RRepoGEO

REPOGEO REPORT · LITE

cporter202/lovable-for-beginners

Default branch main · commit 12302a5d · scanned 6/12/2026, 6:39:20 AM

GitHub: 536 stars · 91 forks

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 cporter202/lovable-for-beginners, 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
    Update repository topics with broader category terms

    Why:

    CURRENT
    create-apps, create-react-app, lovable, lovable-ai, lovable-app, lovable-dev, vibe-coded, vibe-coding, vibecoding
    COPY-PASTE FIX
    create-apps, create-react-app, lovable, lovable-ai, lovable-app, lovable-dev, vibe-coded, vibe-coding, vibecoding, no-code, low-code, ai-app-builder, full-stack-development, web-development, beginner-friendly
  • mediumlicense#2
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a `LICENSE` file in the root of the repository containing the chosen open-source license text.
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    Add `https://lovable.dev` to the repository's homepage field in the About section.

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 cporter202/lovable-for-beginners
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Softr
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Softr · recommended 2×
  2. AppGyver (SAP Build Apps) · recommended 2×
  3. Bubble.io · recommended 1×
  4. Adalo · recommended 1×
  5. Webflow · recommended 1×
  • CATEGORY QUERY
    How can I quickly develop full-stack web applications using AI without traditional coding?
    you: not recommended
    AI recommended (in order):
    1. Bubble.io
    2. Adalo
    3. Softr
    4. Webflow
    5. AppGyver (SAP Build Apps)

    AI recommended 5 alternatives but never named cporter202/lovable-for-beginners. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for beginner-friendly tools to create web applications by describing requirements in natural language.
    you: not recommended
    AI recommended (in order):
    1. ChatGPT Code Interpreter / Advanced Data Analysis
    2. Durable.co
    3. AppGyver (SAP Build Apps)
    4. Softr
    5. Bubble

    AI recommended 5 alternatives but never named cporter202/lovable-for-beginners. 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 cporter202/lovable-for-beginners?
    pass
    AI named cporter202/lovable-for-beginners explicitly

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

  • If a team adopts cporter202/lovable-for-beginners in production, what risks or prerequisites should they evaluate first?
    pass
    AI named cporter202/lovable-for-beginners 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 cporter202/lovable-for-beginners solve, and who is the primary audience?
    pass
    AI did not name cporter202/lovable-for-beginners — 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

Drop this badge into the README of cporter202/lovable-for-beginners. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/cporter202/lovable-for-beginners.svg)](https://repogeo.com/en/r/cporter202/lovable-for-beginners)
HTML
<a href="https://repogeo.com/en/r/cporter202/lovable-for-beginners"><img src="https://repogeo.com/badge/cporter202/lovable-for-beginners.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

cporter202/lovable-for-beginners — 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