AI Visibility Scorecard
449 Ventures
449ventures.com · Professional Services
Borderline visible. AI bots can crawl 449 Ventures, 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 1 times
Claude
#476,839 of 528,814 in Professional Services for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Professional Services average 8
Top 79% of Professional Services
See what's behind this score →4
AEO Visibility
iNear-invisible · 3.5/10
Professional Services average 4.0
See what's behind this score →-
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Professional Services average 18
See what's behind this score →0
0
About 449 Ventures
from our crawl and measurement
449 Ventures is a business whose own site puts it this way: "449 Ventures is an early-stage venture fund investing where physical and digital spaces of creation and community converge. Founded by Evan Luzzatto." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found a readable heading structure. It 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).
- Company ·
- 449 Ventures
- Website ·
- 449ventures.com
- Industry ·
- Professional Services
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 3, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 3.5/10, 449 Ventures is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 449 Ventures
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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 October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/449ventures
Cite this score: Engagemii (2026). "AEO Score for 449 Ventures." Retrieved from https://engagemii.com/aeo/brands/449ventures
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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