RRepoGEO

REPOGEO REPORT · LITE

Openpanel-dev/openpanel

Default branch main · commit 8c1636d0 · scanned 5/16/2026, 6:12:31 AM

GitHub: 5,757 stars · 362 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 Openpanel-dev/openpanel, 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
    Strengthen the README's opening statement to clearly define the product category

    Why:

    CURRENT
    An open-source alternative to Mixpanel
    COPY-PASTE FIX
    An open-source web and product analytics platform, and a privacy-first alternative to Mixpanel, Plausible, and Google Analytics.
  • mediumcomparison#2
    Add a 'Comparison to Alternatives' section in the README

    Why:

    COPY-PASTE FIX
    ## 🆚 Comparison to Alternatives

Openpanel stands out as a self-hostable, privacy-first product and web analytics platform. While tools like PostHog offer extensive features, Openpanel focuses on combining advanced analytics (funnels, cohorts, session replay) with full data ownership and transparent pricing, making it a compelling alternative to Mixpanel, Plausible, Matomo, and even Google Analytics. Unlike OpenReplay or Highlight.io, Openpanel integrates session replay directly into a comprehensive product analytics suite.
  • lowtopics#3
    Add feature-specific topics to improve granular search matching

    Why:

    CURRENT
    alternative, analytics, open-source, privacy, productanalytics, webanalytics
    COPY-PASTE FIX
    alternative, analytics, open-source, privacy, productanalytics, webanalytics, session-replay, a-b-testing, self-hosted

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 Openpanel-dev/openpanel
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
PostHog/posthog
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. PostHog/posthog · recommended 1×
  2. Mixpanel · recommended 1×
  3. open-replay/open-replay · recommended 1×
  4. highlight/highlight · recommended 1×
  5. growthbook/growthbook · recommended 1×
  • CATEGORY QUERY
    Need an open-source product analytics platform with session replay and A/B testing capabilities.
    you: not recommended
    AI recommended (in order):
    1. PostHog (PostHog/posthog)
    2. Mixpanel
    3. OpenReplay (open-replay/open-replay)
    4. Highlight.io (highlight/highlight)
    5. GrowthBook (growthbook/growthbook)
    6. Flagsmith (Flagsmith/flagsmith)
    7. Matomo (matomo-org/matomo)
    8. Plausible Analytics (plausible/analytics)
    9. Fathom Analytics (usefathom/fathom)

    AI recommended 9 alternatives but never named Openpanel-dev/openpanel. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a privacy-focused, self-hostable alternative to commercial analytics tools.
    you: not recommended
    AI recommended (in order):
    1. Plausible Analytics
    2. Matomo
    3. Umami
    4. Ackee
    5. Fathom Analytics
    6. GoAccess

    AI recommended 6 alternatives but never named Openpanel-dev/openpanel. 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 Openpanel-dev/openpanel?
    pass
    AI named Openpanel-dev/openpanel explicitly

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

  • If a team adopts Openpanel-dev/openpanel in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Openpanel-dev/openpanel 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 Openpanel-dev/openpanel solve, and who is the primary audience?
    pass
    AI named Openpanel-dev/openpanel 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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