AI Visibility Scorecard
Orquesta
orquesta.live · Technology
Borderline visible. AI bots can crawl Orquesta, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 8 times
Meta AI · ChatGPT · Claude · Amazon Alexa
#727,494 of 2,704,485 in Technology for AI visibility
4
AI Naming Predictability
iRarely named · 4/100
Technology average 28
Top 12% of Technology
See what's behind this score →5
-
Network Authority
iNot connected yet
Technology average 0.0
0 relationships · Technology average 4
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 →17
About Orquesta
from our crawl and measurement
Orquesta describes itself simply: "PromptOps and Prompt to Production platform, orchestrate AI agents for collaborative software development." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
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).
- Company ·
- Orquesta
- Website ·
- orquesta.live
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 2, 2026
The 6 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
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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
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 4.6/10, Orquesta is crawlable but under-signaled - 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
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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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your 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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