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AI Visibility Scorecard
Fair By Design
fairbydesign.com · Nonprofits
Somewhat visible. AI bots can read Fair By Design, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
ChatGPT · Meta AI · Claude
#6,436 of 764,039 in Nonprofits for AI visibility
6.7
/10
AEO Score
About Fair By Design
from our crawl and measurement
Fair By Design describes itself simply: "Fair By Design is dedicated to eliminating the poverty premium in the UK. Discover our mission to ensure essential products and services are accessible and affordable for everyone." Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
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
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
5
Press and news coverage.
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 6.7/10, Fair By Design has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Fair By Design
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fairbydesign
Cite this score: Engagemii (2026). "AEO Score for Fair By Design." Retrieved from https://engagemii.com/aeo/brands/fairbydesign
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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