AI Visibility Scorecard
giveitbackmt.com · Government & Public Sector
Borderline visible. AI bots can crawl Frontier Institute, 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.
AI engines read this profile 1 times
Claude
#62,429 of 123,831 in Government & Public Sector for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
35
AI Adoption
iActive · 35/100
from our crawl and measurement
Taxpayer Protection Now describes itself simply: "We are calling for real taxpayer protections adopted at every level of Montana government: state, school, and local governments." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 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.
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.
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.
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 4.5/10, Frontier Institute is crawlable but under-signaled - fixable, and the signals above are where to start.
How do you want this to be achieved?
We aren’t proposing any specific amendment or legislation at this time. We are building this movement to support taxpayer protections in any form Montana can adopt them. Constitutional is most durable, but voluntary local commitments and statutory caps matter too. The principle is the same regardless of vehicle used to achieve it.
Why cap at inflation?
Montana family budgets respond to inflation cost pressures. Capping government budgets at inflation keeps government growth in line with Montana families’ ability to pay for it through wages and economic growth.Most government costs also don’t scale with population, so inflation is an even better benchmark for conservative growth than adding population into the cap.Schools costs aren’t necessarily driven by.
but I thought local government budgets were already capped at half the rate of inflation?
County and city budget growth has been restricted to the average rate of inflation over a 3-year period, but that law only applies to property taxes. In our research on government budget growth, we measure all own-source revenues. Our 2026 Real Government Budgets report explains the differences and lays out our full methodology.
You say budgets grew, but aren't you actually measuring revenue?
The 2026 Real Government Budgets Report measures actual own-source revenue — what taxpayers are directly sending to government.Actual collections are the direct result of real government policy choices made: setting tax rates and bases, imposing fees, adjusting assessments, and enforcing collection.Measuring only formal appropriations understates the real growth in government size and taxpayer burden by ignoring.
What About Emergencies?
The caps would limit overall revenue growth at inflation, but they would not restrict emergency spending authority. Governments could still respond to natural disasters, recessions, or other crises when needed.Just like they do today, governments would be able to responsibly save during good years within the cap and make emergency appropriations when real crises hit.
Is this your brand?
The exact fixes for Frontier Institute
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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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Scored by Engagemii on August 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/giveitbackmt
Cite this score: Engagemii (2026). "AEO Score for Frontier Institute." Retrieved from https://engagemii.com/aeo/brands/giveitbackmt
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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