RRepoGEO

REPOGEO REPORT · LITE

agentjido/jido

Default branch main · commit 662577e1 · scanned 5/11/2026, 6:51:55 AM

GitHub: 1,696 stars · 102 forks

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 agentjido/jido, 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 emphasize Elixir and core problem

    Why:

    CURRENT
    > **Jido is an autonomous agent framework for Elixir, built for workflows and multi-agent systems.**
    COPY-PASTE FIX
    > **Jido is the autonomous agent framework for Elixir developers, built to simplify distributed, fault-tolerant workflows and multi-agent systems.**
  • hightopics#2
    Add more specific Elixir-related topics

    Why:

    CURRENT
    agent, ai, artificial-intelligence, elixir, event-driven-architecture, functional-programming, orchestration, workflow
    COPY-PASTE FIX
    agent, ai, artificial-intelligence, elixir, event-driven-architecture, functional-programming, orchestration, workflow, elixir-framework, elixir-library, otp, distributed-systems, fault-tolerance
  • mediumcomparison#3
    Add a 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## Comparison

Jido differs from general-purpose Elixir concurrency tools like GenStage and Broadway by providing a higher-level framework specifically for defining and orchestrating autonomous agents with built-in state management and decision-making capabilities. Unlike external workflow engines such as Temporal.io, Jido integrates agent logic directly within your Elixir application, leveraging OTP for fault tolerance and supervision.

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 agentjido/jido
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GenStage
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GenStage · recommended 2×
  2. Broadway · recommended 2×
  3. GenServer · recommended 2×
  4. Akka.NET · recommended 1×
  5. Akka.NET.Elixir · recommended 1×
  • CATEGORY QUERY
    Elixir framework for building distributed autonomous agents with built-in fault tolerance?
    you: not recommended
    AI recommended (in order):
    1. Akka.NET
    2. Akka.NET.Elixir
    3. GenStage
    4. Broadway
    5. Phoenix PubSub
    6. RabbitMQ
    7. Kafka
    8. Nx
    9. Axon
    10. GenServer
    11. Erlang
    12. Elixir
    13. OTP
    14. raft_elixir
    15. libcluster

    AI recommended 15 alternatives but never named agentjido/jido. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to implement dynamic workflows and event-driven orchestration using Elixir agents?
    you: not recommended
    AI recommended (in order):
    1. Temporal.io
    2. GenStage
    3. Broadway
    4. Oban
    5. Flow
    6. Raft
    7. GenServer
    8. Agent

    AI recommended 8 alternatives but never named agentjido/jido. 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 agentjido/jido?
    pass
    AI named agentjido/jido explicitly

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

  • If a team adopts agentjido/jido in production, what risks or prerequisites should they evaluate first?
    pass
    AI named agentjido/jido 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 agentjido/jido solve, and who is the primary audience?
    pass
    AI named agentjido/jido 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 agentjido/jido. 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/agentjido/jido.svg)](https://repogeo.com/en/r/agentjido/jido)
HTML
<a href="https://repogeo.com/en/r/agentjido/jido"><img src="https://repogeo.com/badge/agentjido/jido.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

agentjido/jido — 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