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AI Visibility Scorecard
Brad Siefert / Product Designer & Design Technologist
bradsiefert.com · Media & Entertainment
Borderline visible. AI bots can crawl Brad Siefert / Product Designer & Design Technologist, 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 2 times
Claude
#1,146,972 of 1,898,308 in Media & Entertainment for AI visibility
4.3
/10
AEO Score
About Brad Siefert / Product Designer & Design Technologist
from our crawl and measurement
"Design portfolio and personal blog of Chicago-based Design Technologist and photographer, Brad Siefert." That is how Brad Siefert / Product Designer & Design Technologist introduces itself. When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
On the page it is passable on a workable page structure. What holds it back is a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.
Off the page, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 120 words.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.3/10, Brad Siefert / Product Designer & Design Technologist is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Brad Siefert / Product Designer & Design Technologist
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bradsiefert
Cite this score: Engagemii (2026). "AEO Score for Brad Siefert / Product Designer & Design Technologist." Retrieved from https://engagemii.com/aeo/brands/bradsiefert
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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