AI Recommendability

Be recommended by AI — not just found by it

Showing up in an AI answer isn't the win. Being the one it recommends is. WebPresenceScore targets that rung — and weighs it at 20% of your overall grade.

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The four rungs of an AI answer

Every local business in an AI answer sits on one of these four rungs. Most marketing advice aims at the bottom three. WebPresenceScore targets the top one.

  1. 1

    Retrieved

    Your listing shows up in the raw results the model considers.

  2. 2

    Cited

    The model quotes or links to you as a source.

  3. 3

    Mentioned

    Your name appears in the answer alongside the competition.

  4. 4

    Recommended — the only rung that drives purchasing

    The model tells the customer to call you, book you, or choose you over the alternatives.

Visibility without recommendability is a vanity metric. WebPresenceScore is built around the fourth rung.

SEO (still matters)

  • Goal: rank well in search results
  • Signals: on-page content, links, technical health, local profile setup
  • Outcome: visibility in traditional search and maps

AI Recommendability (the new layer)

  • Goal: be the business AI confidently recommends over your two named competitors
  • Signals: consistent facts across the web, strong reputation signals, clear service/location info, no name confusion
  • Outcome: chosen, not just mentioned, when customers ask AI

The practical takeaway: SEO is the foundation. AI Recommendability is the new layer that decides which of the visible businesses actually gets the call.

How AI answers choose a local business to recommend

AI systems combine what they already "know" with what they can find on the live web. For local discovery, they lean on signals like:

  • Consistent business facts (name, address, phone, hours, services)
  • Reputation signals (volume, recency, and sentiment of reviews)
  • Website clarity (location/service pages, contact info, structured hints)
  • Listings/citations across directories and platforms customers use
  • Authority mentions (press, community sites, local coverage)
  • Confusion risk (similar business names, inconsistent locations, outdated info)

Note: AI systems vary, and results can change. We focus on measurable, durable signals rather than promises of specific placements.

What WebPresenceScore measures today

Your report's AI Recommendability section (20% of the overall grade) summarizes three things:

AI Recommendability (20% of your overall grade)

  • Model knowledge: what the AI can describe about you without live lookup
  • Web findings: whether it can locate current, relevant information online
  • Competitor recommendation: across the same prompts, are you the one it tells the customer to choose — or is the answer one of the two competitors you named?
  • Actionable fixes: what to change to improve consistency and credibility

Get your AI Recommendability Score — see where you stand vs your competitors

A single grade. A clear fix list. About 90 seconds.

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