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AI Visibility Scorecard
SPF Labs
spflabs.com · Fashion & Apparel
At 3/10, SPF Labs is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#173,241 of 203,426 in Fashion & Apparel for AI visibility
3
/10
AEO Score
About SPF Labs
from our crawl and measurement
SPF Labs describes itself simply: "The portfolio of Sarah Ponn, Full-Stack Engineer & Product Designer. I design, build, and ship products end-to-end." When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 3/10, SPF Labs is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for SPF Labs
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The Fitting Room Question Your Website Can't Answer (Yet)
Fashion is the most personal purchase category on the internet. And yet most fashion brands treat their website like a lookbook - beautiful to scroll, impossible to actually talk to.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for SPF Labs.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/spflabs
Cite this score: Engagemii (2026). "AEO Score for SPF Labs." Retrieved from https://engagemii.com/aeo/brands/spflabs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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