RRepoGEO

REPOGEO REPORT · LITE

membrane/api-gateway

Default branch master · commit 76a3860e · scanned 6/30/2026, 6:02:08 AM

GitHub: 617 stars · 169 forks

AI VISIBILITY SCORE
33 /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
2 / 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 membrane/api-gateway, 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 opening to highlight unique strengths

    Why:

    CURRENT
    Lightweight **API Gateway** for **REST**, **GraphQL** and **legacy Web Services**, easily extended with powerful plugins. Built on the **Java platform**, Membrane integrates seamlessly with enterprise technologies while delivering high performance and scalability.
    COPY-PASTE FIX
    Membrane is a truly open-source **API Gateway** written in **Java**, offering native **OpenAPI** support and optimized for **container deployments**. It is easily extensible, supports **legacy XML and SOAP** web services, and provides a lightweight solution for **REST** and **GraphQL** APIs.
  • mediumtopics#2
    Add specific topics for legacy protocols and deployment

    Why:

    CURRENT
    api, api-gateway, graphql, oauth2, openapi, rest
    COPY-PASTE FIX
    api, api-gateway, graphql, oauth2, openapi, rest, xml, soap, containers, microservices
  • lowreadme#3
    Introduce a 'Key Differentiators' section in the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, for example: `## Key Differentiators

Unlike many API gateways that function primarily as standalone services, Membrane is designed to be lightweight and embeddable, particularly within Java applications.`

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 membrane/api-gateway
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Kong Gateway
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Kong Gateway · recommended 2×
  2. Axway Amplify API Management Platform · recommended 1×
  3. Broadcom Layer7 API Management · recommended 1×
  4. IBM API Connect · recommended 1×
  5. Apigee Edge · recommended 1×
  • CATEGORY QUERY
    What API gateway options are available for Java applications needing legacy XML/SOAP integration?
    you: not recommended
    AI recommended (in order):
    1. Axway Amplify API Management Platform
    2. Broadcom Layer7 API Management
    3. IBM API Connect
    4. Apigee Edge
    5. Kong Gateway
    6. WSO2 API Manager

    AI recommended 6 alternatives but never named membrane/api-gateway. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source API gateway with native OpenAPI support optimized for container deployments.
    you: not recommended
    AI recommended (in order):
    1. Kong Gateway
    2. Apache APISIX
    3. Tyk Open Source API Gateway
    4. KrakenD API Gateway
    5. Gloo Edge

    AI recommended 5 alternatives but never named membrane/api-gateway. 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 membrane/api-gateway?
    pass
    AI did not name membrane/api-gateway — 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 membrane/api-gateway in production, what risks or prerequisites should they evaluate first?
    pass
    AI named membrane/api-gateway 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 membrane/api-gateway solve, and who is the primary audience?
    pass
    AI named membrane/api-gateway explicitly

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

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite