AI Visibility Scorecard
Forward With Phoebe
forwardwithphoebe.com · Education
At 2.39/10, Forward With Phoebe is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and Reference Presence. That is fixable, and the signals below show where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
<1
2.39
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Education average 13
See what's behind this score →0
About Forward With Phoebe
from our crawl and measurement
"Phoebe VanScoy-Giessler is a Democratic candidate for the New Hampshire House of Representatives, Carroll County District 6 (Tuftonboro and Wolfeboro), in the 2026 election." That is how Forward With Phoebe of Tuftonboro, NH introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.39 out of 10.
Our crawl found structured data on the page (Person, LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
- Company ·
- Forward With Phoebe
- Website ·
- forwardwithphoebe.com
- Industry ·
- Education
- Location ·
- Tuftonboro, NH
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.39/10, Forward With Phoebe is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
How should voters choose their candidate?
It all depends on where they want to see their communities go. My favorite election analogy equates it to taking a public bus.
Is this your brand?
The exact fixes for Forward With Phoebe
Which AI engines already crawl you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/forwardwithphoebe
Cite this score: Engagemii (2026). "AEO Score for Forward With Phoebe." Retrieved from https://engagemii.com/aeo/brands/forwardwithphoebe
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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