RRepoGEO

REPOGEO REPORT · LITE

KoboldAI/KoboldAI-Client

Default branch main · commit 1ce811c3 · scanned 6/21/2026, 9:12:03 AM

GitHub: 3,913 stars · 861 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
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 KoboldAI/KoboldAI-Client, 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 introduction to highlight core purpose first

    Why:

    CURRENT
    ## Looking for KoboldCpp?
KoboldAI is named after the KoboldAI software, currently our newer most popular program is KoboldCpp.

If you are reading this message you are on the page of the original KoboldAI sofware.

Prefer using KoboldCpp with GGUF models and the latest API features? You can visit https://koboldai.org/cpp

Need support for newer models such as Llama based models using the Huggingface / Exllama (safetensors/pytorch) platforms? Check out KoboldAI's development version KoboldAI United at https://koboldai.org/united

## KoboldAI - Your gateway to GPT writing

This is a browser-based front-end for AI-assisted writing with multiple local & remote AI models.
    COPY-PASTE FIX
    ## KoboldAI - Your gateway to GPT writing

This is a browser-based front-end for AI-assisted writing with multiple local & remote AI models. It offers the standard array of tools, including Memory, Author's Note, World Info, Save & Load, adjustable AI settings, formatting options, and the ability to import existing AI Dungeon adventures. You can also turn on Adventure mode and play the game like AI Dungeon Unleashed.

## Looking for KoboldCpp or KoboldAI United?

If you are looking for GGUF model support and the latest API features, visit KoboldCpp at https://koboldai.org/cpp. For newer models like Llama based models using the Huggingface / Exllama (safetensors/pytorch) platforms, check out KoboldAI's development version KoboldAI United at https://koboldai.org/united.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-assisted-writing, text-generation, llm, large-language-models, browser-frontend, creative-writing, storytelling, role-playing, local-llm, web-interface
  • mediumabout#3
    Update the repository description to reflect its core function

    Why:

    CURRENT
    For GGUF support, see KoboldCPP: https://github.com/LostRuins/koboldcpp
    COPY-PASTE FIX
    A browser-based front-end for AI-assisted creative writing and interactive storytelling with multiple local and remote AI models.

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 KoboldAI/KoboldAI-Client
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AI Dungeon
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. AI Dungeon · recommended 1×
  2. NovelAI · recommended 1×
  3. Hugging Face Transformers.js · recommended 1×
  4. Write With Transformer · recommended 1×
  5. TalkToTransformer · recommended 1×
  • CATEGORY QUERY
    What are good open-source browser tools for AI-assisted creative writing and interactive storytelling?
    you: not recommended
    AI recommended (in order):
    1. AI Dungeon
    2. NovelAI
    3. Hugging Face Transformers.js
    4. Write With Transformer
    5. TalkToTransformer
    6. TextSynth

    AI recommended 6 alternatives but never named KoboldAI/KoboldAI-Client. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a web-based interface to manage and interact with local large language models for text generation.
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Ollama
    3. text-generation-webui (oobabooga/text-generation-webui)
    4. Jan
    5. LocalAI
    6. KoboldAI Lite
    7. KoboldAI United

    AI recommended 7 alternatives but never named KoboldAI/KoboldAI-Client. 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 KoboldAI/KoboldAI-Client?
    pass
    AI named KoboldAI/KoboldAI-Client explicitly

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

  • If a team adopts KoboldAI/KoboldAI-Client in production, what risks or prerequisites should they evaluate first?
    pass
    AI named KoboldAI/KoboldAI-Client 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 KoboldAI/KoboldAI-Client solve, and who is the primary audience?
    pass
    AI named KoboldAI/KoboldAI-Client explicitly

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

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KoboldAI/KoboldAI-Client — 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