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AI Visibility Scorecard
withoutBG
withoutbg.com · Technology
Somewhat visible. AI bots can read withoutBG, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Apple Intelligence · Meta AI · Claude
#71,183 of 2,658,247 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.6/10
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." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
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
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
4
Forum and community discussion.
Social Mentions
1
Social discussion and mentions.
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 6.6/10, withoutBG has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for withoutBG
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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 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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