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448 Labs
AEO Score: 5/10
Monitoring for AI engine activity
In the Engagemii AEO index
#957,560 of 3,781,465 in Technology for AI visibility
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. Two-thirds of websites are invisible to them. 448 Labs just got measured.
5/10 means 448 Labs is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About 448 Labs
448 Labs builds software for blood and plasma centers. Vortex for donor operations, Pulse for queue and donor experience. Unified platforms with clean data.
Key Topics
Details
AI Visibility Breakdown
3
Structured Data
8
Content Structure
5
Entity Clarity
2
E-E-A-T Signals
6
Technical AEO
6
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Source & Attribution
Scored by Engagemii on July 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/team448
Cite this score: Engagemii (2026). "AEO Score for 448 Labs." Retrieved from https://engagemii.com/aeo/brands/team448
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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