RRepoGEO

REPOGEO REPORT · LITE

1Panel-dev/CordysCRM

Default branch main · commit 29176cba · scanned 5/15/2026, 9:41:57 AM

GitHub: 2,184 stars · 436 forks

AI VISIBILITY SCORE
33 /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
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 1Panel-dev/CordysCRM, 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
  • hightopics#1
    Add specific topics for self-hosting and AI assistance

    Why:

    CURRENT
    ai-crm, cordys, crm, crm-skills, crm-system, dataease, openclaw, salesforce
    COPY-PASTE FIX
    ai-crm, cordys, crm, crm-skills, crm-system, dataease, openclaw, salesforce, self-hosted, private-deployment, ai-assistant, data-privacy
  • highreadme#2
    Reposition README opening to emphasize AI + self-hosting differentiator

    Why:

    CURRENT
    **Cordys CRM** 是新一代的开源 AI CRM 系统，是集信息化、数字化、智能化于一体的「客户关系管理系统」，由 飞致云 匠心出品。
    COPY-PASTE FIX
    **Cordys CRM** 是新一代的开源 AI CRM 系统，融合了先进的 AI 智能助理和私有化部署能力，为企业提供从线索到回款（L2C）的全流程精细化管理。它确保数据 100% 自主可控，并通过 OpenClaw AI 助理赋能销售全流程效率与决策质量。
  • mediumreadme#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    在 README 中添加一个 '许可证' 部分，明确说明：'Cordys CRM 采用自定义许可证。有关详细信息，请参阅项目根目录下的 LICENSE 文件。'

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 1Panel-dev/CordysCRM
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
SuiteCRM
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. SuiteCRM · recommended 2×
  2. Odoo · recommended 1×
  3. Vtiger CRM · recommended 1×
  4. EspoCRM · recommended 1×
  5. Crater CRM · recommended 1×
  • CATEGORY QUERY
    What are some open source CRM systems with integrated AI features for sales process automation?
    you: not recommended
    AI recommended (in order):
    1. SuiteCRM
    2. Odoo
    3. Vtiger CRM
    4. EspoCRM
    5. Crater CRM

    AI recommended 5 alternatives but never named 1Panel-dev/CordysCRM. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a self-hostable customer relationship management platform offering data privacy and AI assistance.
    you: not recommended
    AI recommended (in order):
    1. SuiteCRM
    2. OpenAI's APIs
    3. Llama 2
    4. OroCRM
    5. ERPNext
    6. AmoCRM (Self-Hosted Edition)
    7. Vtiger CRM (Open Source)

    AI recommended 7 alternatives but never named 1Panel-dev/CordysCRM. 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 1Panel-dev/CordysCRM?
    pass
    AI did not name 1Panel-dev/CordysCRM — 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 1Panel-dev/CordysCRM in production, what risks or prerequisites should they evaluate first?
    pass
    AI named 1Panel-dev/CordysCRM 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 1Panel-dev/CordysCRM solve, and who is the primary audience?
    pass
    AI named 1Panel-dev/CordysCRM 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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