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AI Visibility Scorecard

Ben Wightman

Ben Wightman

Unclaimed
⚠ Identity mismatch

2710pollock.com

Borderline visible. AI bots can crawl Ben Wightman, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

Monitoring for AI engine activity

In the Engagemii AEO index

4

AEO Visibility

i

Borderline · 4.4/10

35

Muse Index Score

i

AI agent readiness

Transactable · 35/100

0

AI Adoption

i

None detected · 0/100

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About Ben Wightman

from our crawl and measurement

2710 Pollock Road, based in Ottawa, ON, describes itself simply: "Welcome to 2710 Pollock Road! Nestled on a quiet country road just 10 minutes from the charming Richmond Village, this gorgeous Cape Cod style home offers the ultimate rural escape." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.

Our crawl found structured data on the page (SingleFamilyResidence, VideoObject), a sitemap and a readable heading structure. It is missing an llms.txt file.

Last scored · Sep 15, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

8

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

7

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

No social discussion found yet.

What this score means

Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.4/10, Ben Wightman is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Ben Wightman: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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Source & Attribution

Scored by Engagemii on September 15, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/2710pollock

Cite this score: Engagemii (2026). "AEO Score for Ben Wightman." Retrieved from https://engagemii.com/aeo/brands/2710pollock

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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