▲ 0.1 since Jun 2026
#311,569 OF 936,248 IN EDUCATION
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AI Visibility Scorecard
Bit By Bit: Social Research in the Digital Age
bitbybitbook.com · Education
Somewhat visible. AI bots can read Bit By Bit: Social Research in the Digital Age, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Apple Intelligence
#311,569 of 936,248 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
2
AI Adoption
iBasic · 2/100
About Bit By Bit: Social Research in the Digital Age
from our crawl and measurement
Bit By Bit: Social Research in the Digital Age describes itself simply: "Bit by Bit: Social Research in the Digital Age by Matthew J Salganik. This book is for social scientists who want to do more data science, and data scientists who want to do more social." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 5.1/10, Bit By Bit: Social Research in the Digital Age has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Bit By Bit: Social Research in the Digital Age
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bitbybitbook
Cite this score: Engagemii (2026). "AEO Score for Bit By Bit: Social Research in the Digital Age." Retrieved from https://engagemii.com/aeo/brands/bitbybitbook
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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