RRepoGEO

REPOGEO REPORT · LITE

julep-ai/julep

Default branch dev · commit 5371a620 · scanned 6/26/2026, 8:53:05 AM

GitHub: 6,607 stars · 975 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)

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

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 julep-ai/julep, 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
    Add an introductory paragraph to the README clearly stating Julep's self-hostable backend role.

    Why:

    CURRENT
    The README immediately starts with a '⚠️ Important Notice: Julep is Shutting Down' section.
    COPY-PASTE FIX
    Add the following paragraph *before* the 'Important Notice' section: "Julep is an open-source, self-hostable backend for AI agents, providing robust infrastructure for managing persistent state and long-term memory. It offers a 'Firebase for AI agents' experience for those building and deploying intelligent agents independently."
  • highlicense#2
    Create a LICENSE file with the Apache-2.0 license.

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the root of the repository containing the text for the Apache-2.0 license, as suggested by the existing badge.
  • mediumtopics#3
    Add more specific topics to emphasize Julep's backend and self-hostable nature.

    Why:

    COPY-PASTE FIX
    Add `ai-backend`, `self-hosted`, `agent-memory-store`, `agent-state-management` to the existing topics.

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 julep-ai/julep
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Redis
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Redis · recommended 2×
  2. PostgreSQL · recommended 2×
  3. MongoDB · recommended 1×
  4. Cassandra · recommended 1×
  5. FaunaDB · recommended 1×
  • CATEGORY QUERY
    What's a good backend service for managing state and memory for AI agents?
    you: not recommended
    AI recommended (in order):
    1. Redis
    2. PostgreSQL
    3. MongoDB
    4. Cassandra
    5. FaunaDB
    6. Elasticsearch
    7. Google Cloud Firestore
    8. AWS DynamoDB

    AI recommended 8 alternatives but never named julep-ai/julep. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to build persistent AI agents with Python or Node.js for LLM applications?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. AutoGen
    4. CrewAI
    5. Semantic Kernel
    6. Pinecone
    7. Weaviate
    8. Qdrant
    9. Chroma
    10. PostgreSQL
    11. pgvector
    12. Redis
    13. MySQL
    14. SQLite

    AI recommended 14 alternatives but never named julep-ai/julep. 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 julep-ai/julep?
    pass
    AI named julep-ai/julep explicitly

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

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

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julep-ai/julep — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite