AI Visibility Scorecard
ingramsparksdistribution.com · Media & Entertainment
Borderline visible. AI bots can crawl ingramsparksdistribution.com, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 4 times
Meta AI · Claude · ChatGPT
#860,432 of 1,966,320 in Media & Entertainment for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Media & Entertainment average 17
Top 79% of Media & Entertainment
See what's behind this score →4
-
Network Authority
iNot connected yet
Media & Entertainment average 0.0
0 relationships · Media & Entertainment average 3
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Media & Entertainment average 15
See what's behind this score →0
from our crawl and measurement
IngramSpark Distribution works in Media & Entertainment, based in Mesquite, TX. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Weak
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
Fair
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.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, ingramsparksdistribution.com is crawlable but under-signaled - fixable, and the signals above are where to start.
How long does the publishing process take?
The publishing process duration varies and depends on factors like editing, formatting, and book cover design, typically taking 2 weeks to a couple of months. It depends on what phase you are in your Book Publishing journey with us.
Do I retain rights to my e-book?
Yes. Authors retain ownership of their work unless an explicit rights agreement is signed. We encourage you to always review agreements carefully.
When should I start the publishing process?
Start when your manuscript is at a stage you feel comfortable publishing — typically after proofreading/line edits and an approved cover design. If you need help earlier, we can guide you through the editorial steps.
Do I share my Royalties and Ownership with the publisher or anyone else?
Royalties and ownership depend on the agreement you sign. Self-publishing options typically allow you to retain ownership while sharing distribution-related fees/commissions. Check contract details before proceeding.
What is an ISBN, and whether I need one or not?
An ISBN is a unique identifier used by bookstores and libraries. Some platforms require it; some provide an imprint ISBN. Consider your distribution goals when deciding whether to purchase your own ISBNs.
Is this your brand?
The exact fixes for ingramsparksdistribution.com
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on August 20, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ingramsparksdistribution
Cite this score: Engagemii (2026). "AEO Score for ingramsparksdistribution.com." Retrieved from https://engagemii.com/aeo/brands/ingramsparksdistribution
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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