Keitaro Reports & Analytics

Process

1. Read keitaro/references/keitaro-api.md for report endpoint
2. Read keitaro/references/verticals.md for vertical-specific benchmarks
3. Parse what user wants to see (grouping, metrics, date range, filters)
4. Build report via POST /report/build
5. Format and display with color-coded health indicators

Report Builder

Default Report (when user just says "show stats")

{
  "range": {"from": "<7 days ago>", "to": "<today>", "timezone": "UTC"},
  "metrics": ["clicks", "campaign_unique_clicks", "conversions", "revenue", "cost", "profit", "roi", "cr", "epc"],
  "grouping": ["campaign_id"],
  "sort": [{"name": "cost", "order": "desc"}],
  "summary": true,
  "limit": 50
}

Common Report Types

"What's performing?" → Top campaigns by ROI (ROI > 0, sorted desc) "What's losing money?" → Campaigns with negative profit, sorted by loss "Show me campaign 12 by GEO" → Campaign filter + country grouping "Landing performance for campaign 12" → Campaign filter + landing_page_id grouping "Hourly breakdown today" → Today range + hour grouping "Compare this week vs last week" → Two report calls, side by side

Output Format

Campaign Overview

Campaign Performance (Mar 20-27, 2026)
──────────────────────────────────────────────────────────────────
ID  | Name           | Clicks | Conv | Revenue | Cost   | Profit  | ROI    | CR
12  | gambling_de     | 5,432  | 89   | $4,450  | $2,716 | $1,734  | +63%   | 1.6%
15  | crypto_at       | 1,203  | 12   | $2,400  | $1,804 | $596    | +33%   | 1.0%
18  | nutra_br        | 890    | 45   | $675    | $445   | $230    | +52%   | 5.1%
21  | dating_us       | 3,210  | 28   | $140    | $321   | -$181   | -56%   | 0.9%
──────────────────────────────────────────────────────────────────
Total                 | 10,735 | 174  | $7,665  | $5,286 | $2,379  | +45%   | 1.6%

Flow Breakdown

Campaign #12: gambling_de — Flow Breakdown
──────────────────────────────────────────────────
Flow    | Weight | Clicks | Conv | CR   | ROI
DE Mob  | 60%    | 3,259  | 62   | 1.9% | +78%
DE Desk | 30%    | 1,629  | 22   | 1.4% | +41%
Test    | 10%    | 544    | 5    | 0.9% | -12%

Health Indicators

Apply thresholds from references/verticals.md:

• ROI > scale threshold: mark as SCALE candidate
• ROI in good range: mark as STABLE
• ROI in warning range: mark as WARNING
• ROI < kill threshold: mark as KILL candidate
• Insufficient data (clicks < min threshold): mark as TESTING

Smart Insights

After showing the report, add 2-3 actionable insights:

1. Best performer: "Campaign #12 is your best. ROI +63%, consider scaling budget +20%"
2. Worst performer: "Campaign #21 is bleeding $181. ROI -56% on 3.2k clicks. Kill or restructure"
3. Test update: "Flow 'Test' in campaign #12 needs 56 more clicks before we can decide"

Date Range Shortcuts

Parse natural language date ranges:

• "today" → today
• "yesterday" → yesterday
• "last 7 days" / "this week" → 7 day range
• "last 30 days" / "this month" → 30 day range
• "last 3 days" → 3 day range
• "March" → full month
• Specific dates: "Mar 15 to Mar 20"

Default to last 7 days if not specified.