outhang

18 August 2026 / 6 min read

How AI assistants decide which businesses to recommend

Why assistants name some suppliers and not others, and the practical work that makes your business one of the named ones.

  • aeo
  • search
  • content

People now ask an assistant for a shortlist before they ask a search engine for options. Being recommended is a different problem from ranking, and it rewards different work.

The short answer

Assistants recommend businesses whose facts are easy to extract, consistent everywhere, and specific enough to match a question. Vague, image-only, inconsistent sites get skipped even when they rank.

What assistants need from you

  • Extractable facts. What you do, where, for whom, in text — not in a graphic or a video.
  • Specificity. "Bespoke CMS and database builds for UK operations teams" is matchable. "Digital solutions" is not.
  • Consistency. Company name, location and service wording identical across your site and every profile that mentions you.
  • Direct answers. A short, quotable paragraph near the top of a page answering its own question.
  • Structure. Question-shaped headings, comparison tables, definition blocks, clear lists. These lift cleanly.
  • Proof. Named work, live URLs, real detail. Assistants and humans both discount unverifiable claims.
  • Freshness signals. Dates, updates, activity.

Ranking versus being recommended

Search rankingBeing recommended
UnitA pageA fact about you
RewardsLinks, authority, intent matchClarity, consistency, extractability
Loses toBigger sitesVagueness and images-as-text
Fixed byContent and technical workStructure, plain answers, structured data

The practical work

Give every page one job and open it with the answer. Write the comparison you would give a client on a call. Publish prices, or at least brackets — the absence of a number is itself a reason to be skipped. Mark up your organisation, services and articles in structured data. Say plainly where you are based and who you serve.

Then check: ask a few assistants what your business does and who it is for. Wrong answers point straight at the pages that need work.

What not to do

Do not stuff pages with question headings you never answer. Do not fabricate figures, awards or testimonials — they get contradicted, and contradiction is what gets you dropped.

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