RRepoGEO

REPOGEO REPORT · LITE

salesforce/DialogStudio

Default branch main · commit 3e54576b · scanned 6/1/2026, 7:16:50 PM

GitHub: 522 stars · 37 forks

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 salesforce/DialogStudio, 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
    Add a concise introductory paragraph to the README

    Why:

    COPY-PASTE FIX
    Add the following paragraph immediately after the main H1 and before the 'News!' section:

DialogStudio is a comprehensive open-source platform providing the richest and most diverse unified dataset collection, alongside instruction-aware models, specifically designed for advancing conversational AI research and development. It enables researchers and developers to build, evaluate, and analyze advanced natural language dialog systems by leveraging a wide array of high-quality datasets and pre-trained models.
  • mediumabout#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://huggingface.co/datasets/Salesforce/dialogstudio
  • lowtopics#3
    Add 'ai-agent' to the repository topics

    Why:

    CURRENT
    conversational-ai, dataset, dialog, instruction-tuning, language-model, natural-language-generation, natural-language-understanding, open-domain-dialog, open-source, question-answering
    COPY-PASTE FIX
    conversational-ai, dataset, dialog, instruction-tuning, language-model, natural-language-generation, natural-language-understanding, open-domain-dialog, open-source, question-answering, ai-agent

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/DialogStudio
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Alpaca (Stanford Alpaca)
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Alpaca (Stanford Alpaca) · recommended 1×
  2. ShareGPT (OpenAssistant Conversations Dataset - OACD) · recommended 1×
  3. FLAN (Fine-tuned LAnguage Net) · recommended 1×
  4. Dolly (Databricks Dolly) · recommended 1×
  5. CoT (Chain-of-Thought) Datasets · recommended 1×
  • CATEGORY QUERY
    Where can I find diverse datasets for training instruction-aware conversational AI models?
    you: not recommended
    AI recommended (in order):
    1. Alpaca (Stanford Alpaca)
    2. ShareGPT (OpenAssistant Conversations Dataset - OACD)
    3. FLAN (Fine-tuned LAnguage Net)
    4. Dolly (Databricks Dolly)
    5. CoT (Chain-of-Thought) Datasets
    6. P3 (Public Pool of Prompts)
    7. WizardLM (Evol-Instruct)

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

    Show full AI answer
  • CATEGORY QUERY
    What open-source models are available for building advanced natural language dialog systems?
    you: not recommended
    AI recommended (in order):
    1. Llama 3 (8B and 70B Instruct)
    2. Mistral 7B Instruct / Mixtral 8x7B Instruct
    3. Gemma (2B and 7B Instruct)
    4. Falcon (7B and 40B Instruct)
    5. OpenChat 3.5
    6. Vicuna (7B and 13B)

    AI recommended 6 alternatives but never named salesforce/DialogStudio. 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/DialogStudio?
    pass
    AI named salesforce/DialogStudio explicitly

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

  • If a team adopts salesforce/DialogStudio in production, what risks or prerequisites should they evaluate first?
    pass
    AI named salesforce/DialogStudio 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/DialogStudio solve, and who is the primary audience?
    pass
    AI named salesforce/DialogStudio 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/DialogStudio. 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/salesforce/DialogStudio.svg)](https://repogeo.com/en/r/salesforce/DialogStudio)
HTML
<a href="https://repogeo.com/en/r/salesforce/DialogStudio"><img src="https://repogeo.com/badge/salesforce/DialogStudio.svg" alt="RepoGEO" /></a>
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