LLMs.txt is useful, but your product pages still need clarity

LLMs.txt is a useful discovery layer. It can give AI crawlers a cleaner map of what they may read. But if the destination pages are vague, thin, or missing buyer answers, the crawler has found the problem faster.

The difference between access and understanding

Access answers the question, "Can an AI crawler find this page?" Product clarity answers the question, "Is there enough evidence here to recommend this product confidently?" Shopify merchants need both, but they are not the same job.

What SEOMelon focuses on

SEOMelon improves the product-page source material: SEO titles, meta descriptions, image alt text, FAQ/AEO content, and JSON-LD schema. That content helps Google, AI answer engines, and shopping agents understand the same product facts more consistently.

A practical order of operations

Start by fixing your highest-value product pages. Add clear facts, answer common buyer questions, and make structured data complete. Then add crawler-control and discovery files where they make sense. Discovery works better when the content being discovered is worth using.