RRepoGEO

REPOGEO REPORT · LITE

EmergenceAI/Agent-E

Default branch master · commit f218c3cb · scanned 6/26/2026, 12:57:54 PM

GitHub: 1,242 stars · 189 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 EmergenceAI/Agent-E, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README's opening paragraph to clarify its core offering

    Why:

    CURRENT
    Agent-E is an agent based system that aims to automate actions on the user's computer. At the moment it focuses on automation within the browser. The system is based on on AG2 agent framework.
    COPY-PASTE FIX
    Agent-E is an open-source AI agent framework designed for natural language control and automation of web browser interactions and tasks. It provides a robust system for building autonomous agents that can perform complex actions directly within the browser, based on the AG2 agent framework.
  • mediumhomepage#2
    Add the project's homepage URL

    Why:

    COPY-PASTE FIX
    https://www.emergence.ai/web-automation-api

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 EmergenceAI/Agent-E
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Playwright
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Playwright · recommended 2×
  2. Selenium · recommended 2×
  3. Axiom.ai · recommended 1×
  4. Browse AI · recommended 1×
  5. Robocorp · recommended 1×
  • CATEGORY QUERY
    What tools allow natural language control for automating browser interactions and web tasks?
    you: not recommended
    AI recommended (in order):
    1. Axiom.ai
    2. Browse AI
    3. Robocorp
    4. Playwright
    5. OpenAI's GPT-4
    6. Google's Gemini
    7. Selenium

    AI recommended 7 alternatives but never named EmergenceAI/Agent-E. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I build an AI agent to automate complex web browsing tasks and data extraction?
    you: not recommended
    AI recommended (in order):
    1. Playwright
    2. Beautiful Soup
    3. lxml
    4. LangChain
    5. LlamaIndex
    6. Selenium
    7. Puppeteer
    8. Cheerio
    9. Scrapy
    10. scrapy-playwright
    11. AutoGPT
    12. BabyAGI

    AI recommended 12 alternatives but never named EmergenceAI/Agent-E. 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 EmergenceAI/Agent-E?
    pass
    AI named EmergenceAI/Agent-E explicitly

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

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

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

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EmergenceAI/Agent-E — 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