How is this different from a regular SEO agency?
An SEO agency: keyword research → blog content → backlinks. Me: technical catalog structure → structured product pages → structured data → measurement from buyer questions. I do not write blogs. I make your catalog readable by machines. That is the focus.
Why do specs have to be text? Images are nicer to look at.
Images are for people. Text is for machines. You need both. The solution: the product page has both — an HTML spec table (machines), product images, and a PDF download (people). Not one or the other.
How do you measure appearances in ChatGPT / Gemini?
I use 50 real buyer questions from sales calls, email, and WhatsApp. Every month those questions are run against ChatGPT, Gemini, and AI Overviews through the API and checked by hand. What gets recorded: whether your product is cited, which URL, and at what position. Screenshots serve as evidence, using the same method every month.
How long until results show?
Baseline in the first week. Indexing and crawling in weeks 2–4. Early ranking movement in the second month. Significant results in months 3–4. AI citations need authority to build, so they start showing in months 4–6. All of it measured against the same baseline. No "it looks like it went up".
Do we have to replace the website?
Not necessarily. If the CMS supports custom page templates, JSON-LD injection, and clean URLs, we use what you have. WordPress, Webflow, a custom CMS, a static site — all work. What has to be rebuilt: a CMS that locks the URL structure, does not allow schema injection, or cannot be made fast enough.
A catalog of 10,000+ SKUs. Can you handle it?
A large catalog is exactly where the biggest results come from. 10,000 SKUs means 10,000 search entry points. But it is not done by hand. What I build: (1) a structured product page template, (2) a data pipeline from the catalog master that generates the pages automatically, (3) automated QA that checks the schema is valid, the specs are complete, and the canonical is unique. Priority: the 20% of SKUs that get searched most, first.