Product landing pages models can cite
We build your product page so a generative model can explain what you do, who for, and how you differ, without making it up.
The problem with product landing pages
A conventional product landing page is written to persuade a person who is already looking at it. A model is not persuaded: it extracts. It needs an unambiguous definition, one use case per block, and claims it can attribute. Most landing pages have none of the three, which is why the model describes your product in your competitor's words.
What is included
- Entity architecture: how your product, your company and your category are named across the whole site, identically and linked to each other.
- Complete, validated structured data.
- Content written as self-contained passages, with a direct answer per block.
- A block of real questions from your category, taken from what people ask the models, not from a keyword tool.
- Server-side rendering, llms.txt and crawler control.
- Mention tracking before publication and at 30, 60 and 90 days.
What is not included
We do not do brand redesigns, paid campaigns or bulk blog content. If that is what you need, we say so and save you the budget.
How it starts
With the free scan. If the result says your problem is content rather than architecture, this is the piece you are missing.
Frequently asked questions about product landing pages models can cite
How is this different from a well-built landing page?
- A conventional landing page is written to persuade a person who is already looking at it; an AEO-aligned landing page is also written for a model to extract. A model needs an unambiguous definition of the product, one use case per block, and claims it can attribute. Those three elements do not appear from better writing: the page has to be structured so that they exist.
What is measured, and when?
- Product mentions across the models are measured before the landing page goes live and again at 30, 60 and 90 days. The measurement taken beforehand is what sets the baseline: without it there is no way to tell whether a later change achieved anything.
Can you guarantee that ChatGPT or Perplexity will cite my product?
- No, and nobody can. Appearing in an answer depends on when each engine reindexes, on how it selects its sources and on how competitive your category is, and no supplier controls any of that. What is guaranteed is that the landing page meets the technical and structural conditions that make the citation possible.
Will this harm my Google rankings?
- No. The criteria for extractable content overlap heavily with the quality signals search engines already reward: server-side rendering, a correct heading hierarchy, valid structured data and direct answers. Several of the changes improve both at once.
Where does it start?
- With a free scan of your current site. The result distinguishes whether the problem is architectural, which a rebuild fixes, or a content problem, which is what an AEO-aligned landing page solves.