AI Visibility Scorecard
CloudPouch
cloudpouch.dev · Technology
At 3.74/10, CloudPouch is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Domain Trust, News Mentions and Reddit. That is fixable, and the signals below show where to start.
AI engines read this profile 12 times
Claude · Meta AI · Parallel · Perplexity
Top 10% in Technology for AI visibility
67
AI Naming Predictability
iNamed occasionally · 67/100
Technology average 28
Top 6% of Technology
See what's behind this score →3.74
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →80
Muse Index Score
iAI agent readiness
Transactable · 80/100
Technology average 17
See what's behind this score →4
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, though, it is barely visible: it scores 3.74 out of 10.
Our crawl found structured data on the page (SoftwareApplication, Person, VideoObject), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 12 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
- Company ·
- CloudPouch
- Website ·
- cloudpouch.dev
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 3.74/10, CloudPouch is near-invisible to AI engines today. That is 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]
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for CloudPouch.
Source & Attribution
Scored by Engagemii on November 9, 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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