RRepoGEO

REPOGEO REPORT · LITE

1Panel-dev/CordysCRM

Default branch main · commit 3150f9ef · scanned 6/26/2026, 1:36:24 AM

GitHub: 2,315 stars · 466 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
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 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
  • highreadme#1
    Add a concise English summary to the README

    Why:

    COPY-PASTE FIX
    Cordys CRM is a next-generation, open-source AI CRM system designed for secure, self-hosted deployment. It integrates advanced AI capabilities and business intelligence to streamline customer relationship management from lead to cash, ensuring data sovereignty for enterprises.
  • mediumlicense#2
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    Add a section in the README (e.g., 'License') stating: 'Cordys CRM is licensed under [Specify the actual license(s) here, e.g., a custom license, or a combination of licenses]. Please refer to the LICENSE file for full details.'
  • mediumtopics#3
    Add 'business-intelligence' and 'data-analytics' to topics

    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, business-intelligence, data-analytics

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. OroCRM · recommended 2×
  3. Vtiger CRM (Open Source Edition) · recommended 2×
  4. EspoCRM · recommended 1×
  5. Odoo (Community Edition) · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source CRM system with AI features for secure, self-hosted deployment.
    you: not recommended
    AI recommended (in order):
    1. SuiteCRM
    2. OroCRM
    3. Vtiger CRM (Open Source Edition)
    4. EspoCRM
    5. Odoo (Community Edition)

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

    Show full AI answer
  • CATEGORY QUERY
    What are good self-hosted customer relationship management tools offering AI and business intelligence for sales?
    you: not recommended
    AI recommended (in order):
    1. SuiteCRM
    2. TensorFlow
    3. PyTorch
    4. Metabase
    5. Apache Superset
    6. OroCRM
    7. Vtiger CRM (Open Source Edition)
    8. SugarCRM (Self-Managed/On-Premise)
    9. Microsoft Dynamics 365 Customer Service (On-Premise)
    10. Power BI

    AI recommended 10 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 named 1Panel-dev/CordysCRM explicitly

    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

Drop this badge into the README of 1Panel-dev/CordysCRM. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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1Panel-dev/CordysCRM — 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