#53,587 OF 734,920 IN E-COMMERCE
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AI Visibility Scorecard
Leftword Books
leftword.com · E-commerce
Somewhat visible. AI bots can read Leftword Books, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#53,587 of 734,920 in E-commerce for AI visibility
6
AEO Visibility
iVisible · 6/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
0
AI Adoption
iNone detected · 0/100
About Leftword Books
from our crawl and measurement
Leftword Books is a business whose own site puts it this way: "Publisher & bookshop reflecting views of the left in India and South Asia." When AI engines look at it, they find little to work with. It scores 3.7 out of 10.
Our crawl found structured data on the page (WebSite, WebPage, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once 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
Weak
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
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
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 6/10, Leftword Books has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Who Is Equal?
Hardcover Penguin Random House | 2024 Saurabh Kirpal ₹699.00 Add to cart View cart
Education Or Exclusion?
Paperback LeftWord Books | 2022 Dipsita Dhar • Nitheesh Narayanan ₹300.00 Add to cart View cart
Is this your brand?
The exact fixes for Leftword Books
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Leftword Books.
Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leftword
Cite this score: Engagemii (2026). "AEO Score for Leftword Books." Retrieved from https://engagemii.com/aeo/brands/leftword
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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