RRepoGEO

REPOGEO REPORT · LITE

ethanniser/NextFaster

Default branch main · commit bb8993a1 · scanned 5/25/2026, 7:13:13 AM

GitHub: 4,843 stars · 645 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 ethanniser/NextFaster, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Add a 'Key Features' section to the README

    Why:

    CURRENT
    ### Design notes
    COPY-PASTE FIX
    ### Key Features

-   **High-Performance E-commerce:** A Next.js 15 template leveraging Server Actions and Partial Prerendering for speed.
-   **AI-Powered Content:** Integrates OpenAI's `gpt-4o-mini` and GetImg.ai for automated product category, name, description, and image generation.
-   **Modern Stack:** Built with Drizzle ORM, Neon Postgres, and Vercel Blob for robust data and asset management.
-   **UI Generation with v0:** Initial UIs generated using v0, showcasing impressive results for common e-commerce pages.

### Design notes
  • mediumabout#2
    Update the repository's short description

    Why:

    CURRENT
    A highly performant e-commerce template using Next.js
    COPY-PASTE FIX
    A high-performance Next.js 15 e-commerce template leveraging Server Actions, Partial Prerendering, AI content generation, and Drizzle ORM.

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 ethanniser/NextFaster
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Next.js
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Next.js · recommended 1×
  2. Vercel's Commerce · recommended 1×
  3. Medusa's Next.js Starter · recommended 1×
  4. Saleor's Next.js Storefront · recommended 1×
  5. Shadcn/ui · recommended 1×
  • CATEGORY QUERY
    What are the best Next.js 15 e-commerce templates leveraging server actions for performance?
    you: not recommended
    AI recommended (in order):
    1. Next.js
    2. Vercel's Commerce
    3. Medusa's Next.js Starter
    4. Saleor's Next.js Storefront
    5. Shadcn/ui
    6. Payload CMS's Next.js E-commerce Template

    AI recommended 6 alternatives but never named ethanniser/NextFaster. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    E-commerce starter kit with AI content generation and Drizzle ORM for product data?
    you: not recommended
    AI recommended (in order):
    1. Next.js Commerce (vercel/commerce)
    2. Drizzle ORM (drizzle-team/drizzle-orm)
    3. OpenAI's GPT-4
    4. Anthropic's Claude
    5. Google's Gemini
    6. Payload CMS (payloadcms/payload)
    7. Next.js (vercel/next.js)
    8. SvelteKit (sveltejs/kit)
    9. Medusa (medusajs/medusa)
    10. TypeORM (typeorm/typeorm)
    11. Saleor (saleor/saleor)
    12. Strapi (strapi/strapi)

    AI recommended 12 alternatives but never named ethanniser/NextFaster. 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 ethanniser/NextFaster?
    pass
    AI named ethanniser/NextFaster explicitly

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

  • If a team adopts ethanniser/NextFaster in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ethanniser/NextFaster 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 ethanniser/NextFaster solve, and who is the primary audience?
    pass
    AI named ethanniser/NextFaster 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 ethanniser/NextFaster. 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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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite