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AI Visibility Scorecard
Murphy's Ledger
murphysledger.com · Home & Living
At 1.4/10, Murphy's Ledger is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#803,545 of 806,079 in Home & Living for AI visibility
1.4
/10
AEO Score
About Murphy's Ledger
from our crawl and measurement
Murphy's Ledger is a business whose own site puts it this way: "Never be caught off guard by appliance failures or car repairs. Murphy's Ledger calculates exactly how much to save each month so the money is ready when systems wear out." As far as answer engines are concerned it may as well not exist yet: 1.4 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 1.4/10, Murphy's Ledger is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Murphy's Ledger
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Buying a Sofa Online Is Terrifying. Here's How AI Is Fixing That.
Buying furniture online requires a leap of faith that most people aren't prepared to make.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Murphy's Ledger.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/murphysledger
Cite this score: Engagemii (2026). "AEO Score for Murphy's Ledger." Retrieved from https://engagemii.com/aeo/brands/murphysledger
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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