07 · Communications, content & visibility
AI search visibility answer and generative engine optimisation
We measure how AI assistants and search engines answer a defined set of questions your buyers ask, diagnose why you are cited or missing, and only then propose ongoing work.
Tell us what you need- Led by
- Kenneth Gagakuma
- Delivery
- Remote, and on site from Accra
- Fees
- Fixed fee, quoted to your scope
- Contracting
- GKM Legacy Holdings, Maryland
Who commissions this, and when.
Buyers and moments where this work pays for itself, and where it does not.
Who it is for
- Professional-services firms and consultancies
- NGOs and institutions that want to be the cited source
- Publishers and B2B companies with expert content
When to call us
- Buyers ask AI assistants before they visit websites
- Competitors are cited in AI answers and you are not
- Search traffic is changing and you need evidence, not guesses
When it is not the answer
Nobody can guarantee a citation in an AI answer. Answers vary by engine, by wording and over time, so we measure samples and report what changed.
How the work runs.
Each stage ends in something you review before the next begins.
Stage 1 of 5
Audience
Agree the buyers, markets and questions to measure.
Review pointAudiences, and what each must understand, agreed.
Stage 2 of 5
Message
Define what a good answer and a good citation look like.
Review pointMessages tested against your evidence.
Stage 3 of 5
Production
Run the baseline sample across the chosen engines.
Review pointProduction checked for accuracy, accessibility and brand.
Stage 4 of 5
Approval
Review the findings and the action plan with you.
Review pointNamed approvers sign off before anything is published.
Stage 5 of 5
Distribution
Re-measure on an agreed schedule.
Review pointDistribution plan and measures agreed before launch.
What you receive.
Documents you can use, each with its method and sources attached.
04in the pack
See a demonstration of the output: Specimen · AI search visibility (AEO / GEO)
Prompt set
The questions your buyers ask, agreed with you.
Baseline sample
Which engines cite you, a competitor or no one, with dates.
Gap diagnosis
Content, structure, entity and technical reasons for the gaps.
Action plan
Fixes in order of likely impact, with how each will be re-measured.
Led byKenneth Gagakuma
- Contracting
- GKM Legacy Holdings, Maryland
- Consultation
- from USD 90
Scope and fees.
Fees are agreed in writing before work begins. Estimates are shown as estimates.
Fees
Fixed fee, quoted to your scope
Send a brief or book a short call. We reply with a written scope, dates and a fixed fee before any work begins.
What we need from you
- Your website and key content
- Buyer questions and competitors
- Analytics and search console access where available
Not included unless agreed
- Guaranteed rankings or citations
- Paid advertising
- Content production beyond the plan unless scoped
Questions buyers ask.
Anything else: ask in a brief.
Which AI engines do you test?
The ones your buyers use, agreed at the start. Every sample names the engine and the date it was run.
Is this different from SEO?
It builds on SEO but measures answers and citations, not only rankings.
Is there a free tool?
Yes: the AI citation sampling workbench.
Related work
What needs to move forward?
Tell us the decision, the challenge or the opportunity. We reply with a scoped approach, a named principal and a fee before any work begins.
No charge to submit an enquiry.