AI Visibility Scorecard
Build A Better Company Roadmap
mapmind.co · Professional Services
At 1.6/10, Build A Better Company Roadmap 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
Claude · Apple Intelligence
#469,134 of 527,417 in Professional Services for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 36% of Professional Services companies
2
AEO Visibility
iNear-invisible · 1.6/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Build A Better Company Roadmap
from our crawl and measurement
Build A Better Company Roadmap is a business whose own site puts it this way: "A proven integrated process to help you build a successful annual business plan with a clear strategy, roadmap, and financial model." As far as answer engines are concerned it may as well not exist yet: 1.6 out of 10.
On its own pages the site does well on a clear heading structure. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, 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.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Weak
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 1.6/10, Build A Better Company Roadmap is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How do I know if this is for me?
As your company has grown, your roadmap has become harder to build and execute.You struggle to connect your roadmap to your business goalsYou’re not sure what bets to placeYou find fundraising challengingYou’re stuck in the weeds
How To Get Started?
There are two ways I can help you2-Day Planning OnsiteI'll run an integrated process to help you build a successful annual business plan with a clear strategy, roadmap, and financial model.1-on-1 Executive CoachingI’ll help you sharpen your growth strategy, avoid costly missteps, and accelerate your vision with ambitious teams.Book a CallAbout Me
Is this your brand?
The exact fixes for Build A Better Company Roadmap
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Build A Better Company Roadmap.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mapmind-co
Cite this score: Engagemii (2026). "AEO Score for Build A Better Company Roadmap." Retrieved from https://engagemii.com/aeo/brands/mapmind-co
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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