The work, not the pitch
Five projects spanning the full picture of modern search visibility — ranking in Google and getting cited inside ChatGPT, Gemini, Perplexity, and AI Overviews — plus the SEO, content, and automation work underneath it. Each with a clear problem, a clear approach, and numbers that hold up.
Case studies
9× LLM Visibility and #1–#2 Tool Rankings — Built Entirely on AEO, $0 Paid
Wellows started with near-zero LLM visibility and no citation footprint. I built measurable AI-search presence from scratch — zero paid spend.
- AEO framework. Koray Tuğberk's logic + Google's query fan-out patent for LLM retrieval.
- Citation experiments. Grounded vs. non-grounded tests tracking explicit and implicit AI visibility.
- Tool- & community-led. Three AI tools as LLM entry points; AEO across Reddit, Quora, G2; n8n + GA4 reporting.
22× LLM Traffic: Getting a SaaS Brand Cited Inside AI Answers
Wellows had Google traffic but near-zero presence inside AI answers. I applied GEO/AEO frameworks — an entity model from Google patent research, retrieval-ready content, and structured signals LLMs treat as authoritative.
1,647 Users, Zero Paid: Building Authority Signals in AI Search
No tool bridged Google's patent-level search science and AI-retrieval strategy, so I built three — Query Fan-Out Generator, LLM Query Builder, and AI Humanizer. Together they create the entity signal LLMs treat as a credibility marker.
8K to 25K Sessions: Topic Cluster Architecture for Affiliate SEO
Sessions plateaued at 8K/month despite regular publishing — topical fragmentation, not volume. I rebuilt the architecture: intent-mapped topic clusters, pillars around high-commercial queries, and deliberate internal linking. No technical overhaul.
KIVA Launch: #1 on All About AI, 447 Users, 110 Paying Signups
KIVA needed presence in a crowded AI-tools space on zero paid budget. I led the full GTM — positioning, launch content, SEO-driven distribution, and influencer partnerships — to a #1 U.S. rating on All About AI, all organic.
What the numbers looked like when they landed
Rankings reclaimed, tools launched, links earned, and traffic moved — straight from GSC, Ahrefs, and the team channel.
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