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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 2 times
Claude
#148,058 of 2,711,877 in Technology for AI visibility
6.3
/10
AEO Score
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 6.3 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). The business dates to 2022.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
1
Forum and community discussion.
0
No Reddit mentions 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 6.3/10, 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
Weekly ChatGPT & Claude citation tracking
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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/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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