AI Visibility Scorecard
CostFinch
costfinch.com · Other
Borderline visible. AI bots can crawl CostFinch, 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
5
AEO Visibility
iBorderline · 4.8/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
0
AI Adoption
iNone detected · 0/100
About CostFinch
from our crawl and measurement
AWS Database Cost Audit independent, read-only, evidence-backed describes itself simply: "Independent AWS database cost audits. Read-only access, evidence-backed findings, flat fees. Covers RDS, Aurora, DynamoDB, ElastiCache, Redshift, OpenSearch, DocumentDB, Neptune, MemoryDB." 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 (ProfessionalService, WebSite, Service), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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, CostFinch is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is probably sitting in your estate?
Four questions, no email, nothing leaves your browser. You get a range for each of the six focus areas above, and the exact reason each one applies to an estate shaped like yours. It is a model, not a measurement — and the page says so, loudly, because that distinction is the entire point of this practice.
Is this your brand?
The exact fixes for CostFinch
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 CostFinch.
Source & Attribution
Scored by Engagemii on September 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/costfinch
Cite this score: Engagemii (2026). "AEO Score for CostFinch." Retrieved from https://engagemii.com/aeo/brands/costfinch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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