AI Visibility Scorecard
Mentionlink
mentionlink.com · Technology
Somewhat visible. AI bots can read Mentionlink, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI
#126,529 of 2,707,327 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.1/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
0
AI Adoption
iNone detected · 0/100
About Mentionlink
from our crawl and measurement
Mentionlink is a business whose own site puts it this way: "Mentionlink helps publishers automatically convert unlinked product mentions into affiliate links." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, WebApplication), an llms.txt file for AI models and a sitemap.
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
Strong
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
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 6.1/10, Mentionlink has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Which affiliate networks are compatible with Mentionlink?
Mentionlink currently supports the Amazon Associates and Walmart Affiliates networks. Future integrations are planned to be released soon.
Is Mentionlink customizable?
Yes. You can customize what kinds of products Mentionlink recommends.
Does Mentionlink impact SEO?
No. Mentionlink follows SEO best practices. Thus, all affiliate links will be marked as sponsored.
Does Mentionlink impact website performance?
No. Mentionlink loads asynchronously and runs after the page loads.
Is this your brand?
The exact fixes for Mentionlink
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mentionlink
Cite this score: Engagemii (2026). "AEO Score for Mentionlink." Retrieved from https://engagemii.com/aeo/brands/mentionlink
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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