AI visibility score
4.7/ 10Fair

#55,160 of 1,966,301 in Media & Entertainment

As of 2026-10-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

2026 Fellowship – Roots of Progress Institute

2026 Fellowship – Roots of Progress Institute

Unclaimed

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

AI Naming Predictability

i

Rarely named · 8/100

Top 4% of Media & Entertainment

5

AEO Visibility

i

Borderline · 4.7/10

0

Muse Index Score

i

AI agent readiness

Basic · 0/100

0

AI Adoption

i

None detected · 0/100

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About 2026 Fellowship – Roots of Progress Institute

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.

Industry · Media & Entertainment
Last scored · Oct 2, 2026

The 6 signals AI reads

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.

Off-page authority

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.

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 4.7/10, 2026 Fellowship – Roots of Progress Institute is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

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.

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Source & Attribution

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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