RRepoGEO

REPOGEO REPORT · LITE

DenisovAV/flutter_gemma

Default branch main · commit 0a6b54bb · scanned 6/9/2026, 1:32:20 PM

GitHub: 537 stars · 130 forks

AI VISIBILITY SCORE
28 /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
2 / 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 DenisovAV/flutter_gemma, 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 comprehensive topics to improve categorization

    Why:

    COPY-PASTE FIX
    flutter, gemma, llm, on-device-ai, local-ai, multimodal, fastvlm, qwen, deepseek, phi, smollm, machine-learning, mobile-ai, edge-ai
  • highreadme#2
    Reposition README opening to highlight multi-model and multimodal support

    Why:

    CURRENT
    Bring the power of Google's lightweight Gemma language models and other on-device LLMs directly to your Flutter applications. With Flutter Gemma, you can seamlessly incorporate advanced AI capabilities into your Flutter applications, all without relying on external servers.
    COPY-PASTE FIX
    Flutter Gemma is a powerful plugin that brings a wide range of on-device Large Language Models (LLMs) and Vision Language Models (VLMs), including Gemma, Qwen, DeepSeek, Phi, and FastVLM, directly to your Flutter applications. Seamlessly integrate advanced AI capabilities, including multimodal vision and audio support, without relying on external servers.
  • mediumabout#3
    Update the repository description to reflect multi-model and multimodal support

    Why:

    CURRENT
    The Flutter plugin allows running the Gemma AI model locally on a device from a Flutter application.
    COPY-PASTE FIX
    A Flutter plugin for running various on-device Large Language Models (LLMs) and Vision Language Models (VLMs) like Gemma, Qwen, DeepSeek, Phi, and FastVLM, with multimodal support, directly in your Flutter applications.

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 DenisovAV/flutter_gemma
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
TensorFlow Lite
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. TensorFlow Lite · recommended 2×
  2. tflite_flutter · recommended 2×
  3. tflite_flutter_helper · recommended 2×
  4. Core ML · recommended 2×
  5. ONNX Runtime · recommended 2×
  • CATEGORY QUERY
    How to integrate on-device large language models into a Flutter mobile application?
    you: not recommended
    AI recommended (in order):
    1. MediaPipe LLM Inference API
    2. TensorFlow Lite
    3. tflite_flutter
    4. tflite_flutter_helper
    5. Llama.cpp
    6. Core ML
    7. ONNX Runtime

    AI recommended 7 alternatives but never named DenisovAV/flutter_gemma. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What Flutter libraries support running various local AI models with multimodal capabilities?
    you: not recommended
    AI recommended (in order):
    1. TensorFlow Lite
    2. tflite_flutter
    3. tflite_flutter_helper
    4. MediaPipe
    5. google_mlkit_face_detection
    6. google_mlkit_text_recognition
    7. ONNX Runtime
    8. onnxruntime
    9. Core ML
    10. core_ml_flutter
    11. Android NNAPI
    12. PyTorch Mobile

    AI recommended 12 alternatives but never named DenisovAV/flutter_gemma. 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 DenisovAV/flutter_gemma?
    pass
    AI did not name DenisovAV/flutter_gemma — 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 DenisovAV/flutter_gemma in production, what risks or prerequisites should they evaluate first?
    pass
    AI named DenisovAV/flutter_gemma 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 DenisovAV/flutter_gemma solve, and who is the primary audience?
    pass
    AI named DenisovAV/flutter_gemma 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 DenisovAV/flutter_gemma. 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)
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DenisovAV/flutter_gemma — 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