REPOGEO REPORT · LITE

Dicklesworthstone/your-source-to-prompt.html

Default branch main · commit 9cde605a · scanned 6/7/2026, 2:12:48 AM

GitHub: 756 stars · 67 forks

AI VISIBILITY SCORE

22 /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

1 / 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 Dicklesworthstone/your-source-to-prompt.html, 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 opening to clarify tool type

Why:

CURRENT

Wait, ANOTHER tool to take code files and turn them into a single prompt file for Large Language Models?

COPY-PASTE FIX

Your Source to Prompt is a secure, local, single-file HTML web application that helps you quickly turn your code projects into LLM prompts, all on your own machine.

mediumtopics#2

Add more specific topics for better categorization

Why:

CURRENT

developer-tools, javascript, llm, web-app

COPY-PASTE FIX

developer-tools, javascript, llm, web-app, prompt-engineering, code-to-prompt, local-first, offline-first, privacy, gui, html-app

lowlicense#3

Add a LICENSE file to the repository

Why:

COPY-PASTE FIX

Create a `LICENSE` file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0) and explicitly mention the license in the README.

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 Dicklesworthstone/your-source-to-prompt.html

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

ggerganov/llama.cpp

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

ggerganov/llama.cpp · recommended 1×
ollama/ollama · recommended 1×
imartinez/privateGPT · recommended 1×
langchain-ai/langchain · recommended 1×
HuggingFaceEmbeddings · recommended 1×

CATEGORY QUERY
How to securely convert local code repositories into LLM prompts without cloud upload?
you: not recommended
AI recommended (in order):
1. Llama.cpp (ggerganov/llama.cpp)
2. Ollama (ollama/ollama)
3. PrivateGPT (imartinez/privateGPT)
4. LangChain (langchain-ai/langchain)
5. HuggingFaceEmbeddings
6. all-MiniLM-L6-v2
7. bge-small-en-v1.5
8. CTransformers (marella/ctransformers)
9. LlamaIndex (run-llama/llama_index)
10. Sourcegraph (sourcegraph/sourcegraph)
11. OpenGrok (oracle/opengrok)
12. Tree-sitter (tree-sitter/tree-sitter)
13. tree-sitter-languages
AI recommended 13 alternatives but never named Dicklesworthstone/your-source-to-prompt.html. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Need a local web app to easily select and prepare code files for LLM prompting.
you: not recommended
AI recommended (in order):
1. VS Code
2. Code GPT
3. Continue
4. Python
5. Jupyter Notebook
6. JupyterLab
7. nbconvert
8. Obsidian
9. Dataview
10. JavaScript
11. Node.js
12. Electron
13. Sublime Text
14. Atom
15. GitKraken
16. GitHub Desktop
17. Notepad++
AI recommended 17 alternatives but never named Dicklesworthstone/your-source-to-prompt.html. 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 Dicklesworthstone/your-source-to-prompt.html?
pass
AI did not name Dicklesworthstone/your-source-to-prompt.html — 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 Dicklesworthstone/your-source-to-prompt.html in production, what risks or prerequisites should they evaluate first?
pass
AI named Dicklesworthstone/your-source-to-prompt.html 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 Dicklesworthstone/your-source-to-prompt.html solve, and who is the primary audience?
pass
AI did not name Dicklesworthstone/your-source-to-prompt.html — 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?

Embed your GEO score

Drop this badge into the README of Dicklesworthstone/your-source-to-prompt.html. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/Dicklesworthstone/your-source-to-prompt.html.svg)](https://repogeo.com/en/r/Dicklesworthstone/your-source-to-prompt.html)

HTML

<a href="https://repogeo.com/en/r/Dicklesworthstone/your-source-to-prompt.html"><img src="https://repogeo.com/badge/Dicklesworthstone/your-source-to-prompt.html.svg" alt="RepoGEO" /></a>

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Dicklesworthstone/your-source-to-prompt.html — 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