RRepoGEO

REPOGEO REPORT · LITE

AI-Citizen/SolidGPT

Default branch main · commit f39ee7da · scanned 6/25/2026, 5:41:50 PM

GitHub: 1,794 stars · 135 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)

3 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 AI-Citizen/SolidGPT, 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 H1 and opening paragraph to clearly state core purpose

    Why:

    CURRENT
    # 🧱 SolidGPT

# ❗️❗️We solemnly declare:
**We have NOT issued any cryptocurrency.Any cryptocurrency claiming to be issued in our name is a SCAM. Please stay vigilant and avoid being deceived.**

# 🚀 What's this
SolidGPT is a AI searching assistant for developer that helps code and workspace semantic search
    COPY-PASTE FIX
    # SolidGPT: AI Semantic Search Assistant for Developers

SolidGPT is an AI-powered assistant designed specifically for developers, enabling semantic search across your codebase and linked documentation. It helps you quickly find relevant code snippets, understand project context, and leverage your knowledge base with intelligent search capabilities.

# ❗️❗️We solemnly declare:
**We have NOT issued any cryptocurrency. Any cryptocurrency claiming to be issued in our name is a SCAM. Please stay vigilant and avoid being deceived.**
  • highreadme#2
    Expand README's 'What's this' section with competitor-aligned keywords and use cases

    Why:

    CURRENT
    SolidGPT is a AI searching assistant for developer that helps code and workspace semantic search
    COPY-PASTE FIX
    SolidGPT is an AI-powered assistant designed specifically for developers, enabling semantic search across your codebase and linked documentation. It helps you quickly find relevant code snippets, understand project context, and leverage your knowledge base with intelligent search capabilities. Think of it as your personal AI assistant for code understanding, contextual search, and RAG (Retrieval Augmented Generation) over your project files and Notion pages, similar to tools like Glean or Cody.
  • mediumabout#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://marketplace.visualstudio.com/items?itemName=SolidGPT.solidgpt

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 AI-Citizen/SolidGPT
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Glean
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Glean · recommended 2×
  2. Cody (Sourcegraph) · recommended 1×
  3. Swimm · recommended 1×
  4. Haystack (deepset.ai) · recommended 1×
  5. Elasticsearch · recommended 1×
  • CATEGORY QUERY
    What are AI tools for semantic search across my developer codebase and linked documentation?
    you: not recommended
    AI recommended (in order):
    1. Glean
    2. Cody (Sourcegraph)
    3. Swimm
    4. Haystack (deepset.ai)
    5. Elasticsearch
    6. Vespa
    7. OpenSearch
    8. OpenAI's embeddings
    9. Hugging Face models
    10. GitHub Copilot Chat

    AI recommended 10 alternatives but never named AI-Citizen/SolidGPT. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI assistant to help developers semantically search project files and knowledge bases.
    you: not recommended
    AI recommended (in order):
    1. Glean
    2. Cody (sourcegraph/cody)
    3. GitHub Copilot Enterprise
    4. OpenAI Assistants API
    5. Pinecone
    6. Weaviate (weaviate/weaviate)
    7. ChromaDB (chroma-core/chroma)
    8. You.com

    AI recommended 8 alternatives but never named AI-Citizen/SolidGPT. 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 AI-Citizen/SolidGPT?
    pass
    AI named AI-Citizen/SolidGPT explicitly

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite