AI Visibility Scorecard
Stable Diffusion API
stablediffusionapi.com · Technology
Somewhat visible. AI bots can read Stable Diffusion API, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · Meta AI
#226,639 of 2,707,329 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
4
AI Adoption
iBasic · 4/100
About Stable Diffusion API
from our crawl and measurement
Stable Diffusion API describes itself simply: "Generate images at scale with Stable Diffusion, ControlNet, LoRA, and 1,000+ community models. REST API with 30s setup. Now part of ModelsLab." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
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
Weak
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 5.8/10, Stable Diffusion API has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Stable Diffusion API?
Stable Diffusion API is a REST API for generating images using Stable Diffusion and 1,000+ community models. It handles the GPU infrastructure so you can focus on building.
Is Stable Diffusion API free?
Yes — the free tier includes 20 image generations. Paid plans start at $8/month with unlimited access to all public models. Pricing is on modelslab.com.
How do I get a Stable Diffusion API key?
Sign up at modelslab.com (Stable Diffusion API is part of ModelsLab). Your API key is in the dashboard under API Settings.
Can I use Stable Diffusion API commercially?
Yes — you retain full copyright on images you generate via the API and can use them commercially.
What models can I use?
Stable Diffusion 1.5, SDXL, Flux, ControlNet, LoRA fine-tunes, anime/photorealistic specialty models, and 1,000+ community uploads. You can also upload your own.
Is this your brand?
The exact fixes for Stable Diffusion API
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Stable Diffusion API.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stablediffusionapi
Cite this score: Engagemii (2026). "AEO Score for Stable Diffusion API." Retrieved from https://engagemii.com/aeo/brands/stablediffusionapi
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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