AI Visibility Scorecard
CostToKeep
costtokeep.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl CostToKeep, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#114,392 of 267,381 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About CostToKeep
from our crawl and measurement
Know What It Really Costs to Keep is a business whose own site puts it this way: "CostToKeep helps consumers understand repair costs, expected lifespan, ownership expenses, and replacement economics for appliances." When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
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
Fair
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4.8/10, CostToKeep is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What Does It Really Cost to Keep?
The purchase price is only one part of appliance ownership. CostToKeep helps you examine the expenses that can accumulate during the useful life of a product. Purchase Price + Energy + Maintenance + Expected Repairs − Estimated Remaining Value = Estimated Cost to Keep Actual ownership costs vary by appliance, usage, energy prices, repair history, location, and product condition.
Is this your brand?
The exact fixes for CostToKeep
Which AI engines already crawl you
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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 September 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/costtokeep
Cite this score: Engagemii (2026). "AEO Score for CostToKeep." Retrieved from https://engagemii.com/aeo/brands/costtokeep
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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