REPOGEO REPORT · LITE

sopaco/deepwiki-rs

Default branch main · commit 6bd83afa · scanned 6/28/2026, 7:31:56 AM

GitHub: 1,052 stars · 130 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)

3 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 sopaco/deepwiki-rs, 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 core value proposition to the README H1

Why:

CURRENT

# 👋 What's Litho

COPY-PASTE FIX

# Litho (deepwiki-rs): High-Performance AI-Driven Documentation & C4 Model Generator for Rust Codebases

mediumtopics#2

Expand topics with functional keywords

Why:

CURRENT

claude, deepseek, deepwiki, llm, mistral, openai, openrouter, rust, wiki

COPY-PASTE FIX

claude, deepseek, deepwiki, llm, mistral, openai, openrouter, rust, wiki, documentation-generator, code-to-docs, c4-model, architecture-diagrams, technical-documentation

mediumreadme#3

Clarify README's initial descriptive paragraph

Why:

CURRENT

Litho is an AI-powered documentation generation engine that automatically analyzes your source code and generates comprehensive, professional architecture documentation in the C4 model format. No more manual documentation that falls behind code changes - Litho keeps your documentation perfectly in sync with your codebase.

COPY-PASTE FIX

Litho (deepwiki-rs) is a high-performance, AI-powered documentation generation engine built with Rust. It automatically analyzes your source code to generate comprehensive, professional architecture documentation in the C4 model format and structured Repo-Wikis. Litho eliminates the burden of manual documentation, keeping your technical docs perfectly in sync with your codebase and ready for human teams and intelligent agents.

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 sopaco/deepwiki-rs

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

GitHub Copilot

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

GitHub Copilot · recommended 1×
Swimm · recommended 1×
Documatic · recommended 1×
Mintlify · recommended 1×
Tabnine · recommended 1×

CATEGORY QUERY
How can I automatically generate comprehensive and up-to-date technical documentation from my codebase using AI?
you: not recommended
AI recommended (in order):
1. GitHub Copilot
2. Swimm
3. Documatic
4. Mintlify
5. Tabnine
6. OpenAI API
7. Google Cloud Vertex AI
AI recommended 7 alternatives but never named sopaco/deepwiki-rs. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are the best tools for generating a wiki or C4 model architecture diagrams from Rust code?
you: not recommended
AI recommended (in order):
1. PlantUML
2. C4-PlantUML
3. cargo-c4
4. cargo depgraph
5. rustdoc
6. Mermaid
7. syn
8. Graphviz
9. Doxygen
10. rust-doxygen
11. draw.io
12. Lucidchart
13. Draw.io Integration
14. PlantUML Preview
AI recommended 14 alternatives but never named sopaco/deepwiki-rs. 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 sopaco/deepwiki-rs?
pass
AI named sopaco/deepwiki-rs explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts sopaco/deepwiki-rs in production, what risks or prerequisites should they evaluate first?
pass
AI named sopaco/deepwiki-rs 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 sopaco/deepwiki-rs solve, and who is the primary audience?
pass
AI named sopaco/deepwiki-rs 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 sopaco/deepwiki-rs. 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)

[![RepoGEO](https://repogeo.com/badge/sopaco/deepwiki-rs.svg)](https://repogeo.com/en/r/sopaco/deepwiki-rs)

HTML

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

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