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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. Two-thirds of websites are invisible to them. Road 3 is now part of Pivotal Labs just got measured.
3/10 means Road 3 is now part of Pivotal Labs is currently invisible to AI search. Most AI assistants will not cite your brand when asked about your category. Claiming and applying the fixes below is the fastest way to change that.
About Road 3 is now part of Pivotal Labs
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.
Details
AI Visibility Breakdown
1
Structured Data
2
Content Structure
4
Entity Clarity
4
E-E-A-T Signals
5
Technical AEO
3
AI Discoverability
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Claim free. You'll see:
Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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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 June 24, 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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