RRepoGEO

REPOGEO REPORT · LITE

joshpxyne/gpt-migrate

Default branch main · commit 262cabb5 · scanned 5/23/2026, 1:03:00 PM

GitHub: 6,979 stars · 506 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
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 joshpxyne/gpt-migrate, 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 specific topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    llm, code-migration, ai-code-generation, framework-migration, language-migration, gpt, openai, code-refactoring, developer-tools
  • highreadme#2
    Strengthen README opening to emphasize LLM-powered, full codebase migration

    Why:

    CURRENT
    **Easily migrate your codebase from one framework or language to another.**
    COPY-PASTE FIX
    **Automate complex, full-codebase migrations between frameworks or languages using advanced LLMs like GPT-4.**
  • mediumcomparison#3
    Add a 'Comparison to Alternatives' section in the README

    Why:

    COPY-PASTE FIX
    Add a new section titled '## 💡 How is GPT-Migrate different?' or '## Comparison to Alternatives'. In this section, explain that while tools like GitHub Copilot assist with code completion, and tools like Comby or Babel perform static analysis/transpilation, GPT-Migrate uniquely leverages advanced LLMs for comprehensive, high-level codebase migrations across frameworks and languages, rather than just snippets or syntax changes.

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 joshpxyne/gpt-migrate
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 2×
  2. Coccinelle · recommended 1×
  3. Comby · recommended 1×
  4. Babel · recommended 1×
  5. Roslyn · recommended 1×
  • CATEGORY QUERY
    How can I automate the process of migrating a large codebase to a different programming language?
    you: not recommended
    AI recommended (in order):
    1. Coccinelle
    2. Comby
    3. Babel
    4. Roslyn
    5. go/ast
    6. parso
    7. tree-sitter
    8. OpenRewrite
    9. sed
    10. awk
    11. 2to3
    12. js-to-ts-converter
    13. GitHub Copilot
    14. ChatGPT

    AI recommended 14 alternatives but never named joshpxyne/gpt-migrate. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI tools can assist with converting an application from one framework to another?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. GitLab Duo Code Suggestions
    3. Amazon CodeWhisperer
    4. OpenAI ChatGPT
    5. Google Gemini
    6. Anthropic Claude
    7. Blackbox AI
    8. Tabnine
    9. CodiumAI
    10. DeepCode AI

    AI recommended 10 alternatives but never named joshpxyne/gpt-migrate. 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 joshpxyne/gpt-migrate?
    pass
    AI named joshpxyne/gpt-migrate explicitly

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

  • If a team adopts joshpxyne/gpt-migrate in production, what risks or prerequisites should they evaluate first?
    pass
    AI named joshpxyne/gpt-migrate 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 joshpxyne/gpt-migrate solve, and who is the primary audience?
    pass
    AI named joshpxyne/gpt-migrate explicitly

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

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joshpxyne/gpt-migrate — 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