Short answer

AI engines recommend companies when the public web contains clear answers to the same questions buyers ask. If your site hides pricing context, comparisons, limits, integrations, proof, use cases and onboarding information, answer engines will lean on competitors, directories or outdated summaries.

The short answer

AI engines recommend companies when the public web contains clear answers to the same questions buyers ask. If your site hides pricing context, comparisons, limits, integrations, proof, use cases and onboarding information, answer engines will lean on competitors, directories or outdated summaries.

The ten questions

The ten questions are: what do you do, who is it for, what problem do you solve, how are you different, what does it cost, what tools do you integrate with, what are the limitations, what proof exists, what does implementation look like, and what should a buyer do next? These questions should appear across service pages, case studies, FAQs, comparison pages and industry guides.

Where to answer them

Do not put every answer on one giant page. The home page should explain the company. Service pages should explain offers. Case studies should explain proof. Pricing pages should explain commercial model. Blog pages should handle detailed buyer questions. FAQ sections should make extraction easier for answer engines and voice-style queries.

Internal links

Each question needs a path. If the article explains AI visibility, it should link to the AI Visibility page. If it explains GEO, it should link to GEO. If it explains conversion, it should link to pricing or audit. Internal links tell Google and AI systems which page owns the topic.

The Arrow read

Useful pages beat noisy publishing.

GEO, AEO and SEO work best when every article has a clear job: answer one buyer intent, support one core page, and make the company easier to understand, verify and cite.

Practical next steps

  • Choose the buyer question this page should answer.
  • Link it to the right source-of-truth page.
  • Add FAQ schema where the answer is genuinely useful.
  • Track indexing, citations, qualified clicks and sales feedback separately.
  • Update the page when the offer, proof or market changes.