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AI Visibility Scorecard
John Strand for Congress
johnstrandusa.com · Nonprofits
Somewhat visible. AI bots can read John Strand for Congress, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#270,025 of 764,039 in Nonprofits for AI visibility
5.1
/10
AEO Score
About John Strand for Congress
from our crawl and measurement
John Strand for Congress is a Naples, FL business whose own site puts it this way: "John Strand is running for U.S. Congress in Florida's 19th District. A patriot, conservative leader, and January 6th political prisoner fighting for freedom, faith, and the Constitution." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
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
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
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 5.1/10, John Strand for Congress has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John Strand for Congress
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnstrandusa
Cite this score: Engagemii (2026). "AEO Score for John Strand for Congress." Retrieved from https://engagemii.com/aeo/brands/johnstrandusa
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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