AI visibility score
3.1/ 10Weak
As of 2026-11-07 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Cloudidr LLM Ops — Save 75

Cloudidr LLM Ops — Save 75

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cloudidr.com · Technology

At 3.1/10, Cloudidr LLM Ops — Save 75 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, Entity Presence and News Mentions. That is fixable, and the signals below show where to start.

AI engines read this profile 9 times

Meta AI · Claude · Apple Intelligence · Parallel

44

AI Naming Predictability

i

Rarely named · 44/100

Technology average 28

Top 20% of Technology

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3.1

AEO Visibility

i

Near-invisible · 3.1/10

Technology average 4.4

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.

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50

Muse Index Score

i

AI agent readiness

Agent-ready · 50/100

Technology average 17

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4

AI Adoption

i

Basic · 4/100

Technology average 2

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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, though, it is barely visible: it scores 3.1 out of 10.

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 read this profile 9 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and Applebot (Siri).

Company ·
Cloudidr LLM Ops — Save 75
Website ·
cloudidr.com
Industry ·
Technology
Location ·
San Jose, CA
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Nov 7, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Strong

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Strong

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

Good

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

Good

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

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 read your site and name it in answers. At 3.1/10, Cloudidr LLM Ops — Save 75 is near-invisible to AI engines today. That is 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.

Is this your brand?

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Picked for Cloudidr LLM Ops — Save 75: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Source & Attribution

Scored by Engagemii on November 7, 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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