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AI Visibility Scorecard
Estimates are BS - The Path to Evidence Based Planning
estimatesarebs.com · Technology
Somewhat visible. AI bots can read Estimates are BS - The Path to Evidence Based Planning, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Meta AI
#265,040 of 2,637,789 in Technology for AI visibility
5.9
/10
AEO Score
About Estimates are BS - The Path to Evidence Based Planning
from our crawl and measurement
Estimates are BS is a business whose own site puts it this way: "Stop Sprinting Estimates are BSExplore Our Blog Our ExpertiseEvidence Based PlanningView All Offerings 01 Scrum is BS Get expert guidance in implementing genuinely Agile methodologies to." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on some structured data, a workable page structure and a partly stated business identity. What holds it back is sitemaps and entity links AI can follow and credibility markers like credentials or reviews.
Away from its own site, other sites link to it and it comes up on Reddit. Beyond that, 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 and nobody is discussing it where AI engines look. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
6
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
6
Social discussion and mentions.
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 5.9/10, Estimates are BS - The Path to Evidence Based Planning has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Estimates are BS - The Path to Evidence Based Planning
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/estimatesarebs
Cite this score: Engagemii (2026). "AEO Score for Estimates are BS - The Path to Evidence Based Planning." Retrieved from https://engagemii.com/aeo/brands/estimatesarebs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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