RRepoGEO

REPOGEO REPORT · LITE

ChatbotXIO/ChatbotX

Default branch main · commit dc8e59a5 · scanned 6/17/2026, 10:21:33 AM

GitHub: 304 stars · 33 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 ChatbotXIO/ChatbotX, 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 core value proposition as a prominent H1 in the README

    Why:

    CURRENT
    The current README excerpt shows the core message 'Agentic chat marketing platform built for OpenClaw, Hermes, and Claude. An alternative to ManyChat, Chatfuel, Wati, Respond, etc...' in a <p> tag.
    COPY-PASTE FIX
    Add an H1 at the very top of the README (after any badges, but before other content) like: `# ChatbotX: The Open-Source Agentic Chat Marketing Platform & ManyChat Alternative`
  • mediumreadme#2
    Clarify the project's license directly in the README

    Why:

    COPY-PASTE FIX
    Add a line to the README, e.g., 'ChatbotX is licensed under the AGPL-3.0. See the [LICENSE file](LICENSE) for full details.' (Based on the badge linking to AGPL-3.0 in the README excerpt).
  • mediumreadme#3
    Enhance feature descriptions to explicitly link to marketing and customer engagement benefits

    Why:

    CURRENT
    Visual Flow Builder: Drag-and-drop chatbot builder with 15+ node types
    COPY-PASTE FIX
    For each feature, add a short phrase emphasizing its marketing/customer engagement value. For example, change 'Visual Flow Builder: Drag-and-drop chatbot builder with 15+ node types' to 'Visual Flow Builder: Drag-and-drop chatbot builder with 15+ node types for creating engaging customer journeys and marketing funnels.'

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 ChatbotXIO/ChatbotX
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Chatwoot
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Chatwoot · recommended 2×
  2. Rasa · recommended 2×
  3. Botpress · recommended 2×
  4. Fosubo · recommended 1×
  5. SuiteCRM · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source agentic chat marketing platform for AI-powered customer engagement.
    you: not recommended
    AI recommended (in order):
    1. Chatwoot
    2. Rasa
    3. Botpress

    AI recommended 3 alternatives but never named ChatbotXIO/ChatbotX. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good open-source alternatives to ManyChat for omnichannel marketing automation?
    you: not recommended
    AI recommended (in order):
    1. Chatwoot
    2. Botpress
    3. Rasa
    4. Fosubo
    5. SuiteCRM
    6. OroCRM
    7. n8n
    8. Activepieces

    AI recommended 8 alternatives but never named ChatbotXIO/ChatbotX. 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 ChatbotXIO/ChatbotX?
    pass
    AI named ChatbotXIO/ChatbotX explicitly

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

  • If a team adopts ChatbotXIO/ChatbotX in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ChatbotXIO/ChatbotX 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 ChatbotXIO/ChatbotX solve, and who is the primary audience?
    pass
    AI named ChatbotXIO/ChatbotX 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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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite