AI Visibility Scorecard
Sumpeek
sumpeek.com · Technology
Somewhat visible. AI bots can read Sumpeek, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI
#846,356 of 2,707,397 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
60
Muse Index Score
iAI agent readiness
Transactable · 60/100
8
AI Adoption
iBasic · 8/100
About Sumpeek
from our crawl and measurement
"Sumpeek helps you filter news before opening articles by showing a quick summary on hover." That is how Sumpeek of Covina, CA introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (SoftwareApplication, WebSite), 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) and Meta AI.
The 6 signals AI reads
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
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
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.
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, Sumpeek has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Besoin d’aide ?
Avant de nous écrire, consultez notre FAQ. Vous y trouverez des réponses claires aux questions les plus courantes, en quelques secondes. Si votre question reste sans réponse, nous serons ravis de vous lire. Consulter la FAQ Contacter Sumpeek
Is this your brand?
The exact fixes for Sumpeek
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 Sumpeek.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sumpeek
Cite this score: Engagemii (2026). "AEO Score for Sumpeek." Retrieved from https://engagemii.com/aeo/brands/sumpeek
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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