RRepoGEO

REPOGEO REPORT · LITE

salesforce/CodeGen

Default branch main · commit 6f09e495 · scanned 5/21/2026, 8:42:04 PM

GitHub: 5,176 stars · 421 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 salesforce/CodeGen, 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 the README's opening paragraph to explicitly state its core function

    Why:

    CURRENT
    Official release for the **CodeGen1** and **CodeGen2** models (`350M`, `1B`, `3B`, `7B` `16B`) for **Program Synthesis** by Salesforce AI Research.
    COPY-PASTE FIX
    CodeGen is a family of open-source large language models (LLMs) specifically designed for advanced **code generation**, **program synthesis**, and **code completion**. Developed by Salesforce AI Research, CodeGen models (350M, 1B, 3B, 7B, 16B) offer competitive performance for developers and researchers building AI-powered coding tools.
  • mediumhomepage#2
    Add the official project homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://www.salesforceairesearch.com/codegen (or the correct official project URL)
  • lowtopics#3
    Expand repository topics with more specific code-related keywords

    Why:

    CURRENT
    codex, generativemodel, languagemodel, llm, programsynthesis, tpu-acceleration
    COPY-PASTE FIX
    codex, generativemodel, languagemodel, llm, programsynthesis, tpu-acceleration, code-generation, code-completion, ai-coding-assistant

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 salesforce/CodeGen
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Code Llama
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Code Llama · recommended 1×
  2. DeepSeek Coder · recommended 1×
  3. StarCoder2 · recommended 1×
  4. Phind-CodeLlama · recommended 1×
  5. WizardCoder · recommended 1×
  • CATEGORY QUERY
    What are good open-source large language models for generating code snippets?
    you: not recommended
    AI recommended (in order):
    1. Code Llama
    2. DeepSeek Coder
    3. StarCoder2
    4. Phind-CodeLlama
    5. WizardCoder
    6. Llama 2
    7. SantaCoder

    AI recommended 7 alternatives but never named salesforce/CodeGen. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI model to assist with code completion and program synthesis.
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine
    3. CodeWhisperer
    4. Google Gemini
    5. OpenAI Codex
    6. JetBrains AI Assistant

    AI recommended 6 alternatives but never named salesforce/CodeGen. 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 salesforce/CodeGen?
    pass
    AI did not name salesforce/CodeGen — 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 salesforce/CodeGen in production, what risks or prerequisites should they evaluate first?
    pass
    AI named salesforce/CodeGen 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 salesforce/CodeGen solve, and who is the primary audience?
    pass
    AI named salesforce/CodeGen explicitly

    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 salesforce/CodeGen. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
<a href="https://repogeo.com/en/r/salesforce/CodeGen"><img src="https://repogeo.com/badge/salesforce/CodeGen.svg" alt="RepoGEO" /></a>
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salesforce/CodeGen — 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