolve.
Clarity before your team commits time and budget
The engagement is shaped around the decisions you need to make, not a fixed list of activity performed for its own sake.
When do AI assistants mention or recommend the brand, products and competitors?
Which owned and third-party sources are shaping those answers?
Can answer engines retrieve and understand the evidence on the website?
Which technical, content and entity gaps should the team address first?
What the engagement produces
Best suited to brands, SaaS companies, agencies and growth teams that want a credible early read on AI search performance.
Available as a defined project, focused advisory support or part of an agency partnership.
Agency support options- Prompt and query set creation
- Brand and entity visibility checks
- Citation and source pattern review
- Content retrievability assessment
- Structured data and entity signal review
- Third-party authority review
- AI visibility scorecard
- Priority recommendations
From an unclear problem to an implementable plan
Define the question
Agree what the geo & ai search visibility baseline engagement must explain, which decisions it needs to support and what evidence is available.
Build the evidence
Investigate the relevant technical, search and business signals rather than relying on a generic checklist or a single tool.
Set the priorities
Turn the findings into a clear sequence based on likely impact, implementation effort, dependencies and risk.
Enable and validate
Walk the team through the recommendations, support delivery where needed and define how the result should be checked.
A decision your team can defend and deliver
The baseline gives the organisation a defensible starting point: a representative prompt set, documented visibility and citation patterns, an explanation of the factors likely influencing them and a prioritised roadmap. Most importantly, the method can be repeated after implementation instead of relying on memorable screenshots.
Questions before we start
The practical details people usually want to understand before scoping the work.
Is GEO different from SEO?
They overlap heavily. Crawlability, useful content, entities and authority still matter, but generative answers also require prompt-level measurement, citation analysis and attention to the wider source ecosystem around a brand.
Which AI search platforms do you assess?
The mix is agreed around the audience and market. It can include Google AI experiences and major answer engines, with a common evidence framework so differences between platforms remain interpretable.
Can you guarantee inclusion in AI answers?
No credible consultant can guarantee a model output. I can establish the evidence, remove preventable constraints, strengthen the information available to answer systems and build a repeatable measurement approach.
Ready to start geo & ai search visibility baseline?
Send a short note about the project. I will reply within a working day.