AI Visibility Scorecard
CloudPouch
cloudpouch.dev · Technology
Somewhat visible. AI bots can read CloudPouch, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · Meta AI · Apple Intelligence
#16,315 of 2,705,025 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.8/10
90
Muse Index Score
iAI agent readiness
Transactable · 90/100
4
AI Adoption
iBasic · 4/100
About CloudPouch
from our crawl and measurement
CloudPouch is a business whose own site puts it this way: "CloudPouch is a desktop AWS cost optimization (FinOps) tool. It analyzes your AWS accounts locally, shows where the money goes, and gives actionable savings recommendations." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (SoftwareApplication, Person, VideoObject), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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
Fair
Forum and community discussion.
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 6.8/10, CloudPouch has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Which privileges are required to use this application?
Most importantly, your IAM user must be authorized to perform ce:GetCostAndUsage action.For Cost Insights other read-only privileges are also necessary, please see the AWS permissions reference in our documentation.
Is CloudPouch going to incur extra costs on my AWS bill?
Yes. CloudPouch uses AWS CostExplorer API to load or refresh charts and tables. AWS charges $0.01 per request. To display costs on a single screen (particular AWS account + time period) CloudPouch needs data fetched by 2 requests.
How does it work? Is it secure?
CloudPouch uses the AWS SDK to connect to your AWS Account(s) and fetch cost data. There is nothing in the middle. AWS Credentials are taken from your ~/.aws/profiles & ~/.aws/config files. In principle it works similarly to an AWS CLI command executed against the Cost Explorer API (aws ce get-cost-and-usage). We are not sharing or storing your data anywhere. See next point.
Does CloudPouch store my cost data anywhere?
Your billing data is stored on your computer only. Since AWS Cost Explorer API incurs costs, once fetched data is stored and reused in order to save you from additional costs.
I haven't received my license key, what to do?
Check your SPAM folder. License key is sent from [email protected] email address. If that doesn't help write an e-mail to us at [email protected]
Is this your brand?
The exact fixes for CloudPouch
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cloudpouch-dev
Cite this score: Engagemii (2026). "AEO Score for CloudPouch." Retrieved from https://engagemii.com/aeo/brands/cloudpouch-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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