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AI Visibility Scorecard

OwnStack — AI Character Studio Starter Kit

OwnStack — AI Character Studio Starter Kit

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ownstackhq.com · Technology

Borderline visible. AI bots can crawl OwnStack — AI Character Studio Starter Kit, 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 5 times

Claude · Meta AI · Apple Intelligence

#1,300,727 of 2,655,512 in Technology for AI visibility

4.6

/10

AEO Score

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About OwnStack — AI Character Studio Starter Kit

from our crawl and measurement

"A production starter kit + written course to build and deploy a full-stack AI character-generation app on infrastructure you own: a 2-stage character-consistency engine, self-hosted." That is how OwnStack AI Character Studio Starter Kit introduces itself. When AI engines look at it, they find little to work with. It scores 4.6 out of 10.

Our crawl found structured data on the page (Product, FAQPage), an llms.txt file for AI models and a sitemap.

AI crawlers have visited 2 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

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

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 4.6/10, OwnStack — AI Character Studio Starter Kit is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for OwnStack — AI Character Studio Starter Kit: How-To

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 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/ownstackhq

Cite this score: Engagemii (2026). "AEO Score for OwnStack — AI Character Studio Starter Kit." Retrieved from https://engagemii.com/aeo/brands/ownstackhq

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

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