AI VISIBILITY SCOREAS OF 2026-08-01 · ENGAGEMII INDEX
6.5/ 10

#87,452 OF 2,693,567 IN TECHNOLOGY

SCORE HISTORY BEGINS 2026-08-01

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Cloudidr LLM Ops — Save 75

Cloudidr LLM Ops — Save 75

Unclaimed

cloudidr.com · Technology

Somewhat visible. AI bots can read Cloudidr LLM Ops — Save 75, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 5 times

Apple Intelligence · Meta AI · Claude

#87,452 of 2,693,567 in Technology for AI visibility

7

AEO Visibility

i

Visible · 6.5/10

60

Muse Index Score

i

AI agent readiness

Agent-ready · 60/100

4

AI Adoption

i

Basic · 4/100

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About Cloudidr LLM Ops — Save 75

from our crawl and measurement

Cloudidr LLM Ops Save 75, based in San Jose, CA, describes itself simply: "AI FinOps platform that cuts LLM API costs by up to 90% through intelligent model routing across OpenAI, Anthropic, Google Gemini, and AWS Bedrock." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (Organization, FAQPage), a sitemap and a readable heading structure. It is missing an llms.txt file.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).

Industry · Technology
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

9

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

9

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

7

Inbound links from other sites.

Domain Authority

3

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

2

Forum and community discussion.

Social Mentions

0

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 6.5/10, Cloudidr LLM Ops — Save 75 has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

How does LLM cost tracking work?

Add a tracking header to your existing API calls. Cloudidr proxies requests, logs token usage and cost, and returns the unchanged response. Your API key passes through directly — never stored.

Do you store my API keys?

No. Your API key is passed directly to the provider via HTTPS and discarded immediately. We only track token counts, model names, and costs — never your keys or content.

Do you see my prompts or responses?

No. We only log metadata: model name, token counts, timestamps, and costs. Your prompt and response content never touches our database.

Does this add latency?

Minimal — typically 10–50ms overhead for logging. Intelligent routing decisions are made in-flight with negligible additional delay.

Can I stop using Cloudidr anytime?

Yes. Remove the base_url and tracking header from your code and your app works exactly the same pointing directly at your LLM provider. No lock-in.

What providers do you support?

OpenAI (GPT models), Anthropic (Claude), Google Gemini, and AWS Bedrock — 108 models across all major providers.

How much does Cloudidr cost?

Free starter plan available. Paid plans charge 20% of verified savings — only after you see them. First charge when accumulated savings exceed $5.

How can I verify you don't store my API key?

Test with a limited API key, make requests, then revoke it. Try another request — it will fail immediately, proving we don't cache keys.

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Picked for Cloudidr LLM Ops — Save 75: AEO & AI Search

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 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/cloudidr

Cite this score: Engagemii (2026). "AEO Score for Cloudidr LLM Ops — Save 75." Retrieved from https://engagemii.com/aeo/brands/cloudidr

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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