RRepoGEO

REPOGEO REPORT · LITE

wesm/agentsview

Default branch main · commit 1fc423a7 · scanned 6/17/2026, 2:06:50 PM

GitHub: 2,778 stars · 241 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 wesm/agentsview, 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 descriptive topics to the repository

    Why:

    COPY-PASTE FIX
    ai-agents, coding-assistants, llm-analytics, local-first, session-tracking, cost-management, developer-tools, claude, codex
  • highreadme#2
    Strengthen the README's opening to highlight "local-first" and "coding agent analytics"

    Why:

    CURRENT
    # agentsview

Browse, search, and track costs across all your AI coding agents. One binary, no accounts, everything local.
    COPY-PASTE FIX
    # agentsview: Local-First Analytics for AI Coding Agents

Browse, search, and track costs, sessions, and insights across all your AI coding agents (Claude Code, Codex, and 20+ others). One binary, no accounts, everything local.
  • mediumabout#3
    Refine the repository description for clarity and impact

    Why:

    CURRENT
    Local-first session search, analytics, insights, and token use statistics for coding agents, supporting Claude Code, Codex, and more than 20 other agents.
    COPY-PASTE FIX
    Track, analyze, and optimize usage, costs, and sessions for all your AI coding agents (Claude Code, Codex, 20+ others) with a local-first dashboard.

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 wesm/agentsview
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI's API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI's API · recommended 1×
  2. wakatime/vscode-wakatime · recommended 1×
  3. wakatime/wakatime · recommended 1×
  4. mitmproxy/mitmproxy · recommended 1×
  5. langchain-ai/langchain · recommended 1×
  • CATEGORY QUERY
    How to track usage, costs, and session history across multiple AI coding assistants locally?
    you: not recommended
    AI recommended (in order):
    1. OpenAI's API
    2. Code Time (wakatime/vscode-wakatime)
    3. WakaTime (wakatime/wakatime)
    4. mitmproxy (mitmproxy/mitmproxy)
    5. LangChain (langchain-ai/langchain)
    6. LlamaIndex (run-llama/llama_index)
    7. LangSmith

    AI recommended 7 alternatives but never named wesm/agentsview. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools provide local analytics and insights for different AI developer agent interactions?
    you: not recommended
    AI recommended (in order):
    1. LangChain Plus (now LangSmith)
    2. OpenTelemetry
    3. Jaeger
    4. Zipkin
    5. WandB (Weights & Biases)
    6. MLflow Tracking
    7. ELK Stack
    8. Elasticsearch
    9. Logstash
    10. Kibana
    11. Grafana Loki
    12. Grafana

    AI recommended 12 alternatives but never named wesm/agentsview. 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 wesm/agentsview?
    pass
    AI named wesm/agentsview explicitly

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

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

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

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wesm/agentsview — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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