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AI Visibility Scorecard

NestedText — Structured Data for Humans — NestedText 3.8 documentation

NestedText — Structured Data for Humans — NestedText 3.8 documentation

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nestedtext.org · Technology

Somewhat visible. AI bots can read NestedText — Structured Data for Humans — NestedText 3.8 documentation, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 5 times

Claude · Apple Intelligence · Meta AI

#87,005 of 2,650,813 in Technology for AI visibility

6.5

/10

AEO Score

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About NestedText — Structured Data for Humans — NestedText 3.8 documentation

from our crawl and measurement

NestedText Structured Data for Humans NestedText 3.8 documentation, based in Topeka, KS, describes itself simply: "NestedText is a file format for holding structured data." Its AI visibility score is 6.4 out of 10: the engines can find it, but they do not have much to hold on to.

Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.

AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic).

Industry · Technology
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

8

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Authority

4

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

7

Forum and community discussion.

Social Mentions

0

No social discussion found yet.

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 6.5/10, NestedText — Structured Data for Humans — NestedText 3.8 documentation has a working base to build on - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for NestedText — Structured Data for Humans — NestedText 3.8 documentation: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/nestedtext-org

Cite this score: Engagemii (2026). "AEO Score for NestedText — Structured Data for Humans — NestedText 3.8 documentation." Retrieved from https://engagemii.com/aeo/brands/nestedtext-org

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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