RRepoGEO

REPOGEO REPORT · LITE

webiny/webiny-js

Default branch next · commit c52ef1e9 · scanned 6/27/2026, 8:21:37 AM

GitHub: 7,993 stars · 675 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
27 /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
1 / 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 webiny/webiny-js, 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 README H1 to clearly state core offering

    Why:

    CURRENT
    # About Webiny
    COPY-PASTE FIX
    # Webiny: Open-Source Serverless Headless CMS for AWS Enterprises
  • mediumreadme#2
    Add a clear license statement to the README

    Why:

    COPY-PASTE FIX
    Webiny is open-source and licensed under [Specify 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 more specific AI-related topics

    Why:

    CURRENT
    ai-assisted-development, aws, aws-lambda, cms, graphql, headless-cms, lambda, lambda-functions, mcp, multi-tenant, nextjs, nodejs, open-source, react, serverless, serverless-architectures, typescript, white-label
    COPY-PASTE FIX
    ai-assisted-development, ai-powered-cms, generative-ai, llm-integration, aws, aws-lambda, cms, graphql, headless-cms, lambda, lambda-functions, mcp, multi-tenant, nextjs, nodejs, open-source, react, serverless, serverless-architectures, typescript, white-label

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 webiny/webiny-js
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Strapi
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Strapi · recommended 2×
  2. Payload CMS · recommended 1×
  3. Directus · recommended 1×
  4. Ghost · recommended 1×
  5. KeystoneJS · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source headless CMS solution for AWS serverless enterprise deployments.
    you: not recommended
    AI recommended (in order):
    1. Strapi
    2. Payload CMS
    3. Directus
    4. Ghost
    5. KeystoneJS

    AI recommended 5 alternatives but never named webiny/webiny-js. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best multi-tenant serverless CMS options with AI-assisted development?
    you: not recommended
    AI recommended (in order):
    1. Hygraph
    2. Sanity.io
    3. Contentful
    4. Strapi
    5. Prismic
    6. DatoCMS

    AI recommended 6 alternatives but never named webiny/webiny-js. 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 webiny/webiny-js?
    pass
    AI did not name webiny/webiny-js — 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 webiny/webiny-js in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name webiny/webiny-js — 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?

  • In one sentence, what problem does the repo webiny/webiny-js solve, and who is the primary audience?
    pass
    AI named webiny/webiny-js 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 webiny/webiny-js. 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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HTML
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  • Brand-free category queries5 vs 2 in Lite
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