RRepoGEO

REPOGEO REPORT · LITE

cesarhuret/docGPT

Default branch main · commit d2294c1f · scanned 6/6/2026, 12:02:57 PM

GitHub: 672 stars · 93 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 cesarhuret/docGPT, 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 README H1/H2 to emphasize 'Google Docs/MS Word Add-on'

    Why:

    CURRENT
    <h1 align="center">
docGPT 📄
</h1>
<h2 align="center">
ChatGPT directly integrated into Google Docs 📑
</h2>
    COPY-PASTE FIX
    <h1 align="center">
docGPT 📄
</h1>
<h2 align="center">
ChatGPT Editor Add-on for Google Docs & MS Word 📑
</h2>
  • hightopics#2
    Add specific topics for discoverability

    Why:

    COPY-PASTE FIX
    google-docs, microsoft-word, chatgpt, ai-assistant, editor-add-on, office-productivity, text-generation
  • highlicense#3
    Add a LICENSE file to clarify usage terms

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root, specifying the chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).

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 cesarhuret/docGPT
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 1×
  2. Cohere API · recommended 1×
  3. Hugging Face Transformers · recommended 1×
  4. Writer API · recommended 1×
  5. Grammarly for Developers · recommended 1×
  • CATEGORY QUERY
    How to integrate an AI writing assistant directly into my online document editor?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Cohere API
    3. Hugging Face Transformers
    4. Writer API
    5. Grammarly for Developers
    6. Sapling AI API
    7. DeepL API

    AI recommended 7 alternatives but never named cesarhuret/docGPT. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best AI tools for text generation within common office productivity suites?
    you: not recommended
    AI recommended (in order):
    1. Microsoft Copilot
    2. Google Gemini
    3. GrammarlyGO
    4. Jasper
    5. Copy.ai
    6. ChatGPT

    AI recommended 6 alternatives but never named cesarhuret/docGPT. 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 cesarhuret/docGPT?
    pass
    AI named cesarhuret/docGPT explicitly

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

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

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

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cesarhuret/docGPT — 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