AI Visibility Scorecard
withoutBG
withoutbg.com · Technology
Borderline visible. AI bots can crawl withoutBG, 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 7 times
Apple Intelligence · Claude · Meta AI · Amazon Alexa
#566,360 of 2,705,505 in Technology for AI visibility
12
5
AEO Visibility
iBorderline · 4.7/10
90
Muse Index Score
iAI agent readiness
Transactable · 90/100
6
AI Adoption
iBasic · 6/100
About withoutBG
from our crawl and measurement
withoutBG describes itself simply: "Open-weights background removal and alpha matting model (ONNX / Core ML). Depth, segmentation, matting, and refinement run in one graph. Built with DINOv3." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Under the hood there is structured data on the page (Organization, SoftwareSourceCode, WebSite) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
Our monitoring has logged 3 AI crawler visits here: the engines come, the question is what they find.
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
Fair
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
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
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 4.7/10, withoutBG is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to run withoutBG?
Pick the managed Pro API or self-host the open-weight model on your stack.Pro Model (Cloud API)Pro modelManaged REST API · Frankfurt, DE · p95 ≈ 1.95 s · AWS InferentiaSend an image, get back a PNG with the background removed or an alpha matte. New accounts receive 50 free credits.Frankfurt, DE (EU). TLS encryption in transit.RAM-only processing. Images discarded after the response.
Is this your brand?
The exact fixes for withoutBG
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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 withoutBG.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/withoutbg
Cite this score: Engagemii (2026). "AEO Score for withoutBG." Retrieved from https://engagemii.com/aeo/brands/withoutbg
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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