RRepoGEO

REPOGEO REPORT · LITE

Storybloq/storybloq

Default branch main · commit 87f2de09 · scanned 6/14/2026, 11:06:59 AM

GitHub: 613 stars · 28 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 Storybloq/storybloq, 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
  • highabout#1
    Clarify 'About' description to emphasize AI coding developer tool

    Why:

    CURRENT
    Cross-session context for Claude Code. CLI + MCP server + /story skill that tracks tickets, issues, handovers, and roadmap in a .story/ directory.
    COPY-PASTE FIX
    Storybloq: A developer tool for cross-session context in AI coding (especially Claude Code). CLI + MCP server + /story skill to track tickets, issues, handovers, and roadmap in a .story/ directory, ensuring AI-powered workflow continuity.
  • mediumreadme#2
    Strengthen README's opening to clearly position as AI coding context tool

    Why:

    CURRENT
    Cross-session context persistence for AI coding. A file convention, a CLI, an MCP server, and a Claude Code skill that together turn every coding session into a building block instead of a reset.
    COPY-PASTE FIX
    Storybloq is your dedicated developer tool for AI coding context management. It provides cross-session context persistence for AI coding assistants like Claude Code, using a file convention, a CLI, an MCP server, and a Claude Code skill to turn every coding session into a building block instead of a reset.
  • mediumtopics#3
    Expand topics to improve visibility for AI coding context queries

    Why:

    CURRENT
    agentic-development, ai-development, anthropic, claude-code, claude-skill, cli, context-management, developer-tools, handover, mac-app, macos, mcp, mcp-server, project-management, session-continuity, typescript, workflow
    COPY-PASTE FIX
    agentic-development, ai-development, ai-context, ai-workflow, anthropic, claude-code, claude-skill, cli, coding-assistant, context-management, developer-tools, handover, mac-app, macos, mcp, mcp-server, project-management, session-continuity, typescript, workflow

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 Storybloq/storybloq
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
VS Code
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. VS Code · recommended 2×
  2. GitHub Copilot Chat · recommended 1×
  3. Cursor · recommended 1×
  4. Continue-team/continue · recommended 1×
  5. OpenAI Playground · recommended 1×
  • CATEGORY QUERY
    How can I maintain project context across multiple AI coding assistant sessions?
    you: not recommended
    AI recommended (in order):
    1. VS Code
    2. GitHub Copilot Chat
    3. Cursor
    4. Continue.dev (Continue-team/continue)
    5. OpenAI Playground
    6. ChatGPT
    7. LangChain (langchain-ai/langchain)
    8. LlamaIndex (run-llama/llama_index)
    9. Pinecone
    10. ChromaDB (chroma-core/chroma)
    11. Weaviate (weaviate/weaviate)

    AI recommended 11 alternatives but never named Storybloq/storybloq. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help manage development workflow and context for AI-powered coding projects?
    you: not recommended
    AI recommended (in order):
    1. JupyterLab
    2. VS Code
    3. Python (VS Code extension)
    4. Jupyter (VS Code extension)
    5. GitLens
    6. Remote - SSH
    7. Dev Containers
    8. MLflow
    9. Weights & Biases
    10. DVC
    11. GitHub
    12. GitLab
    13. Bitbucket
    14. Docker
    15. Podman

    AI recommended 15 alternatives but never named Storybloq/storybloq. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 Storybloq/storybloq?
    pass
    AI named Storybloq/storybloq explicitly

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

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