RRepoGEO

REPOGEO REPORT · LITE

ParabolInc/parabol

Default branch master · commit eb4912c5 · scanned 5/13/2026, 9:36:30 AM

GitHub: 2,000 stars · 367 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 ParabolInc/parabol, 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's opening paragraph to emphasize self-hosted and air-gapped capabilities

    Why:

    CURRENT
    Parabol is an open-source collaborative workspace for running structured, effective, and inclusive team meetings. It supports retrospectives, sprint planning, standup meetings, check-ins, agile estimation, and collaborative documentation — all in real time with a GraphQL API.
    COPY-PASTE FIX
    Parabol is an open-source, **self-hosted** collaborative workspace for running structured, effective, and inclusive team meetings. It supports retrospectives, sprint planning, standup meetings, check-ins, agile estimation, and collaborative documentation — all in real time with a GraphQL API, ideal for on-premise and air-gapped environments.
  • hightopics#2
    Update repository topics to reflect self-hosted, on-premise, and enterprise focus

    Why:

    CURRENT
    agile, graphql, kanban, nodejs, react, realtime, redis, rethinkdb, retrospective, saas, stripe
    COPY-PASTE FIX
    agile, graphql, kanban, nodejs, react, realtime, redis, rethinkdb, retrospective, stripe, self-hosted, on-premise, air-gapped, enterprise, government, security, collaboration, meeting-facilitation
  • mediumreadme#3
    Add a 'License' section to the README to clarify the existing license

    Why:

    COPY-PASTE FIX
    ## License
Parabol is licensed under [describe the actual license(s) here, e.g., 'a custom license combining Apache 2.0 and MIT terms']. Please refer to the [LICENSE](LICENSE) file for full details.

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 ParabolInc/parabol
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Retrospecta
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Retrospecta · recommended 1×
  2. Jira · recommended 1×
  3. Agile Retrospectives for Jira · recommended 1×
  4. Sprint Planning for Jira · recommended 1×
  5. Easy Retro for Jira · recommended 1×
  • CATEGORY QUERY
    What open source self-hosted tools facilitate agile retrospectives and sprint planning?
    you: not recommended
    AI recommended (in order):
    1. Retrospecta
    2. Jira
    3. Agile Retrospectives for Jira
    4. Sprint Planning for Jira
    5. Easy Retro for Jira
    6. Taiga
    7. OpenProject
    8. Kanboard

    AI recommended 8 alternatives but never named ParabolInc/parabol. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an on-premise collaboration platform for team meetings in air-gapped environments?
    you: not recommended
    AI recommended (in order):
    1. Mattermost
    2. Rocket.Chat
    3. Nextcloud Talk
    4. Jitsi Meet
    5. Openfire
    6. BigBlueButton

    AI recommended 6 alternatives but never named ParabolInc/parabol. 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 ParabolInc/parabol?
    pass
    AI did not name ParabolInc/parabol — 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 ParabolInc/parabol in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ParabolInc/parabol 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 ParabolInc/parabol solve, and who is the primary audience?
    pass
    AI named ParabolInc/parabol 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
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