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AI Recommendation Leaderboard by Market | AgentFound

See which businesses AI assistants actually recommend, ranked market by market from observed AI answers, and search for a business to find where it lands.

Overview

Public leaderboard ranking businesses by how often AI assistants recommend them in tested buyer-style questions, published market by market with a searchable lookup.

Who AI agents recommend

Businesses ranked by how often AI assistants actually recommend them, market by market. Search your own name to see where you land.

Rankings come from observed answers to tested buyer-style questions, so a business appears because assistants named it, not because it submitted itself. A business that never appears in any tested answer is reported as an absence rather than a low rank.

Markets covered

What each ranking shows

Rank

Position within the market, alongside how many businesses were ranked and how many questions were asked.

Composite score

The scored strength of a business across the tested answers for its market.

Coverage state

Markets that were researched but are still too thin to rank fairly, queued, or running are labeled as such instead of shown as empty.

Corrections and removal

Current standings are loaded live and change as markets are re-researched; the page publishes the methodology version it was generated under. A business can request removal from the leaderboard through the contact page.

Audit packages

One-time engagements with no recurring subscription: Snapshot – Starter at $49, Full AI Visibility Audit – Standard at $149, Audit + Fix Plan – Advanced at Custom. Starter and Standard are self-serve through Stripe checkout; Advanced is custom-scoped through the contact form. The pricing page carries the full comparison.

Snapshot – Starter — $49 (one-time)

See whether AI assistants find, cite, and recommend your business, with the first issues and fixes to tackle. Includes: Earned Agent Citation baseline; Five buyer-style visibility tests; Competitor or accuracy finding; Top fixes to tackle first; Plain-English diagnosis; Retest instructions (no rerun included). 5 AI-style prompt scenarios; 4 core AI assistants covered; 0 included rescans or rechecks; 48-hour turnaround. Best for: A quick read on where you stand.

Full AI Visibility Audit – Standard — $149 (one-time)

Go deeper with stronger evidence, competitor context, and a full roadmap. Includes: Everything in Starter; Deeper evidence review; Competitor context; Full AI visibility roadmap; Impact-ranked fix list; Schema & structured-data review; 1 full recheck after fixes. 20 AI-style prompt scenarios; Up to 5 competitors benchmarked; 1 full recheck included; 30-min review call. Best for: Most businesses ready to act.

Audit + Fix Plan – Advanced — Custom (one-time)

A done-with-you audit, prioritized fix plan, and clear retest path without turning the purchase into a sales call. Includes: Everything in Standard; Prioritized fix plan; Done-with-you review; 1 full retest after fixes; Fix sequence by expected impact; Clear next-step roadmap. 30+ AI-style prompt scenarios; Up to 15 competitors benchmarked; 1 full retest included. Best for: Teams that want the fixes done with them.

Who this page is for

  • business owners
  • operators
  • marketing teams
  • competitive researchers

Key topics

  • AI recommendation leaderboard
  • AI visibility ranking
  • market rankings
  • competitor benchmarking
  • observed AI answers

Useful next step

Search a business to see where it ranks, or run a free scan

Start a free AI visibility scan