RRepoGEO

REPOGEO REPORT · LITE

ParabolInc/parabol

Default branch master · commit 4e8f6f86 · scanned 6/23/2026, 8:32:24 PM

GitHub: 2,003 stars · 365 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)

2 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 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
  • hightopics#1
    Expand repository topics with self-hosting and collaboration keywords

    Why:

    CURRENT
    agile, graphql, kanban, nodejs, react, realtime, redis, retrospective, saas, stripe
    COPY-PASTE FIX
    agile, graphql, kanban, nodejs, react, realtime, redis, retrospective, saas, stripe, self-hosted, on-premise, enterprise, government, security, collaboration, documentation, confluence-alternative
  • highreadme#2
    Reposition the README's opening sentence to highlight self-hosted, open-source, and SaaS alternative

    Why:

    CURRENT
    Parabol is an open-source collaborative workspace for running structured, effective, and inclusive team meetings.
    COPY-PASTE FIX
    Parabol is an open-source, self-hosted collaborative workspace for structured team meetings, offering a powerful alternative to SaaS tools like Confluence for real-time collaboration and documentation.
  • mediumlicense#3
    Clarify the repository's license in the README

    Why:

    COPY-PASTE FIX
    ## License
Parabol is licensed under the terms specified in the LICENSE file. Please refer to the LICENSE file for full details on applicable licenses.

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. Taiga · recommended 1×
  4. OpenProject · recommended 1×
  5. Kanboard · recommended 1×
  • CATEGORY QUERY
    What open-source self-hosted tools facilitate agile retrospectives for security-conscious teams?
    you: not recommended
    AI recommended (in order):
    1. Retrospecta
    2. Jira
    3. Taiga
    4. OpenProject
    5. Kanboard
    6. Mattermost

    AI recommended 6 alternatives but never named ParabolInc/parabol. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an on-premise alternative to SaaS tools for real-time team collaboration and documentation.
    you: not recommended
    AI recommended (in order):
    1. Confluence Data Center
    2. Nextcloud Hub
    3. Nextcloud Talk
    4. Nextcloud Files
    5. Nextcloud Office
    6. Collabora Online
    7. ONLYOFFICE
    8. ONLYOFFICE Workspace
    9. Joplin Server
    10. Rocket.Chat

    AI recommended 10 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 named ParabolInc/parabol explicitly

    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

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

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/ParabolInc/parabol.svg)](https://repogeo.com/en/r/ParabolInc/parabol)
HTML
<a href="https://repogeo.com/en/r/ParabolInc/parabol"><img src="https://repogeo.com/badge/ParabolInc/parabol.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

ParabolInc/parabol — 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