I'm Khan Juma Khan — a search strategist who has driven campaigns to 255K+ impressions and 2K+ clicks in 4 months using the same entity-structuring principles AI engines now run on.
My AEO and GEO services structure your content for how ChatGPT, Perplexity, Google AI Overviews, and Claude actually retrieve and cite sources — not generic "AI-friendly" advice copied across every agency's site.
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Every engagement covers entity and schema structuring, platform-specific content formatting for ChatGPT, Perplexity, AI Overviews, and Claude, technical crawlability fixes, and a manual citation audit across your priority queries.
I check that your critical text content renders in raw HTML, not just client-side JavaScript — AI crawlers skip what they can't read without rendering, and most agencies never catch this.
These are AEO and GEO services for businesses that want to be the cited source, not a recycled checklist promising generic "AI visibility."
Most businesses still rank fine on Google but are completely absent from AI-generated answers. The gap between ranking and being cited almost always traces back to the same audit findings I see across client sites.
Every AI-citation audit I run uncovers at least one of these gaps. Left unaddressed, your competitor gets named in the answer and you don't — even when you outrank them.
If your key text loads via client-side JavaScript, AI crawlers that skip rendering see an empty page. Your pricing, FAQs, or specs may be invisible to the exact bots deciding citations.
Vague, unstructured brand and product mentions make it harder for AI models to confidently resolve who you are — and uncertain models default to a competitor they trust more.
Hedged phrasing like "we believe" or "in our opinion" reads as uncertain to language models trained to favor declarative, encyclopedia-style statements — and gets passed over.
AI engines weight community and editorial mentions heavily. No presence in forums, comparison roundups, or earned coverage means no independent signal backing your claims.
Most businesses have never actually asked ChatGPT or Perplexity the questions their buyers ask. Without that audit, you're guessing whether you're visible at all.
I manually test your priority queries across ChatGPT, Perplexity, Google AI Overviews, and Claude to document exactly where you're cited, mentioned, or absent.
I fix crawlability gaps, confirm your critical text renders in raw HTML, and structure your entity data so AI models can resolve exactly who you are.
I restructure content into declarative, extractable answers with FAQ and schema markup matched to how each specific platform actually pulls and cites sources.
I build third-party conversation around your brand and re-run the citation audit monthly, so we can prove movement, not just promise it.
AEO and GEO deliver the strongest impact for businesses whose buyers ask questions before they act, including:
AEO targets featured snippets and direct-answer boxes in traditional search. GEO targets being cited by name inside generative responses from ChatGPT, Perplexity, and Claude. They share the same foundation — structure, entity clarity, schema — but optimize for different surfaces.
Perplexity often shows movement in 2-4 weeks since its citation cycle is shortest. ChatGPT and Google AI Overviews typically take 3-6 months. I've personally driven campaigns to 255K+ impressions and 2K+ clicks in 4 months using these same structuring principles.
No ethical practitioner can guarantee citation — model behavior shifts month to month, and which sources get cited changes accordingly. What I guarantee is a documented audit process and a structured strategy built on how each platform actually retrieves sources.
No — it builds on it. Strong technical SEO and topical authority are still the foundation most AI engines rely on for retrieval. AEO and GEO add the extraction and citation layer on top, not a replacement for it.
I run a recurring manual audit across your priority queries on ChatGPT, Perplexity, Google AI Overviews, and Claude, tracking citation rate, sentiment, and competitor share of voice — not vague "AI visibility" claims with no baseline.
Yes — citation isn't won by domain size alone. AI engines weight clarity, structure, and trust signals, which lets a focused small business out-cite a larger competitor with messier, unstructured content.
Ranking and citation are decided by different mechanisms. Your page can satisfy Google's ranking signals while failing the structure, entity clarity, or technical rendering that AI retrieval systems require to extract and trust it.
Build a structured, citable presence that gets your brand named inside AI-generated answers.
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