RRepoGEO

REPOGEO REPORT · LITE

wasp-lang/SaaS-Template-GPT

Default branch master · commit 410cc30c · scanned 6/14/2026, 5:48:45 AM

GitHub: 674 stars · 107 forks

AI VISIBILITY SCORE
17 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 wasp-lang/SaaS-Template-GPT, 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
  • highabout#1
    Add a clear description to the 'About' section

    Why:

    COPY-PASTE FIX
    A deprecated full-stack SaaS template built with Wasp, Prisma/Postgres, Express, React, Node, Tailwind CSS, and integrated with GPT API, Google Auth, and Stripe Payments. This template has been succeeded by OpenSaaS.sh.
  • hightopics#2
    Add relevant topics to the 'About' section

    Why:

    COPY-PASTE FIX
    saas-template, boilerplate, full-stack, react, node, express, prisma, postgresql, tailwind-css, stripe-payments, google-auth, gpt-api, ai, typescript, wasp-lang, deprecated
  • mediumlicense#3
    Add a LICENSE file to the repository root

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the appropriate open-source license (e.g., MIT, Apache-2.0, or a custom license if applicable).

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 wasp-lang/SaaS-Template-GPT
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ShipFast
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ShipFast · recommended 1×
  2. SaaS Pegasus · recommended 1×
  3. Bulletproof Next.js · recommended 1×
  4. SaaS Starter Kit · recommended 1×
  5. MakerKit · recommended 1×
  • CATEGORY QUERY
    Need a full-stack SaaS boilerplate with integrated payments and AI capabilities.
    you: not recommended
    AI recommended (in order):
    1. ShipFast
    2. SaaS Pegasus
    3. Bulletproof Next.js
    4. SaaS Starter Kit
    5. MakerKit
    6. Next.js SaaS Boilerplate

    AI recommended 6 alternatives but never named wasp-lang/SaaS-Template-GPT. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are some React Node templates with Stripe, social auth, and AI API integration?
    you: not recommended
    AI recommended (in order):
    1. Saas UI
    2. Next.js
    3. Chakra UI
    4. NextAuth.js
    5. Bulletproof React
    6. Create T3 App
    7. Prisma
    8. TRPC
    9. Vercel's Next.js Commerce
    10. Supabase Next.js Starter
    11. Supabase Auth
    12. The SaaS Factory (by Code with Antonio)
    13. Advanced React and GraphQL by Wes Bos
    14. CRA + Express
    15. PostgreSQL
    16. TypeORM
    17. MongoDB
    18. Supabase
    19. Firebase
    20. Passport.js

    AI recommended 20 alternatives but never named wasp-lang/SaaS-Template-GPT. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 wasp-lang/SaaS-Template-GPT?
    pass
    AI did not name wasp-lang/SaaS-Template-GPT — 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 wasp-lang/SaaS-Template-GPT in production, what risks or prerequisites should they evaluate first?
    pass
    AI named wasp-lang/SaaS-Template-GPT 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 wasp-lang/SaaS-Template-GPT solve, and who is the primary audience?
    pass
    AI did not name wasp-lang/SaaS-Template-GPT — 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?

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  • Brand-free category queries5 vs 2 in Lite
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