AI Visibility Scorecard
Returnuary
returnuary.com · Technology
Borderline visible. AI bots can crawl Returnuary, 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 2 times
Claude
#1,299,541 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Returnuary
from our crawl and measurement
Returnuary is a business whose own site puts it this way: "Returnuary is the season when refunds shape loyalty, retention, and revenue. Learn how merchants turn refunds into a growth advantage." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
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
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 4/10, Returnuary is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Where Is My Refund? Understanding When, Where & How U.S. Consumers Want Their Money Back?
Download ReportWhat is Returnuary?Returnuary refers to the weeks following peak retail periods - especially after the holidays - when return volumes spike and refund expectations intensify.During this time:Customers closely track refund timingSupport volumes increaseBrand trust is testedLoyalty is either reinforced or lostRefunds are no longer a back-office function.
Is this your brand?
The exact fixes for Returnuary
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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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/returnuary
Cite this score: Engagemii (2026). "AEO Score for Returnuary." Retrieved from https://engagemii.com/aeo/brands/returnuary
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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