RRepoGEO

REPOGEO REPORT · LITE

f/agentlytics

Default branch master · commit 40e9d227 · scanned 6/14/2026, 1:33:08 PM

GitHub: 531 stars · 73 forks

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 f/agentlytics, 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
  • highlicense#1
    Add a LICENSE file or clarify license in README

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with your chosen license (e.g., MIT, Apache-2.0, GPL-3.0), or if a custom license applies, add a clear statement to the README under a 'License' section specifying its terms.
  • highabout#2
    Update the "About" description to clarify application type and core features

    Why:

    CURRENT
    Comprehensive analytics dashboard for AI coding agents — Cursor, Windsurf, Claude Code, VS Code Copilot, Zed, Antigravity, OpenCode, Command Code
    COPY-PASTE FIX
    A standalone, local-first analytics application and dashboard for AI coding agents (Cursor, Windsurf, Claude Code, VS Code Copilot, Zed, Antigravity, OpenCode, Command Code) to consolidate sessions and track costs.
  • mediumtopics#3
    Add more specific keywords to repository topics

    Why:

    CURRENT
    agentlytics, ai-coding-assistant, analytics, claude-code, cursor, dashboard, local-first, macos, nodejs, opencode, react, sqlite, vscode-copilot, windsurf, zed
    COPY-PASTE FIX
    agentlytics, ai-coding-assistant, analytics, claude-code, cursor, dashboard, local-first, macos, nodejs, opencode, react, sqlite, vscode-copilot, windsurf, zed, token-spending, cost-tracking, ide-integration, session-management

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 f/agentlytics
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Python
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Python · recommended 1×
  2. json · recommended 1×
  3. os · recommended 1×
  4. datetime · recommended 1×
  5. pandas · recommended 1×
  • CATEGORY QUERY
    How can I consolidate and analyze my AI coding assistant sessions from various IDEs?
    you: not recommended
    AI recommended (in order):
    1. Python
    2. json
    3. os
    4. datetime
    5. pandas
    6. watchdog
    7. VS Code Extensions API
    8. JetBrains IDE Plugin API
    9. Obsidian
    10. Obsidian Advanced URI plugin
    11. Obsidian Dataview plugin
    12. Alfred
    13. Raycast
    14. Ditto
    15. Evernote
    16. Notion
    17. OneNote
    18. Git
    19. GitKraken
    20. Sourcetree

    AI recommended 20 alternatives but never named f/agentlytics. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help track AI token spending and compare different coding assistant performance?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Playground/API Usage Dashboard
    2. LangChain
    3. Weights & Biases (W&B) Prompts
    4. Helicone.ai
    5. PromptLayer
    6. LiteLLM

    AI recommended 6 alternatives but never named f/agentlytics. 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 f/agentlytics?
    pass
    AI named f/agentlytics explicitly

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

  • If a team adopts f/agentlytics in production, what risks or prerequisites should they evaluate first?
    pass
    AI named f/agentlytics 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 f/agentlytics solve, and who is the primary audience?
    pass
    AI named f/agentlytics 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 f/agentlytics. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
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HTML
<a href="https://repogeo.com/en/r/f/agentlytics"><img src="https://repogeo.com/badge/f/agentlytics.svg" alt="RepoGEO" /></a>
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f/agentlytics — 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