RRepoGEO

REPOGEO REPORT · LITE

specstoryai/getspecstory

Default branch dev · commit 49a3aab1 · scanned 5/10/2026, 12:06:55 PM

GitHub: 1,207 stars · 74 forks

AI VISIBILITY SCORE
33 /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
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 specstoryai/getspecstory, 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
    Clarify the README's opening statement to emphasize AI coding conversation management

    Why:

    CURRENT
    # Intent is the new source code
**Turn your AI development conversations into searchable, shareable knowledge.**
    COPY-PASTE FIX
    # SpecStory: Your AI Coding Assistant Conversation Hub
**Capture, organize, and share your AI development conversations across all your IDEs and tools.**
  • mediumtopics#2
    Add broader category topics for AI conversation and knowledge management

    Why:

    CURRENT
    ai, chat-history, claude, claude-code, codex, codex-cli, copilot, copilot-chat, cursor-ai, cursor-cli, cursorai, vscode, vscode-extension
    COPY-PASTE FIX
    ai, chat-history, claude, claude-code, codex, codex-cli, copilot, copilot-chat, cursor-ai, cursor-cli, cursorai, vscode, vscode-extension, ai-conversation-management, developer-tools, knowledge-management, team-collaboration, code-snippets
  • mediumreadme#3
    Add a 'Why SpecStory?' section to differentiate from generic tools

    Why:

    COPY-PASTE FIX
    ## Why SpecStory?
Unlike general note-taking apps or simple chat logs, SpecStory is purpose-built for AI development. We integrate directly with your AI IDEs and terminal agents (like Copilot Chat, Cursor, Claude Code) to capture structured conversations, code snippets, and architectural decisions. This isn't just chat history; it's searchable, shareable knowledge for your entire development team, designed to prevent loss of valuable AI-generated insights.

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 specstoryai/getspecstory
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Obsidian
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Obsidian · recommended 2×
  2. MemGPT · recommended 1×
  3. Smart Connections · recommended 1×
  4. Text Generator · recommended 1×
  5. Evernote · recommended 1×
  • CATEGORY QUERY
    How can I save and search my AI assistant chat history across different IDEs?
    you: not recommended
    AI recommended (in order):
    1. MemGPT
    2. Obsidian
    3. Smart Connections
    4. Text Generator
    5. Evernote
    6. OneNote
    7. PostgreSQL
    8. SQLite
    9. Streamlit
    10. Dash
    11. LangChain
    12. LlamaIndex

    AI recommended 12 alternatives but never named specstoryai/getspecstory. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help manage and share AI coding assistant interactions for team knowledge?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot Chat
    2. Slack
    3. Microsoft Teams
    4. Confluence
    5. Notion
    6. Jira
    7. Obsidian
    8. Logseq

    AI recommended 8 alternatives but never named specstoryai/getspecstory. 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 specstoryai/getspecstory?
    pass
    AI named specstoryai/getspecstory explicitly

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

  • If a team adopts specstoryai/getspecstory in production, what risks or prerequisites should they evaluate first?
    pass
    AI named specstoryai/getspecstory 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 specstoryai/getspecstory solve, and who is the primary audience?
    pass
    AI did not name specstoryai/getspecstory — 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?

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  • Brand-free category queries5 vs 2 in Lite
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