RRepoGEO

REPOGEO REPORT · LITE

Einsia/OpenChronicle

Default branch main · commit bad3a1e8 · scanned 5/16/2026, 2:23:27 AM

GitHub: 2,623 stars · 207 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 fail
Objective metadata checks
AI knows your name
2 / 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 Einsia/OpenChronicle, 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
  • highabout#1
    Add a concise About description

    Why:

    COPY-PASTE FIX
    Open-source, local-first memory for LLM agents, capturing screen and app context to provide persistent, inspectable memory.
  • hightopics#2
    Add relevant topics for categorization

    Why:

    COPY-PASTE FIX
    llm-agents, memory, local-first, ai-tools, context-awareness, openai-chronicle-alternative, macOS
  • highreadme#3
    Strengthen the README's initial positioning for LLM agents

    Why:

    CURRENT
    OpenChronicle gives AI agents a local, inspectable memory built from real screen and app context.
    COPY-PASTE FIX
    OpenChronicle is a specialized, local-first memory system *exclusively for LLM agents*, capturing real screen and application context. It is not a general journaling tool or personal knowledge manager, but a dedicated layer for agent memory.

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 Einsia/OpenChronicle
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 1×
  2. LlamaIndex · recommended 1×
  3. Pinecone · recommended 1×
  4. Weaviate · recommended 1×
  5. Redis · recommended 1×
  • CATEGORY QUERY
    What tools help LLM agents maintain context and recall past interactions?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Pinecone
    4. Weaviate
    5. Redis
    6. Chroma
    7. Faiss

    AI recommended 7 alternatives but never named Einsia/OpenChronicle. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to capture local screen and application context for AI agent memory?
    you: not recommended
    AI recommended (in order):
    1. Playwright
    2. Selenium WebDriver
    3. PyAutoGUI
    4. Tesseract OCR
    5. Microsoft UI Automation
    6. macOS Accessibility API
    7. OpenCV

    AI recommended 7 alternatives but never named Einsia/OpenChronicle. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 Einsia/OpenChronicle?
    pass
    AI did not name Einsia/OpenChronicle — likely talking about a different project

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

  • If a team adopts Einsia/OpenChronicle in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Einsia/OpenChronicle 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 Einsia/OpenChronicle solve, and who is the primary audience?
    pass
    AI named Einsia/OpenChronicle explicitly

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

Embed your GEO score

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MARKDOWN (README)
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Einsia/OpenChronicle — 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