AI Visibility Scorecard
FairVote
dubiousdemocracy.com · Government & Public Sector
Borderline visible. AI bots can crawl FairVote, 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
#57,095 of 123,751 in Government & Public Sector for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About FairVote
from our crawl and measurement
"See in-depth research and data about nonpartisan reforms that can make elections better for every American." That is how Dubious Democracy 2024 introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4.6/10, FairVote is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How does your state rank for Voter Voice?
The map and chart below show the rankings for each state. You can access the full data here. Notably, Alaska and Maine – the two states that currently use ranked choice voting statewide – perform well in most categories. One exception is the partisan skew metric, though that primarily reflects the states’ low number of congressional districts.
How to make congressional elections meaningful?
Uncompetitive elections, partisan skew, and low voter consensus are all indications of the structural problems inherent in winner-take-all elections. We can make our elections more competitive, and our government more representative, with ranked choice voting and proportional representation. Specifically, the Fair Representation Act – the leading effort to implement proportional representation for the U.S.
Is this your brand?
The exact fixes for FairVote
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for FairVote.
Source & Attribution
Scored by Engagemii on September 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dubiousdemocracy
Cite this score: Engagemii (2026). "AEO Score for FairVote." Retrieved from https://engagemii.com/aeo/brands/dubiousdemocracy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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