RRepoGEO

REPOGEO REPORT · LITE

avitorio/outstatic

Default branch canary · commit c509b926 · scanned 5/21/2026, 4:26:39 PM

GitHub: 3,130 stars · 186 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 avitorio/outstatic, 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 'Comparison to Alternatives' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to your README, for example: '### How Outstatic is Different
Outstatic's core differentiator is that it's a **Git-based CMS fully embedded within a Next.js application**, storing content directly in your project's repository and **requiring no external database or separate backend service**. Unlike many other solutions, Outstatic integrates directly into your Next.js project, providing a seamless content management experience without external dependencies.'
  • mediumreadme#2
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    Add a section to your README, for example: '## License
This project is licensed under [Specify your license(s) here, e.g., a custom license, or a combination of licenses]. Please see the `LICENSE` file for full details.'
  • mediumtopics#3
    Expand repository topics to include more specific CMS and storage keywords

    Why:

    CURRENT
    markdown, mdx, mdx-blog, nextjs-cms, static-site-cms
    COPY-PASTE FIX
    markdown, mdx, mdx-blog, nextjs-cms, static-site-cms, git-cms, github-cms, visual-cms

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 avitorio/outstatic
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Decap CMS
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Decap CMS · recommended 1×
  2. Netlify CMS · recommended 1×
  3. TinaCMS · recommended 1×
  4. Forestry.io · recommended 1×
  5. CloudCannon · recommended 1×
  • CATEGORY QUERY
    What is a good static site content management system for Markdown stored in Git?
    you: not recommended
    AI recommended (in order):
    1. Decap CMS

    AI recommended 1 alternative but never named avitorio/outstatic. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a visual dashboard to edit MDX content that commits directly to GitHub.
    you: not recommended
    AI recommended (in order):
    1. Netlify CMS
    2. TinaCMS
    3. Forestry.io
    4. CloudCannon
    5. Strapi
    6. Sanity.io

    AI recommended 6 alternatives but never named avitorio/outstatic. 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 avitorio/outstatic?
    pass
    AI named avitorio/outstatic explicitly

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

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

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

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avitorio/outstatic — 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