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AI Visibility Scorecard
benton.org · Nonprofits
Somewhat visible. AI bots can read Benton Foundation, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · ChatGPT · Meta AI · Apple Intelligence
#3,524 of 763,870 in Nonprofits for AI visibility
6.8
/10
AEO Score
from our crawl and measurement
Benton Foundation is a Wilmette, IL business whose own site puts it this way: "Benton provides the only free, reliable, and non-partisan daily digest that curates and distributes news related to universal broadband." Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on a few credibility markers. What holds it back is structured data describing the business and the technical files AI engines look for, such as llms.txt or an open robots.txt.
Off the page, other sites link to it, AI engines recognise it as a distinct business, it turns up in press coverage and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
9
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
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
6
Press and news coverage.
Community
2
Forum and community discussion.
Social Mentions
5
Social discussion and mentions.
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 6.8/10, Benton Foundation has a working base to build on - fixable, and the signals above are where to start.
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Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/benton-org
Cite this score: Engagemii (2026). "AEO Score for Benton Foundation." Retrieved from https://engagemii.com/aeo/brands/benton-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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