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AI Visibility Scorecard
emptygif.com · Other
Borderline visible. AI bots can crawl Empty GIF: the 43-byte transparent pixel, byte by byte, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
5
AEO Visibility
iBorderline · 4.7/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
8
AI Adoption
iBasic · 8/100
from our crawl and measurement
Empty GIF: the 43-byte transparent pixel, byte by byte is a business whose own site puts it this way: "The smallest transparent GIF explained byte by byte. Copy it as base64 or a data URI, generate a transparent GIF of any size, hotlink it, or serve it from 100+ languages and frameworks." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (FAQPage), an llms.txt file for AI models and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Fair
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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.
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, Empty GIF: the 43-byte transparent pixel, byte by byte is crawlable but under-signaled - fixable, and the signals above are where to start.
Can it be smaller?
Yes, if you drop parts that decoders tolerate losing. We fed each variant to three browser engines and to Pillow and recorded what they drew. SizeVariantChromiumFirefoxWebKitPillow43The standard file on this page.TransparentTransparentTransparentTransparent42No trailer byte. Decoders stop at the end of the data anyway.TransparentTransparentTransparentTransparent37No palette at all.
Is this your brand?
The exact fixes for Empty GIF: the 43-byte transparent pixel, byte by byte
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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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Scored by Engagemii on September 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/emptygif
Cite this score: Engagemii (2026). "AEO Score for Empty GIF: the 43-byte transparent pixel, byte by byte." Retrieved from https://engagemii.com/aeo/brands/emptygif
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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