RRepoGEO

REPOGEO REPORT · LITE

ganatan/angular-node-java-ai

Default branch master · commit 8f4a9d18 · scanned 6/12/2026, 11:03:48 PM

GitHub: 816 stars · 380 forks

AI VISIBILITY SCORE
22 /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
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 ganatan/angular-node-java-ai, 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's opening to highlight 'starter' and 'polyglot AI full-stack'

    Why:

    CURRENT
    # Application Fullstack : Angular 20, Node.js et Java 21

## 🚀 Objectifs du projet
- ✅ Stack frontend / backend complète
- ✅ Compatibilité CI/CD et Docker
- ✅ Déploiement simple (Docker optionnel)
- ✅ Composants isolés et testables
    COPY-PASTE FIX
    # Angular 20 Polyglot Full-Stack Starter: Node.js, Spring Boot, and AI (LLM, Voice, Podcast)

## 🚀 Project Goals: Your Comprehensive Full-Stack AI Starter
This project provides a robust, ready-to-use starter template for building modern full-stack applications, integrating Angular 20 with diverse backend options (Node.js/Express, Node.js/TypeScript, Java/Spring Boot) and advanced AI capabilities (LLM, Voice, Podcast generation). It's designed for developers seeking a polyglot environment with seamless CI/CD and Docker compatibility.
  • mediumtopics#2
    Add 'starter-template' and 'boilerplate' to repository topics

    Why:

    CURRENT
    ai, angular, angular20, api-rest, backend, docker, elevenlabs, express, frontend, java, llm, nodejs, openai, pwa, spring, springboot, ssr, typescript
    COPY-PASTE FIX
    ai, angular, angular20, api-rest, backend, boilerplate, docker, elevenlabs, express, frontend, java, llm, nodejs, openai, pwa, spring, springboot, ssr, starter-template, typescript
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://[your-project-homepage-url-here]

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 ganatan/angular-node-java-ai
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
vercel/next.js
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. vercel/next.js · recommended 1×
  2. vercel/ai · recommended 1×
  3. supabase/supabase · recommended 1×
  4. PostgreSQL · recommended 1×
  5. nodejs/node · recommended 1×
  • CATEGORY QUERY
    Need a fullstack application starter template with diverse backend options and AI integration.
    you: not recommended
    AI recommended (in order):
    1. Next.js (vercel/next.js)
    2. Vercel AI SDK (vercel/ai)
    3. Supabase (supabase/supabase)
    4. PostgreSQL
    5. Node.js (nodejs/node)
    6. Express.js (expressjs/express)
    7. Python (python/cpython)
    8. FastAPI (tiangolo/fastapi)
    9. Django (django/django)
    10. OpenAI's GPT series
    11. Anthropic's Claude
    12. Google's Gemini
    13. T3 Stack (t3-oss/create-t3-app)
    14. tRPC (trpc/trpc)
    15. Tailwind CSS (tailwindlabs/tailwindcss)
    16. Prisma (prisma/prisma)
    17. MySQL
    18. SQLite
    19. MongoDB
    20. Create React App (facebook/create-react-app)
    21. Vite (vitejs/vite)
    22. React (facebook/react)
    23. LangChain (langchain-ai/langchain)
    24. LlamaIndex (run-llama/llama_index)
    25. SQLAlchemy (sqlalchemy/sqlalchemy)
    26. Pydantic (pydantic/pydantic)
    27. Nuxt.js (nuxt/nuxt)
    28. NestJS (nestjs/nest)
    29. TypeScript (microsoft/TypeScript)
    30. OpenAI SDK (openai/openai-node)
    31. Anthropic SDK (anthropic/anthropic-sdk-typescript)
    32. Google Gemini SDK (google/generative-ai-js)
    33. LangChain.js (langchain-ai/langchainjs)
    34. Vue (vuejs/core)
    35. HTMX (bigskysoftware/htmx)

    AI recommended 35 alternatives but never named ganatan/angular-node-java-ai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good fullstack boilerplates supporting PWA, SSR, and AI functionalities?
    you: not recommended
    AI recommended (in order):
    1. Next.js
    2. Vercel AI SDK
    3. Next-PWA
    4. GitHub
    5. Nuxt.js
    6. Nuxt-PWA
    7. LangChain.js
    8. OpenAI
    9. Remix
    10. SvelteKit
    11. T3 Stack
    12. tRPC
    13. TailwindCSS
    14. TypeScript

    AI recommended 14 alternatives but never named ganatan/angular-node-java-ai. 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 ganatan/angular-node-java-ai?
    pass
    AI did not name ganatan/angular-node-java-ai — 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 ganatan/angular-node-java-ai in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ganatan/angular-node-java-ai 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 ganatan/angular-node-java-ai solve, and who is the primary audience?
    pass
    AI did not name ganatan/angular-node-java-ai — 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?

Embed your GEO score

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ganatan/angular-node-java-ai — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite