RRepoGEO

REPOGEO REPORT · LITE

agentic-in/elephant-agent

Default branch main · commit b342fa5f · scanned 6/10/2026, 9:41:49 PM

GitHub: 564 stars · 60 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
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 agentic-in/elephant-agent, 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 the README H1 and tagline to specify 'framework'

    Why:

    CURRENT
    <div align="center">
  <h1>Elephant Agent</h1>
  <p>
    <strong>Do more without thinking less.</strong><br />
    A Mother Elephant that grows to understand you, then helps shape the paths you are trying to move.
  </p>
</div>
    COPY-PASTE FIX
    <div align="center">
  <h1>Elephant Agent: A Personal-Model First Framework for Self-Evolving AI Agents</h1>
  <p>
    <strong>Build AI that understands *you*.</strong><br />
    A Mother Elephant that grows to understand your unique context, then helps shape the paths you are trying to move.
  </p>
</div>
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root. Choose a standard open-source license (e.g., MIT, Apache-2.0, GPL-3.0) and include its full text in the file.
  • mediumreadme#3
    Clarify the 'What It Is' section with a direct statement of purpose

    Why:

    CURRENT
    ## What It Is

Elephant Agent starts from the person, not the task.
    COPY-PASTE FIX
    ## What It Is

Elephant Agent is a framework for building and deploying personal AI agents. It starts from the person, not the task.

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 agentic-in/elephant-agent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Notion AI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Notion AI · recommended 2×
  2. Sunsama · recommended 2×
  3. Mem · recommended 1×
  4. ClickUp AI · recommended 1×
  5. Rewind AI · recommended 1×
  • CATEGORY QUERY
    Looking for an AI agent that learns my habits and helps manage personal long-term goals.
    you: not recommended
    AI recommended (in order):
    1. Mem
    2. Notion AI
    3. Sunsama
    4. ClickUp AI
    5. Rewind AI
    6. Todoist
    7. Personal.ai

    AI recommended 7 alternatives but never named agentic-in/elephant-agent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need an intelligent assistant to break down complex projects and guide progress with personal context.
    you: not recommended
    AI recommended (in order):
    1. Motion
    2. ClickUp
    3. Mem.ai
    4. Notion AI
    5. Reclaim.ai
    6. Sunsama

    AI recommended 6 alternatives but never named agentic-in/elephant-agent. 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 agentic-in/elephant-agent?
    pass
    AI named agentic-in/elephant-agent explicitly

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

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

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

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