REPOGEO REPORT · LITE

superdoc-dev/superdoc

Default branch main · commit 95ce1762 · scanned 6/10/2026, 5:46:56 AM

GitHub: 727 stars · 151 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

40 /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

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 superdoc-dev/superdoc, 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

Update repository description for clarity

Why:

CURRENT

🦋️ SuperDoc - modern document editing

COPY-PASTE FIX

🦋️ SuperDoc - The open-source document engine for collaborative DOCX editing, rendering, and automation in the browser or server.

highreadme#2

Clarify core purpose in README's opening statement

Why:

CURRENT

The document engine for DOCX files. Renders, edits, and automates .docx files in the browser, headless on the server, and within AI agent workflows. Self-hosted. Open source. Works with React, Vue, and vanilla JS.

COPY-PASTE FIX

SuperDoc is the open-source document engine for DOCX files, designed for modern collaborative editing. It renders, edits, and automates .docx files in the browser, headless on the server, and can be integrated into AI agent workflows for document manipulation, *not code generation*. Self-hosted, works with React, Vue, and vanilla JS.

mediumtopics#3

Add more specific document editing topics

Why:

CURRENT

["collaborative", "docx", "editor", "harbour", "javascript", "ms-word", "ms-word-docx-file", "pdf", "real-time", "rich-text-editor", "wysiwyg"]

COPY-PASTE FIX

["collaborative", "docx", "document-editor", "editor", "harbour", "javascript", "ms-word", "ms-word-docx-file", "pdf", "real-time", "rich-text-editor", "word-processor", "wysiwyg"]

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 superdoc-dev/superdoc

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

TinyMCE

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

TinyMCE · recommended 2×
CKEditor 5 · recommended 2×
mammoth.js · recommended 2×
OnlyOffice Document Server · recommended 1×
Collabora Online · recommended 1×

CATEGORY QUERY
How to integrate a collaborative rich-text editor for DOCX files into my web application?
you: not recommended
AI recommended (in order):
1. TinyMCE
2. CKEditor 5
3. OnlyOffice Document Server
4. Collabora Online
5. Froala Editor
6. Quill
7. Yjs
8. ShareDB
9. mammoth.js
AI recommended 9 alternatives but never named superdoc-dev/superdoc. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What open-source JavaScript library allows editing and rendering MS Word documents in the browser?
you: not recommended
AI recommended (in order):
1. mammoth.js
2. Docx.js
3. CKEditor 5
4. TinyMCE
5. Google Docs
6. Microsoft 365
AI recommended 6 alternatives but never named superdoc-dev/superdoc. 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 superdoc-dev/superdoc?
pass
AI named superdoc-dev/superdoc explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts superdoc-dev/superdoc in production, what risks or prerequisites should they evaluate first?
pass
AI named superdoc-dev/superdoc 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 superdoc-dev/superdoc solve, and who is the primary audience?
pass
AI named superdoc-dev/superdoc 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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Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/superdoc-dev/superdoc.svg)](https://repogeo.com/en/r/superdoc-dev/superdoc)

HTML

<a href="https://repogeo.com/en/r/superdoc-dev/superdoc"><img src="https://repogeo.com/badge/superdoc-dev/superdoc.svg" alt="RepoGEO" /></a>

Pro

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superdoc-dev/superdoc — 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