RRepoGEO

REPOGEO REPORT · LITE

webiny/webiny-js

Default branch next · commit 5a9307c4 · scanned 5/16/2026, 11:41:32 AM

GitHub: 7,977 stars · 673 forks

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
    Clarify unique positioning and repo name in README's opening paragraph

    Why:

    CURRENT
    Open-source content platform. Self-hosted on AWS serverless. Built as a TypeScript framework you extend with code, not a closed product you configure through a UI.
    COPY-PASTE FIX
    Webiny.js is an open-source, self-hosted CMS platform on AWS serverless, designed as a TypeScript framework for multi-tenant enterprise applications. It offers AI-assisted development via MCP server, GraphQL API, and is built for developers at large organizations.
  • mediumreadme#2
    Add a 'Why Webiny?' or 'Differentiators' section to the README

    Why:

    COPY-PASTE FIX
    Add a section titled 'Why Webiny?' or 'Key Differentiators' that explains its native serverless architecture on AWS, full ownership, and contrast with SaaS or server-managed alternatives, drawing from the answer to the 'core differentiator' query.
  • mediumreadme#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    Add a section or line in the README, e.g., 'Webiny is released under [License Name/Type 1] and [License Name/Type 2]. See the LICENSE file for full details.' (Replace bracketed text with actual license details from the LICENSE file).

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 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Strapi · recommended 1×
  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 platform for multi-tenant enterprise applications on AWS serverless.
    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 serverless TypeScript frameworks for building extensible, AI-assisted content platforms?
    you: not recommended
    AI recommended (in order):
    1. AWS Amplify
    2. Serverless Framework
    3. Next.js
    4. NestJS
    5. Remix

    AI recommended 5 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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MARKDOWN (README)
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HTML
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