AI Visibility Scorecard
Best Books for Government Contractors — Mike Lisagor
celerityworks.com · E-commerce
Somewhat visible. AI bots can read Best Books for Government Contractors — Mike Lisagor, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · Meta AI · Apple Intelligence
#135,750 of 738,283 in E-commerce for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
48
Muse Index Score
iAI agent readiness
Agent-ready · 48/100
0
AI Adoption
iNone detected · 0/100
About Best Books for Government Contractors — Mike Lisagor
from our crawl and measurement
Best Books for Government Contractors Mike Lisagor describes itself simply: "Three essential government contracting books by Mike Lisagor: how to win government contracts, manage a government project, and write a winning SBIR proposal." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite, Organization, WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
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
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 5.4/10, Best Books for Government Contractors — Mike Lisagor has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How to Develop a Winning SBIR Proposal?
w/Eric Adolphe — Published by GOVPROP.com60 pages of easy-to-understand guidance and examples for each section of a typical SBIR proposal, written by two recognized government acquisition experts.Paperback & Kindle on AmazonContact me at: LinkedIn.com/in/mikelisagorYouTubeLinkedInCopyright © 2026 Michael Lisagor & Celerity Works — All Rights Reserved.
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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/celerityworks
Cite this score: Engagemii (2026). "AEO Score for Best Books for Government Contractors — Mike Lisagor." Retrieved from https://engagemii.com/aeo/brands/celerityworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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