Analytics Module

Contents

• Analytics Module
  • Analytics Dashboard
    • Funnel Metrics
    • By Source
    • By Seniority
    • Weekly Time Series
  • LLM Usage Tracking
    • LLM Cost Dashboard

---

Analytics Dashboard

• A dedicated Analytics view surfaces read-only BI metrics derived from stored data.
• All metrics are computed from existing data; no additional writes are required.

Funnel Metrics

• Counts per status.
• Response rate: (interviewing + offer + rejected) / applied.
• Conversion rate: offer / applied.

By Source

• Posting count, response rate, and average days from application to first response, per source adapter.

By Seniority

• Posting count and response rate grouped by seniority level.

Weekly Time Series

• Application volume per calendar week over the past 12 weeks.

---

LLM Usage Tracking

• Every AI call made by the app (search term generation, affinity scoring, resume tailoring) is recorded.
• Each record stores: call type, model name, input token count, output token count, estimated cost in USD, and timestamp.
• Estimated cost is computed from a price table keyed on model name.

LLM Cost Dashboard

• Summary: all-time estimated spend and current-month estimated spend.
• By type: call count and total estimated cost broken down by call type (search_term_gen, affinity_scoring, resume_tailoring).