RRepoGEO

REPOGEO REPORT · LITE

ibrahimcetin/reins

Default branch main · commit c4d0d1f6 · scanned 6/16/2026, 3:47:32 PM

GitHub: 502 stars · 80 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 ibrahimcetin/reins, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ollama, llm, ai, client, desktop-app, mobile-app, cross-platform, swiftui, kotlin-multiplatform
  • mediumreadme#2
    Reinforce the core purpose in the README's H1 and opening paragraph

    Why:

    CURRENT
    # Reins

Reins is a multi-platform, open-source, privacy-first app designed for Ollama users. **It simplifies chat configurations** with a user-friendly interface to configure system prompts, change the chat model, and adjust options for each conversation **individually**. Reins ensures a smooth, customizable experience for anyone working with self-hosted LLMs.
    COPY-PASTE FIX
    # Reins: A Cross-Platform Ollama Client

Reins is a multi-platform, open-source, privacy-first app designed for Ollama users. It serves as a comprehensive client for interacting with self-hosted Large Language Models (LLMs) via Ollama, simplifying chat configurations and offering a user-friendly interface across iOS, Android, macOS, Linux, and Windows.
  • lowreadme#3
    Add a 'Why Reins?' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section titled `## Why Reins?` after the 'Key Features' section, explaining what makes Reins a compelling choice for users seeking a cross-platform Ollama client, potentially mentioning its focus on individual chat configurations, privacy, and multi-platform support.

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 ibrahimcetin/reins
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LM Studio
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LM Studio · recommended 2×
  2. Pinokio · recommended 1×
  3. Ollama · recommended 1×
  4. LocalAI · recommended 1×
  5. Jan · recommended 1×
  • CATEGORY QUERY
    What cross-platform desktop and mobile app simplifies chatting with self-hosted large language models?
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Pinokio
    3. Ollama
    4. LocalAI
    5. Jan
    6. KoboldAI Client

    AI recommended 6 alternatives but never named ibrahimcetin/reins. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I manage and customize multiple Ollama chat sessions with different LLM settings?
    you: not recommended
    AI recommended (in order):
    1. Ollama WebUI (open-webui/open-webui)
    2. Continue.dev (Continue-team/continue)
    3. LangChain (langchain-ai/langchain)
    4. LlamaIndex (run-llama/llama_index)
    5. ollama Python library (ollama/ollama-python)
    6. LM Studio

    AI recommended 6 alternatives but never named ibrahimcetin/reins. 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 ibrahimcetin/reins?
    pass
    AI named ibrahimcetin/reins explicitly

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

  • If a team adopts ibrahimcetin/reins in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ibrahimcetin/reins 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 ibrahimcetin/reins solve, and who is the primary audience?
    pass
    AI named ibrahimcetin/reins 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 ibrahimcetin/reins. 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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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite