AI Visibility Scorecard
fellowship.rootsofprogress.org · Media & Entertainment
Borderline visible. AI bots can crawl 2026 Fellowship – Roots of Progress 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
#55,160 of 1,966,301 in Media & Entertainment for AI visibility
8
5
AEO Visibility
iBorderline · 4.7/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"The Roots of Progress Fellowship empowers intellectual entrepreneurs for progress. Through this program you will improve your writing, increase your productivity, get plugged into the." That is how 2026 Fellowship Roots of Progress Institute introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 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
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Strong
Forum and community discussion.
Social Mentions
Good
Social discussion and mentions.
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 4.7/10, 2026 Fellowship – Roots of Progress Institute is crawlable but under-signaled - fixable, and the signals above are where to start.
Who is the program for?
The ideal candidate is someone who has made, or is exploring making, a career out of writing on progress studies topics, such as those outlined here. The program is great both for those just starting a blog, and for established writers who want to get more involved in the progress community.
Is this an online or in-person program?
Both! The 11-week online writing intensive is online, with live talks, deep dives, expert conversations, networking within the peer group, and more. We also have a long-weekend in-person retreat about halfway through the program.
What is the time commitment? Can I do this part-time?
The program is structured so it can fit into your life even with other commitments, like family or a full-time job, and independent of the time zone you’re in. You’ll need a minimum of ~10 hours per week, with ideally more time especially toward the end of the program when you’ll be completing your longer, more deeply researched essay. Live sessions: 3-5 hours per week.
How much knowledge of progress studies do I need to have?
Enough to be clear that you are aligned with the basic ideas, and that you are excited about exploring a writing career in the field.
What is involved in applying to and joining the themed tracks on security & resilience or human talent and potential?
In your application, you’ll have a chance to indicate whether you’re applying for the general cohort or specifically for the security & resilience or human talent & potential tracks. For each of these tracks, we’re looking for people who both have a passion for the topic and who contribute a unique perspective.
Is this your brand?
The exact fixes for 2026 Fellowship – Roots of Progress Institute
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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 October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fellowship-rootsofprogress-org
Cite this score: Engagemii (2026). "AEO Score for 2026 Fellowship – Roots of Progress Institute." Retrieved from https://engagemii.com/aeo/brands/fellowship-rootsofprogress-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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