RRepoGEO

REPOGEO REPORT · LITE

codota/tabnine-vscode

Default branch master · commit 6312d789 · scanned 5/30/2026, 4:31:41 PM

GitHub: 1,440 stars · 202 forks

AI VISIBILITY SCORE
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 codota/tabnine-vscode, 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
  • highabout#1
    Strengthen the 'about' description to explicitly state its role as an official VS Code extension

    Why:

    CURRENT
    Visual Studio Code client for Tabnine. https://marketplace.visualstudio.com/items?itemName=TabNine.tabnine-vscode
    COPY-PASTE FIX
    The official Tabnine AI Code Assistant extension for Visual Studio Code, providing advanced AI-powered code completion and chat. Available on the VS Code Marketplace.
  • mediumtopics#2
    Add more specific topics related to AI assistance and code completion

    Why:

    CURRENT
    artificial-intelligence, autocomplete, bash, c, cpp, golang, gpt-2, java, javascript, lua, php, python, ruby, rust, swift, typescript, vscode, vscode-extension
    COPY-PASTE FIX
    artificial-intelligence, ai-assistant, autocomplete, code-completion, bash, c, cpp, golang, gpt-2, java, javascript, lua, php, python, ruby, rust, swift, typescript, vscode, vscode-extension
  • lowreadme#3
    Add a dedicated section in the README for security, privacy, and enterprise considerations

    Why:

    COPY-PASTE FIX
    Add a new top-level section to the README, e.g., '## Security, Privacy, and Enterprise Considerations', and elaborate on these points, including data handling, local model options, and compliance.

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 codota/tabnine-vscode
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. Codeium · recommended 2×
  3. Amazon CodeWhisperer · recommended 2×
  4. IntelliCode · recommended 2×
  5. Tabnine · recommended 1×
  • CATEGORY QUERY
    Looking for a smart AI code completion extension for Visual Studio Code to boost productivity.
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine
    3. Codeium
    4. Amazon CodeWhisperer
    5. IntelliCode

    AI recommended 5 alternatives but never named codota/tabnine-vscode. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the top AI coding assistants for VS Code supporting multiple programming languages?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine (codota/Tabnine)
    3. Codeium
    4. Amazon CodeWhisperer
    5. IntelliCode
    6. Pylance (microsoft/pylance-release)

    AI recommended 6 alternatives but never named codota/tabnine-vscode. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 codota/tabnine-vscode?
    pass
    AI named codota/tabnine-vscode explicitly

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

  • If a team adopts codota/tabnine-vscode in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name codota/tabnine-vscode — 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?

  • In one sentence, what problem does the repo codota/tabnine-vscode solve, and who is the primary audience?
    pass
    AI named codota/tabnine-vscode explicitly

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