If you are wondering whether your headlines matter to AI systems the way they matter to readers and search engines, here is the direct answer.
AI Search Engine Audit
You asked ChatGPT, Claude, or Gemini what your business does, half expecting a mess.
If you have been told that AI thinks in entities, and you have made sure your business is one, here is the part that usually gets left out.
If your website has schema on more than one page, here is the direct answer to whether it needs to agree with itself.
If you are wondering whether your website still matters now that so many customers ask ChatGPT, Claude, or Gemini about businesses instead of visiting them, here is the direct answer.
If your website reads well, converts well, and still produces a vague or oddly broad description when you ask ChatGPT, Claude, or Gemini what your business does, the cause is probably not bad writing.
If a processor researches your rapeseed farm through ChatGPT, Gemini, or Claude, will the answer explain what makes your crop suitable for that buyer?
A buyer researching your mustard seed farm through ChatGPT, Gemini, or Claude could come away with the wrong idea about what you grow or what you sell.
A flaxseed farmer knows whether the operation is producing flax for commodity markets, food use, oil production, seed, or as one crop within a larger farming operation.