RRepoGEO

REPOGEO REPORT · LITE

StreetLamb/tribe

Default branch master · commit e1c2020a · scanned 5/28/2026, 8:56:24 PM

GitHub: 1,080 stars · 137 forks

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 StreetLamb/tribe, 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
    Clarify project purpose in README to counter miscategorization

    Why:

    CURRENT
    The current README starts with 'Low code tool to rapidly build and coordinate multi-agent teams' and includes a warning about blockchain affiliation.
    COPY-PASTE FIX
    Add a prominent, explicit statement near the top of the README, perhaps right after the main tagline, such as:

```
> [!IMPORTANT]
> Tribe AI is a platform for building and coordinating **AI agent teams**, not a social network or community platform for human interaction.
```
  • mediumhomepage#2
    Add a homepage URL to the About section

    Why:

    COPY-PASTE FIX
    https://your-project-homepage.com (replace with actual URL)
  • lowreadme#3
    Add a 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section titled '## Comparison with Alternatives' or '## Why Tribe AI?' that explicitly compares Tribe AI to tools like LangChain, CrewAI, Microsoft AutoGen, and LlamaIndex, highlighting its unique strengths (e.g., low-code visual builder, drag-and-drop, specific coordination patterns).

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 StreetLamb/tribe
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
langchain-ai/langchain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. langchain-ai/langchain · recommended 2×
  2. run-llama/llama_index · recommended 2×
  3. joaomdmoura/crewAI · recommended 1×
  4. microsoft/autogen · recommended 1×
  5. reworkd/AgentGPT · recommended 1×
  • CATEGORY QUERY
    How can I quickly develop and manage AI agent teams without extensive coding?
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. CrewAI (joaomdmoura/crewAI)
    3. Microsoft AutoGen (microsoft/autogen)
    4. LlamaIndex (run-llama/llama_index)
    5. AgentGPT (reworkd/AgentGPT)
    6. Open Interpreter (KillianLucas/open-interpreter)
    7. BabyAGI (yoheinakajima/babyagi)

    AI recommended 7 alternatives but never named StreetLamb/tribe. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a visual builder to design and coordinate complex LLM agent workflows easily.
    you: not recommended
    AI recommended (in order):
    1. LangChain Expression Language (LCEL) (langchain-ai/langchain)
    2. LangSmith
    3. FlowiseAI (FlowiseAI/Flowise)
    4. Dust (dust-ai/dust)
    5. LlamaIndex (run-llama/llama_index)
    6. Microsoft Semantic Kernel (microsoft/semantic-kernel)
    7. PromptLayer
    8. AgentOps

    AI recommended 8 alternatives but never named StreetLamb/tribe. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    Suggestion:

  • 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 StreetLamb/tribe?
    pass
    AI named StreetLamb/tribe explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts StreetLamb/tribe in production, what risks or prerequisites should they evaluate first?
    pass
    AI named StreetLamb/tribe 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 StreetLamb/tribe solve, and who is the primary audience?
    pass
    AI named StreetLamb/tribe 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 StreetLamb/tribe. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/StreetLamb/tribe.svg)](https://repogeo.com/en/r/StreetLamb/tribe)
HTML
<a href="https://repogeo.com/en/r/StreetLamb/tribe"><img src="https://repogeo.com/badge/StreetLamb/tribe.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

StreetLamb/tribe — 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