RRepoGEO

REPOGEO REPORT · LITE

David-patrick-chuks/Riona-AI-Agent

Default branch main · commit cfe2e0fb · scanned 7/1/2026, 5:16:52 PM

GitHub: 4,222 stars · 869 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
28 /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
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 David-patrick-chuks/Riona-AI-Agent, 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 relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-agent, social-media-automation, instagram-automation, twitter-automation, nodejs, typescript, browser-automation, content-generation, scheduling
  • highabout#2
    Update the repository description to be more specific

    Why:

    CURRENT
    Riona Ai Agent 🌸 is built using Node.js and TypeScript 🛠️, designed for seamless job execution 📸. It's lightweight, efficient, and still evolving 🚧—exciting new features coming soon! 🌟
    COPY-PASTE FIX
    Riona AI Agent is an AI-powered social automation platform for Instagram and X/Twitter, combining browser automation, AI content, and scheduling.
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    (Add the URL for your project's main website or social presence, e.g., your Twitter profile or a dedicated project page)

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 David-patrick-chuks/Riona-AI-Agent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
strapi/strapi
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. strapi/strapi · recommended 1×
  2. OpenAI API · recommended 1×
  3. axios/axios · recommended 1×
  4. node-fetch/node-fetch · recommended 1×
  5. nestjs/nest · recommended 1×
  • CATEGORY QUERY
    Looking for a Node.js tool to automate social media tasks with AI content generation.
    you: not recommended
    AI recommended (in order):
    1. Strapi (strapi/strapi)
    2. OpenAI API
    3. axios (axios/axios)
    4. node-fetch (node-fetch/node-fetch)
    5. NestJS (nestjs/nest)
    6. twitter-api-v2 (PLhery/node-twitter-api-v2)
    7. facebook-nodejs-business-sdk (facebook/facebook-nodejs-business-sdk)
    8. linkedin-api-v2 (tony-xlh/linkedin-api-v2)
    9. Express.js (expressjs/express)
    10. node-schedule (node-schedule/node-schedule)
    11. cron (node-cron/node-cron)
    12. AdonisJS (adonisjs/core)
    13. Next.js (vercel/next.js)
    14. PostgreSQL (postgres/postgres)
    15. Prisma (prisma/prisma)
    16. MongoDB (mongodb/mongo)
    17. Mongoose (Automattic/mongoose)

    AI recommended 17 alternatives but never named David-patrick-chuks/Riona-AI-Agent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to build an AI agent for Instagram and Twitter with browser automation?
    you: not recommended
    AI recommended (in order):
    1. Selenium
    2. Playwright
    3. Puppeteer
    4. Beautiful Soup 4
    5. Requests
    6. Instaloader
    7. Tweepy
    8. TensorFlow
    9. PyTorch
    10. scikit-learn
    11. Hugging Face Transformers

    AI recommended 11 alternatives but never named David-patrick-chuks/Riona-AI-Agent. 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 David-patrick-chuks/Riona-AI-Agent?
    pass
    AI named David-patrick-chuks/Riona-AI-Agent explicitly

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

  • If a team adopts David-patrick-chuks/Riona-AI-Agent in production, what risks or prerequisites should they evaluate first?
    pass
    AI named David-patrick-chuks/Riona-AI-Agent 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 David-patrick-chuks/Riona-AI-Agent solve, and who is the primary audience?
    pass
    AI did not name David-patrick-chuks/Riona-AI-Agent — 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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David-patrick-chuks/Riona-AI-Agent — 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