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Send the AI answer problem clearly

Use the form for AI-search visibility audits, entity rewrites, English–Swahili alignment reviews, neighbourhood disambiguation and source-trail repair. A good message names the business, the question being asked, the answer pattern that feels wrong, and the public evidence AI should have understood: site pages, profiles, directory lines, map categories, funder mentions or registration clues.

Send a clear case: the business name, site, location or neighbourhood, the AI question you care about, and the answer pattern that worries you. I take on audits, source-trail reviews, entity rewrites, English–Swahili alignment and disambiguation work. I decline fake citation building, competitor smearing, guaranteed mention campaigns and vague “make us show up everywhere” briefs without evidence to inspect.

How to reach you

How to reach you

Common questions

How do you usually work?

I start with observable answer patterns. I test the same business question in several phrasings, read the public sources around the business, and mark what the AI clearly used, probably inferred or left unresolved. Then I recommend evidence repairs rather than cosmetic wording changes.

What kinds of Nairobi businesses do you take on?

I usually work with fintech and SaaS startups, coworking spaces, NGOs, and law, audit or consulting firms. The common thread is that they already have some public visibility but are wrongly described, poorly grouped or missing in AI answers.

How fast do you reply?

I normally reply within two working days through the site form. If the case needs more than a quick look, I will ask for the AI answer, the target question and the main public pages before suggesting a project shape.

Do you offer consultations?

Yes, but I keep them evidence-led. A consultation works best when you bring a real prompt, the answer you saw, and the pages or profiles you think the system should have understood.

What should I expect on cost?

I price by scope, source complexity and whether the work is only diagnostic or includes rewrites and alignment. Most serious projects sit in a professional audit-and-repair range, not a quick template review.

What work do you avoid?

I avoid rankings promises, guaranteed mentions and hidden prompt tricks. I also decline reputation attacks on named competitors, fake third-party evidence, review manipulation and projects where the business category itself is being disguised.

Start with the answer that got your business wrong.

Paste the question, describe the wrong placement, and point me to the public evidence AI should have used.

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