AI Visibility Scorecard
Toby Silverman
tobysilverman.com · Media & Entertainment
Borderline visible. AI bots can crawl Toby Silverman, 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 6 times
Claude · Apple Intelligence · Meta AI · ShapBot
#239,788 of 1,966,320 in Media & Entertainment for AI visibility
15
AI Naming Predictability
iRarely named · 15/100
Media & Entertainment average 17
Top 34% of Media & Entertainment
See what's behind this score →4
-
Network Authority
iNot connected yet
Media & Entertainment average 0.0
0 relationships · Media & Entertainment average 3
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Media & Entertainment average 15
See what's behind this score →0
About Toby Silverman
from our crawl and measurement
"<p>View the photographs of Toby Silverman, a photojournalist and <a target=_blank href=http://design.tobysilverman.com>product designer</a> based in San Francisco.</p>." That is how Toby Silverman introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Toby Silverman
- Website ·
- tobysilverman.com
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 9, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Strong
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.2/10, Toby Silverman is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Toby Silverman
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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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/tobysilverman
Cite this score: Engagemii (2026). "AEO Score for Toby Silverman." Retrieved from https://engagemii.com/aeo/brands/tobysilverman
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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