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Ryan Mackenzie for Congress
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. Two-thirds of websites are invisible to them. Ryan Mackenzie for Congress just got measured.
5/10 means Ryan Mackenzie for Congress is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Ryan Mackenzie for Congress
A 9th generation resident of the Lehigh Valley, Ryan Mackenzie’s family fought in the Northampton County Militia during the Revolution and served our country in both World Wars. Ryan Mackenzie is running for Congress because we’re losing the country those patriots built.
Key Topics
Details
Industry: Nonprofits
mackenzieforcongress.comAI Visibility Breakdown
1
Structured Data
6
Content Structure
6
Entity Clarity
5
E-E-A-T Signals
6
Technical AEO
4
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Source & Attribution
Scored by Engagemii on June 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mackenzieforcongress
Cite this score: Engagemii (2026). "AEO Score for Ryan Mackenzie for Congress." Retrieved from https://engagemii.com/aeo/brands/mackenzieforcongress
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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