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AI Visibility Scorecard

Orquesta

Orquesta

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orquesta.live · Technology

Somewhat visible. AI bots can read Orquesta, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 4 times

ChatGPT · Claude · Meta AI

#600,120 of 2,650,057 in Technology for AI visibility

5.3

/10

AEO Score

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About Orquesta

from our crawl and measurement

Orquesta describes itself simply: "PromptOps and Prompt to Production platform, orchestrate AI agents for collaborative software development." Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.

Our crawl found structured data on the page (Organization, SoftwareApplication, FAQPage), an llms.txt file for AI models and a sitemap.

AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).

Industry · Technology
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

8

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

6

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

7

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

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

0

No community discussion yet.

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 5.3/10, Orquesta has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

How does Orquesta work?

You connect your development tools (GitHub, Vercel, etc.) once, then your team writes prompts describing features they want to build. Our AI agent runs on your machine, reads your codebase, writes code, creates PRs, and deploys - all while you watch in real-time.

What AI models do you support?

We always support the latest Claude and GPT models, plus local models via Ollama or vLLM. With Orquesta CLI, you can configure multiple LLM endpoints and sync them across your team from the dashboard.

Is my code secure?

Yes. The AI agent runs on YOUR machine, not ours. Your code stays local. Credentials are encrypted with AES-256-GCM. We use row-level security in our database. Your secrets are never stored in plain text.

Can I use my existing GitHub workflow?

Absolutely. Orquesta creates standard git branches and pull requests. Your existing CI/CD pipelines, code review process, and GitHub Actions all work exactly as before.

What happens if the AI makes a mistake?

Every change is a git commit, so you can always revert. You review PRs before merging, just like human code. Plus, you can watch the AI work in real-time and stop it anytime.

What is Orquesta CLI?

Orquesta CLI is a standalone coding assistant that runs locally. Configure LLM endpoints (OpenAI, Anthropic, Ollama), sync configurations from the dashboard, and track prompts across your team. Install with: npm install -g orquesta-cli

Do I need to be technical to use Orquesta?

Non-technical team members can write prompts, but you'll want at least one developer to review the generated code. That's actually the point - anyone can contribute ideas, developers ensure quality.

Is this your brand?

The exact fixes for Orquesta

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Orquesta: How-To

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 portal

Free signup unlocks the full article plus your personalized AEO fix list for Orquesta.

Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/orquesta-live

Cite this score: Engagemii (2026). "AEO Score for Orquesta." Retrieved from https://engagemii.com/aeo/brands/orquesta-live

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

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