REPOGEO REPORT · LITE

smtg-ai/claude-squad

Default branch main · commit 4a02a308 · scanned 5/22/2026, 4:07:23 AM

GitHub: 7,562 stars · 540 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 smtg-ai/claude-squad, 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's opening sentence to emphasize AI coding assistant management

Why:

CURRENT

Claude Squad is a terminal app that manages multiple Claude Code, Codex, Gemini (and other local agents including Aider) in separate workspaces, allowing you to work on multiple tasks simultaneously.

COPY-PASTE FIX

Claude Squad is a terminal app designed to manage multiple AI coding assistants (like Claude Code, Codex, Gemini, and Aider) in separate, isolated workspaces, enabling you to work on multiple development tasks simultaneously.

mediumtopics#2

Expand topics to include broader AI agent management and developer tool terms

Why:

CURRENT

claude-code, cli, codex, opencode, vibe-coding

COPY-PASTE FIX

claude-code, codex, opencode, ai-coding-assistant, multi-agent-system, llm-orchestration, developer-tools, terminal-app, cli, agent-management

lowreadme#3

Rephrase "Highlights" to explicitly mention AI agent tasks

Why:

CURRENT

- Complete tasks in the background (including yolo / auto-accept mode!)
- Manage instances and tasks in one terminal window
- Each task gets its own isolated git workspace, so no conflicts

COPY-PASTE FIX

- Run AI agent tasks in the background (including yolo / auto-accept mode!)
- Manage multiple AI agent instances and their tasks in one terminal window
- Each AI agent task gets its own isolated git workspace, preventing conflicts

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 smtg-ai/claude-squad

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

tmux

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

tmux · recommended 1×
iTerm2 · recommended 1×
GNOME Terminal · recommended 1×
Konsole · recommended 1×
Python · recommended 1×

CATEGORY QUERY
How to manage multiple AI coding assistants concurrently in a single terminal interface?
you: not recommended
AI recommended (in order):
1. tmux
2. iTerm2
3. GNOME Terminal
4. Konsole
5. Python
6. Node.js
7. OpenAI
8. Anthropic
9. screen
10. concurrently
11. zellij
AI recommended 11 alternatives but never named smtg-ai/claude-squad. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Tool for orchestrating multiple AI development agents with isolated workspaces and background task execution?
you: not recommended
AI recommended (in order):
1. Kubernetes
2. OpenShift
3. Docker Swarm
4. Nomad
5. Apache Mesos
6. AWS Batch
7. Google Cloud Batch
8. Azure Batch
AI recommended 8 alternatives but never named smtg-ai/claude-squad. 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 smtg-ai/claude-squad?
pass
AI named smtg-ai/claude-squad explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts smtg-ai/claude-squad in production, what risks or prerequisites should they evaluate first?
pass
AI named smtg-ai/claude-squad 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 smtg-ai/claude-squad solve, and who is the primary audience?
pass
AI named smtg-ai/claude-squad explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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MARKDOWN (README)

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smtg-ai/claude-squad — 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