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AI Visibility Scorecard
Road 3 is now part of Pivotal Labs
road3.com · internet
At 3/10, Road 3 is now part of Pivotal 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 3 times
Apple Intelligence · Claude
#176,832 of 211,240 in Professional Services for AI visibility
3
/10
AEO Score
About Road 3 is now part of Pivotal Labs
from road3.com
Road 3 was founded in 2006 by Drew McManus, and provided product strategy and product management consulting services to a wide variety of clients from early-stage startups to global Fortune 100 companies.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
1
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
3
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
7
Inbound links from other sites.
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, Road 3 is now part of Pivotal Labs is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Road 3 is now part of Pivotal Labs
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on July 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/road3
Cite this score: Engagemii (2026). "AEO Score for Road 3 is now part of Pivotal Labs." Retrieved from https://engagemii.com/aeo/brands/road3
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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