AI Visibility Scorecard
403bwise :: The K-12 403(b) is broken. Together we can fix it
403bwise.org · Nonprofits
Somewhat visible. AI bots can read 403bwise :: The K-12 403(b) is broken. Together we can fix it, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 14 times
Meta AI · Claude · Apple Intelligence · ShapBot
#4,742 of 827,220 in Nonprofits for AI visibility
72
5
AEO Visibility
iBorderline · 5.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About 403bwise :: The K-12 403(b) is broken. Together we can fix it
from our crawl and measurement
403bwise.org is a business whose own site puts it this way: "403bwise.org is the essential guide to 403(b) education, advocacy, and community for all participants of 403(b) retirement savings plans." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 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
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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
Good
Social discussion and mentions.
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 5.4/10, 403bwise :: The K-12 403(b) is broken. Together we can fix it has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Stuck in a bad 403(b)?
What you can do. The Basics Listen to the latest “Teach and Retire Rich” podcast. Watch the “403(b) Fee Monster” video. Videos Events August 12th Live Event Bring your 403(b), 457(b) and saving for retirement questions to this free one-hour Q&A event.
Is this your brand?
The exact fixes for 403bwise :: The K-12 403(b) is broken. Together we can fix it
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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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/403bwise-org
Cite this score: Engagemii (2026). "AEO Score for 403bwise :: The K-12 403(b) is broken. Together we can fix it." Retrieved from https://engagemii.com/aeo/brands/403bwise-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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