RRepoGEO

REPOGEO REPORT · LITE

moasq/production-saas-starter

Default branch main · commit 701bff66 · scanned 6/6/2026, 5:37:48 PM

GitHub: 520 stars · 76 forks

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 moasq/production-saas-starter, 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
  • hightopics#1
    Add comprehensive topics to improve categorization

    Why:

    COPY-PASTE FIX
    saas, boilerplate, starter-kit, go, golang, nextjs, react, typescript, b2b, enterprise, full-stack, web-development, production-ready
  • mediumreadme#2
    Clarify 'full-stack' and frontend/backend in README's opening line

    Why:

    CURRENT
    The Enterprise-Grade SaaS boilerplate for serious founders. Built with **Next.js 16** and **Go 1.25**.
    COPY-PASTE FIX
    The Enterprise-Grade **full-stack** SaaS boilerplate for serious founders, built with **Next.js 16** (frontend) and **Go 1.25** (backend).
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    [Insert your project's official homepage URL here, e.g., https://moasq.com/production-saas-starter]

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 moasq/production-saas-starter
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
SaaS Starter Kit
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. SaaS Starter Kit · recommended 1×
  2. Go SaaS Boilerplate · recommended 1×
  3. Next.js & Go SaaS Boilerplate · recommended 1×
  4. GoNext SaaS Boilerplate · recommended 1×
  5. Go-Next-SaaS-Template · recommended 1×
  • CATEGORY QUERY
    Looking for a full-stack SaaS boilerplate using Go backend and Next.js frontend.
    you: not recommended
    AI recommended (in order):
    1. SaaS Starter Kit
    2. Go SaaS Boilerplate
    3. Next.js & Go SaaS Boilerplate
    4. GoNext SaaS Boilerplate
    5. Go-Next-SaaS-Template

    AI recommended 5 alternatives but never named moasq/production-saas-starter. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need an enterprise-grade B2B SaaS starter with modular Go and Next.js architecture.
    you: not recommended
    AI recommended (in order):
    1. SaasRock
    2. Go-Kit
    3. Next.js Enterprise Boilerplate
    4. Gin
    5. Echo
    6. Ent

    AI recommended 6 alternatives but never named moasq/production-saas-starter. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • 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 moasq/production-saas-starter?
    pass
    AI named moasq/production-saas-starter explicitly

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

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