REPOGEO REPORT · LITE

RunMaestro/Maestro

Default branch main · commit 8a4cccf0 · scanned 6/22/2026, 3:57:05 AM

GitHub: 3,045 stars · 320 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE

40 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

2 pass · 0 warn · 0 fail

Objective metadata checks

AI knows your name

3 / 3

Direct prompts that named your repo

HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface RunMaestro/Maestro, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION

highreadme#1

Reposition README opening to clarify 'desktop app for existing agent orchestration'

Why:

CURRENT

Maestro is a cross-platform desktop app for orchestrating your fleet of AI agents and projects. It's a high-velocity solution for hackers who are juggling multiple projects in parallel. Designed for power users who live on the keyboard and rarely touch the mouse.

COPY-PASTE FIX

Maestro is the ultimate **desktop command center for orchestrating your existing fleet of AI agents and generative AI projects.** Unlike agent building frameworks or single-purpose UIs, Maestro provides a high-velocity, cross-platform application for power users to manage multiple parallel AI tasks with a keyboard-driven interface.

mediumtopics#2

Add more specific topics to improve category matching

Why:

CURRENT

ai-agents, claude-code, codex, generative-ai, opencode

COPY-PASTE FIX

ai-agents, claude-code, codex, generative-ai, opencode, desktop-application, agent-orchestration, multi-agent-system, ai-workflow

lowcomparison#3

Add a 'Maestro vs. Other Tools' section to the README

Why:

COPY-PASTE FIX

## Maestro vs. Other Tools

Maestro stands apart from agent building frameworks like LangChain or AutoGen by focusing on orchestrating *existing* AI agents rather than helping you build new ones. Unlike general-purpose desktop UIs such as ComfyUI or InvokeAI, Maestro is purpose-built for managing complex, parallel generative AI coding projects with a keyboard-first interface, without requiring an external database for basic state management.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall

0 / 2

0% of queries surface RunMaestro/Maestro

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

LangChain

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

LangChain · recommended 1×
CrewAI · recommended 1×
AutoGen · recommended 1×
Open Interpreter · recommended 1×
Haystack · recommended 1×

CATEGORY QUERY
What tools help orchestrate multiple AI agents and run coding tasks in parallel?
you: not recommended
AI recommended (in order):
1. LangChain
2. CrewAI
3. AutoGen
4. Open Interpreter
5. Haystack
6. Dify
7. BabyAGI
8. SuperAGI
AI recommended 8 alternatives but never named RunMaestro/Maestro. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a desktop application to manage and automate generative AI projects for power users.
you: not recommended
AI recommended (in order):
1. ComfyUI
2. InvokeAI
3. Automatic1111's Stable Diffusion web UI
4. Pinokio
5. RunDiffusion
6. Gradio
AI recommended 6 alternatives but never named RunMaestro/Maestro. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
pass
README presence
pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

Compared to common alternatives in this category, what is the core differentiator of RunMaestro/Maestro?
pass
AI named RunMaestro/Maestro explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts RunMaestro/Maestro in production, what risks or prerequisites should they evaluate first?
pass
AI named RunMaestro/Maestro explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
In one sentence, what problem does the repo RunMaestro/Maestro solve, and who is the primary audience?
pass
AI named RunMaestro/Maestro explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of RunMaestro/Maestro. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/RunMaestro/Maestro.svg)](https://repogeo.com/en/r/RunMaestro/Maestro)

HTML

<a href="https://repogeo.com/en/r/RunMaestro/Maestro"><img src="https://repogeo.com/badge/RunMaestro/Maestro.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

RunMaestro/Maestro — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite