REPOGEO REPORT · LITE
BruceMacD/chatd
Default branch main · commit a2160988 · scanned 6/20/2026, 9:01:48 PM
GitHub: 1,082 stars · 77 forks
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.
2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).
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 BruceMacD/chatd, 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.
- highreadme#1Reposition README opening to emphasize desktop app and local AI
Why:
CURRENTChat with your documents using local AI. All your data stays on your computer and is never sent to the cloud. Chatd is a completely private and secure way to interact with your documents. Chatd is a desktop application that lets you use a local large language model (`Mistral-7B`) to chat with your documents.
COPY-PASTE FIXChatd is a **private, secure desktop application** that lets you chat with your documents using **local AI models** like Mistral-7B. All your data stays on your computer and is never sent to the cloud. Unlike other solutions, Chatd comes with the local LLM runner packaged in, so you don't need to install anything else to get started.
- mediumreadme#2Add a "Why Choose Chatd?" comparison section to README
Why:
COPY-PASTE FIX## Why Choose Chatd? Chatd differentiates itself from other local AI document chat solutions like LM Studio, Ollama, or PrivateGPT by offering a **fully self-contained desktop application**. Its key advantage is that it comes with the local LLM runner (Ollama) packaged in, meaning you don't need to install anything else to use chatd – just run the executable. This provides a truly zero-setup, private, and secure way to interact with your documents locally.
- lowtopics#3Expand topics with more specific keywords
Why:
CURRENTchat, desktop, electron, llama2, llm, mistral, mistral-7b, ollama, rag
COPY-PASTE FIXchat, desktop, electron, llama2, llm, mistral, mistral-7b, ollama, rag, desktop-app, local-ai, private-ai, offline-ai
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.
- LM Studio · recommended 1×
- Ollama · recommended 1×
- PrivateGPT · recommended 1×
- LlamaIndex · recommended 1×
- LangChain · recommended 1×
- CATEGORY QUERYHow can I securely chat with my local documents using a private AI model?you: not recommendedAI recommended (in order):
- LM Studio
- Ollama
- PrivateGPT
- LlamaIndex
- LangChain
- Hugging Face `transformers` library
- LocalAI
AI recommended 7 alternatives but never named BruceMacD/chatd. This is the gap to close.
Show full AI answer
- CATEGORY QUERYLooking for a desktop app to interact with documents using a self-contained local LLM.you: not recommendedAI recommended (in order):
- LM Studio (lmstudio-ai/lmstudio)
- Ollama (ollama/ollama)
- GPT4All (nomic-ai/gpt4all)
- PrivateGPT (imartinez/privateGPT)
- LocalAI (mudler/LocalAI)
- Jan (janhq/jan)
AI recommended 6 alternatives but never named BruceMacD/chatd. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesspass
- README presencepass
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 BruceMacD/chatd?passAI did not name BruceMacD/chatd — 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 BruceMacD/chatd in production, what risks or prerequisites should they evaluate first?passAI named BruceMacD/chatd 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 BruceMacD/chatd solve, and who is the primary audience?passAI named BruceMacD/chatd 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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BruceMacD/chatd — 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