feat: complete experiments tab analytics optimization with modular kpis and sparklines

This commit is contained in:
Christian Vidal Wolf
2026-02-21 15:31:02 +01:00
parent 67e93f6653
commit d78a88afe1
5 changed files with 362 additions and 53 deletions
+1
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@@ -961,6 +961,7 @@ const App: React.FC = () => {
setPreselectedMarketplace(filters.customer[0] || ''); setPreselectedMarketplace(filters.customer[0] || '');
setShowCreateExperiment(true); setShowCreateExperiment(true);
}} }}
salesData={rawData}
/> />
</div> </div>
</Suspense> </Suspense>
+199 -18
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@@ -1,7 +1,8 @@
import React, { useState, useEffect, useCallback } from 'react'; import React, { useState, useEffect, useCallback, useMemo } from 'react';
import { Experiment, ExperimentCreateInput, ExperimentType, ExperimentStatus, ExperimentMetric } from '../types'; import { Experiment, ExperimentCreateInput, ExperimentType, ExperimentStatus, ExperimentMetric, CombinedKPIs } from '../types';
import { getExperiment, updateExperiment, deleteExperiment, calculateExperimentPerformance } from '../services/experiments'; import { getExperiment, updateExperiment, deleteExperiment, calculateExperimentPerformance } from '../services/experiments';
import { ExperimentStatusBadge, ExperimentTypeBadge } from './ExperimentBadge'; import { ExperimentStatusBadge, ExperimentTypeBadge } from './ExperimentBadge';
import { LineChart, Line, XAxis, YAxis, CartesianGrid, Tooltip as RechartsTooltip, ResponsiveContainer, ReferenceLine } from 'recharts';
interface ExperimentDetailProps { interface ExperimentDetailProps {
experimentId: string | null; experimentId: string | null;
@@ -63,6 +64,64 @@ const ExperimentDetail: React.FC<ExperimentDetailProps> = ({ experimentId, onClo
} }
}; };
const chartData = useMemo(() => {
if (!experiment || !salesData.length) return [];
const asinSet = new Set(experiment.asins.map(a => a.toUpperCase()));
const weeklyMap = new Map<string, any>();
salesData.forEach(r => {
const asin = (r.asin || '').toUpperCase();
if (!asinSet.has(asin)) return;
const weekNum = r.week || 1;
const yearStr = r.year || new Date().getFullYear();
const weekStr = `${yearStr}-W${String(weekNum).padStart(2, '0')}`;
if (!weeklyMap.has(weekStr)) {
const d = new Date(yearStr, 0, 1 + (weekNum - 1) * 7);
weeklyMap.set(weekStr, {
name: weekStr,
timestamp: d.getTime(),
units: 0,
revenue: 0,
gv: 0,
spend: 0,
});
}
const w = weeklyMap.get(weekStr);
w.units += r.unitsTotal || 0;
w.revenue += r.salesTotal || 0;
w.gv += r.glanceViews || 0;
w.spend += r.cost || 0;
});
const arr = Array.from(weeklyMap.values()).map(w => ({
...w,
cvr: w.gv > 0 ? (w.units / w.gv) * 100 : 0,
acos: w.revenue > 0 ? (w.spend / w.revenue) * 100 : 0
})).sort((a, b) => a.timestamp - b.timestamp);
return arr.slice(-16); // Let's keep the last 16 weeks to ensure enough window before and during
}, [experiment, salesData]);
const getChartMetricColor = (metric: string) => {
switch (metric) {
case 'cvr': return '#34d399'; // emerald
case 'gv': return '#a78bfa'; // purple
case 'acos': return '#fb7185'; // rose
case 'revenue': return '#fbbf24'; // amber
default: return '#818cf8'; // indigo for units
}
};
const formatChartMetric = (val: number, metric: string) => {
if (metric === 'cvr' || metric === 'acos' || metric === 'ctr') return `${val.toFixed(1)}%`;
if (metric === 'revenue' || metric === 'cost') return `${Math.round(val).toLocaleString('de-DE')}`;
return Math.round(val).toLocaleString('de-DE');
};
if (!experimentId) return null; if (!experimentId) return null;
return ( return (
@@ -135,30 +194,45 @@ const ExperimentDetail: React.FC<ExperimentDetailProps> = ({ experimentId, onClo
) : experiment ? ( ) : experiment ? (
<div className="space-y-6"> <div className="space-y-6">
{/* Performance Cards */} {/* Performance Cards */}
{(experiment.experiment_units !== undefined || experiment.baseline_units !== undefined) && ( {(experiment.experiment_units !== undefined) && (
<div className="grid grid-cols-2 md:grid-cols-4 gap-4"> <div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-4 gap-4">
{experiment.type === 'pricing' && (
<>
<MetricDeltaCard title="Conversion Rate" baseline={experiment.baseline_cvr} experimentVal={experiment.experiment_cvr} format="percent" />
<MetricDeltaCard title="Total Revenue" baseline={experiment.baseline_revenue} experimentVal={experiment.experiment_revenue} format="currency" />
</>
)}
{experiment.type === 'advertising' && (
<>
<MetricDeltaCard title="Glance Views" baseline={experiment.baseline_gv} experimentVal={experiment.experiment_gv} format="number" />
<MetricDeltaCard title="ACOS" baseline={experiment.baseline_acos} experimentVal={experiment.experiment_acos} format="percent" invertColors={true} />
</>
)}
{experiment.type === 'content' && (
<>
<MetricDeltaCard title="Glance Views (SEO)" baseline={experiment.baseline_gv} experimentVal={experiment.experiment_gv} format="number" />
<MetricDeltaCard title="CVR (Persuasion)" baseline={experiment.baseline_cvr} experimentVal={experiment.experiment_cvr} format="percent" />
</>
)}
{experiment.type === 'promotion' && (
<>
<MetricDeltaCard title="Units Sold" baseline={experiment.baseline_units} experimentVal={experiment.experiment_units} format="number" />
<MetricDeltaCard title="Revenue" baseline={experiment.baseline_revenue} experimentVal={experiment.experiment_revenue} format="currency" />
</>
)}
<PerformanceCard <PerformanceCard
label="Baseline Units" label="Primary Target Lift"
value={experiment.baseline_units?.toLocaleString() || '—'}
color="slate"
/>
<PerformanceCard
label="Experiment Units"
value={experiment.experiment_units?.toLocaleString() || '—'}
color="indigo"
/>
<PerformanceCard
label="Lift"
value={experiment.actual_lift_percent !== undefined value={experiment.actual_lift_percent !== undefined
? `${experiment.actual_lift_percent >= 0 ? '+' : ''}${experiment.actual_lift_percent}%` ? `${experiment.actual_lift_percent >= 0 ? '+' : ''}${experiment.actual_lift_percent}%`
: '—'} : '—'}
color={experiment.actual_lift_percent && experiment.actual_lift_percent >= 0 ? 'emerald' : 'red'} color={experiment.actual_lift_percent !== undefined && experiment.actual_lift_percent >= 0 ? 'emerald' : 'red'}
/> />
<PerformanceCard <PerformanceCard
label="Statistical Significance" label="Significance"
value={experiment.statistical_significance value={experiment.statistical_significance
? `${(experiment.statistical_significance * 100).toFixed(1)}%` ? `${(experiment.statistical_significance * 100).toFixed(1)}%`
: ''} : 'Pending'}
color="purple" color="purple"
/> />
</div> </div>
@@ -174,6 +248,76 @@ const ExperimentDetail: React.FC<ExperimentDetailProps> = ({ experimentId, onClo
</button> </button>
)} )}
{/* Dynamic Metric Chart */}
{chartData.length > 0 && (
<div className="bg-slate-800/30 border border-slate-700 rounded-xl p-4">
<div className="flex justify-between items-center mb-4">
<h3 className="text-sm font-semibold text-slate-300">
Timeline Impact ({experiment.primary_metric.toUpperCase()})
</h3>
</div>
<div className="h-48 w-full">
<ResponsiveContainer width="100%" height="100%">
<LineChart data={chartData} margin={{ top: 5, right: 20, left: 0, bottom: 5 }}>
<CartesianGrid strokeDasharray="3 3" stroke="#334155" vertical={false} />
<XAxis
dataKey="name"
stroke="#94a3b8"
fontSize={10}
tickMargin={8}
tickFormatter={(val) => val.split('-')[1]} // Just show W12
/>
<YAxis
stroke="#94a3b8"
fontSize={10}
tickFormatter={(val) => formatChartMetric(val, experiment.primary_metric)}
width={60}
/>
<RechartsTooltip
contentStyle={{ backgroundColor: '#0f172a', borderColor: '#334155', borderRadius: '8px', fontSize: '12px' }}
labelStyle={{ color: '#94a3b8', marginBottom: '4px' }}
formatter={(value: number) => {
if (experiment.primary_metric === 'cvr') return [`${value.toFixed(1)}%`, 'CVR'];
if (experiment.primary_metric === 'acos') return [`${value.toFixed(1)}%`, 'ACOS'];
if (experiment.primary_metric === 'revenue') return [`${value.toLocaleString('de-DE', { minimumFractionDigits: 0, maximumFractionDigits: 0 })}`, 'Rev'];
return [value.toLocaleString('de-DE'), 'Units'];
}}
/>
{/* Reference Line for Start Date */}
<ReferenceLine
x={(() => {
const dDate = new Date(experiment.start_date);
const jan1 = new Date(dDate.getFullYear(), 0, 1);
const dayOfYear = Math.floor((dDate.getTime() - jan1.getTime()) / 86400000) + 1;
const wN = Math.ceil((dayOfYear + jan1.getDay()) / 7);
return `${dDate.getFullYear()}-W${String(wN).padStart(2, '0')}`;
})()}
stroke="#e2e8f0"
strokeDasharray="3 3"
label={{ position: 'top', value: 'Started', fill: '#e2e8f0', fontSize: 10 }}
/>
<Line
type="monotone"
dataKey={
experiment.primary_metric === 'revenue' ? 'revenue' :
experiment.primary_metric === 'acos' ? 'acos' :
experiment.primary_metric === 'cvr' ? 'cvr' :
experiment.primary_metric === 'bsr' ? 'units' :
experiment.primary_metric === 'ctr' ? 'gv' :
'units' // Default fallback mapping
}
stroke={getChartMetricColor(experiment.primary_metric)}
origin="auto"
strokeWidth={3}
dot={{ fill: '#1e293b', r: 4, strokeWidth: 2 }}
activeDot={{ r: 6, fill: getChartMetricColor(experiment.primary_metric), strokeWidth: 0 }}
/>
</LineChart>
</ResponsiveContainer>
</div>
</div>
)}
{/* Details Grid */} {/* Details Grid */}
<div className="grid grid-cols-1 md:grid-cols-2 gap-6"> <div className="grid grid-cols-1 md:grid-cols-2 gap-6">
{/* Left Column */} {/* Left Column */}
@@ -399,6 +543,43 @@ const PerformanceCard: React.FC<{ label: string; value: string; color: string }>
); );
}; };
// Metric Delta Card Component
const MetricDeltaCard: React.FC<{
title: string;
baseline: number | undefined;
experimentVal: number | undefined;
format?: 'number' | 'currency' | 'percent';
invertColors?: boolean;
}> = ({ title, baseline, experimentVal, format = 'number', invertColors = false }) => {
if (baseline === undefined || experimentVal === undefined) return null;
const delta = baseline > 0 ? ((experimentVal - baseline) / baseline) * 100 : 0;
const isPositive = invertColors ? delta <= 0 : delta >= 0;
const colorClass = isPositive ? 'text-emerald-400' : 'text-red-400';
const bgClass = isPositive ? 'bg-emerald-500/10 border-emerald-500/30' : 'bg-red-500/10 border-red-500/30';
const formatter = (val: number) => {
if (format === 'percent') return `${val}%`;
if (format === 'currency') return `${val.toLocaleString('de-DE', { minimumFractionDigits: 0, maximumFractionDigits: 0 })}`;
return val.toLocaleString('de-DE');
};
return (
<div className={`p-4 rounded-xl border ${bgClass}`}>
<div className="text-xs font-semibold text-slate-300 mb-2">{title}</div>
<div className="flex flex-col gap-1">
<div className="flex items-end justify-between">
<div className="text-2xl font-bold text-white">{formatter(experimentVal)}</div>
<div className={`text-sm font-bold ${colorClass}`}>
{delta > 0 ? '+' : ''}{delta.toFixed(1)}%
</div>
</div>
<div className="text-[10px] text-slate-500 font-medium">vs {formatter(baseline)} baseline avg</div>
</div>
</div>
);
};
// Detail Section Component // Detail Section Component
const DetailSection: React.FC<{ title: string; children: React.ReactNode }> = ({ title, children }) => ( const DetailSection: React.FC<{ title: string; children: React.ReactNode }> = ({ title, children }) => (
<div className="bg-slate-800/30 border border-slate-700 rounded-xl p-4"> <div className="bg-slate-800/30 border border-slate-700 rounded-xl p-4">
+97 -10
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@@ -1,15 +1,92 @@
import React, { useState, useEffect, useMemo, useCallback } from 'react'; import React, { useState, useEffect, useMemo, useCallback } from 'react';
import { ExperimentListItem, ExperimentType, ExperimentStatus } from '../types'; import { ExperimentListItem, ExperimentType, ExperimentStatus, CombinedKPIs } from '../types';
import { listExperiments, deleteExperiment, getExperimentStatusColor, getExperimentTypeColor, getExperimentIcon } from '../services/experiments'; import { listExperiments, deleteExperiment, getExperimentStatusColor, getExperimentTypeColor, getExperimentIcon } from '../services/experiments';
import MultiSelectDropdown from './MultiSelectDropdown'; import MultiSelectDropdown from './MultiSelectDropdown';
import { ExperimentBadge, ExperimentStatusBadge, ExperimentTypeBadge } from './ExperimentBadge'; import { ExperimentBadge, ExperimentStatusBadge, ExperimentTypeBadge } from './ExperimentBadge';
import { LineChart, Line, ResponsiveContainer, YAxis } from 'recharts';
const getChartMetricColor = (metric: string) => {
switch (metric) {
case 'cvr': return '#34d399'; // emerald
case 'gv': return '#a78bfa'; // purple
case 'acos': return '#fb7185'; // rose
case 'revenue': return '#fbbf24'; // amber
default: return '#818cf8'; // indigo for units
}
};
const ExperimentSparkline: React.FC<{ experiment: ExperimentListItem; salesData: CombinedKPIs[] }> = ({ experiment, salesData }) => {
const chartData = useMemo(() => {
if (!experiment.asins || !salesData.length) return [];
const asinSet = new Set(experiment.asins.map(a => a.toUpperCase()));
const weeklyMap = new Map<string, any>();
salesData.forEach(r => {
const asin = (r.asin || '').toUpperCase();
if (!asinSet.has(asin)) return;
const weekNum = r.week || 1;
const yearStr = r.year || new Date().getFullYear();
const weekStr = `${yearStr}-W${String(weekNum).padStart(2, '0')}`;
if (!weeklyMap.has(weekStr)) {
const d = new Date(yearStr, 0, 1 + (weekNum - 1) * 7);
weeklyMap.set(weekStr, {
name: weekStr,
timestamp: d.getTime(),
units: 0,
revenue: 0,
gv: 0,
spend: 0,
});
}
const w = weeklyMap.get(weekStr);
w.units += r.unitsTotal || 0;
w.revenue += r.salesTotal || 0;
w.gv += r.glanceViews || 0;
w.spend += r.cost || 0;
});
const arr = Array.from(weeklyMap.values()).map(w => ({
...w,
cvr: w.gv > 0 ? (w.units / w.gv) * 100 : 0,
acos: w.revenue > 0 ? (w.spend / w.revenue) * 100 : 0
})).sort((a, b) => a.timestamp - b.timestamp);
return arr.slice(-12);
}, [experiment, salesData]);
if (chartData.length < 2) return <div className="h-8 w-16 bg-slate-800/50 rounded animate-pulse" />;
const metric = experiment.primary_metric || 'units';
return (
<div className="h-10 w-24">
<ResponsiveContainer width="100%" height="100%">
<LineChart data={chartData}>
<YAxis domain={['dataMin', 'dataMax']} hide />
<Line
type="monotone"
dataKey={metric === 'bsr' ? 'units' : metric === 'ctr' ? 'gv' : metric}
stroke={getChartMetricColor(metric)}
strokeWidth={2}
dot={false}
/>
</LineChart>
</ResponsiveContainer>
</div>
);
};
interface ExperimentsViewProps { interface ExperimentsViewProps {
onOpenDetail: (experimentId: string) => void; onOpenDetail: (experimentId: string) => void;
onOpenCreate: () => void; onOpenCreate: () => void;
salesData?: CombinedKPIs[];
} }
const ExperimentsView: React.FC<ExperimentsViewProps> = ({ onOpenDetail, onOpenCreate }) => { const ExperimentsView: React.FC<ExperimentsViewProps> = ({ onOpenDetail, onOpenCreate, salesData = [] }) => {
const [experiments, setExperiments] = useState<ExperimentListItem[]>([]); const [experiments, setExperiments] = useState<ExperimentListItem[]>([]);
const [loading, setLoading] = useState(true); const [loading, setLoading] = useState(true);
const [error, setError] = useState<string | null>(null); const [error, setError] = useState<string | null>(null);
@@ -192,7 +269,7 @@ const ExperimentsView: React.FC<ExperimentsViewProps> = ({ onOpenDetail, onOpenC
<th className="text-left text-xs font-medium text-slate-400 uppercase tracking-wider px-4 py-3">ASINs</th> <th className="text-left text-xs font-medium text-slate-400 uppercase tracking-wider px-4 py-3">ASINs</th>
<th className="text-left text-xs font-medium text-slate-400 uppercase tracking-wider px-4 py-3">Duration</th> <th className="text-left text-xs font-medium text-slate-400 uppercase tracking-wider px-4 py-3">Duration</th>
<th className="text-left text-xs font-medium text-slate-400 uppercase tracking-wider px-4 py-3">Progress</th> <th className="text-left text-xs font-medium text-slate-400 uppercase tracking-wider px-4 py-3">Progress</th>
<th className="text-left text-xs font-medium text-slate-400 uppercase tracking-wider px-4 py-3">Lift</th> <th className="text-left text-xs font-medium text-slate-400 uppercase tracking-wider px-4 py-3">Impact</th>
<th className="text-left text-xs font-medium text-slate-400 uppercase tracking-wider px-4 py-3">Owner</th> <th className="text-left text-xs font-medium text-slate-400 uppercase tracking-wider px-4 py-3">Owner</th>
<th className="text-right text-xs font-medium text-slate-400 uppercase tracking-wider px-4 py-3">Actions</th> <th className="text-right text-xs font-medium text-slate-400 uppercase tracking-wider px-4 py-3">Actions</th>
</tr> </tr>
@@ -241,13 +318,21 @@ const ExperimentsView: React.FC<ExperimentsViewProps> = ({ onOpenDetail, onOpenC
</div> </div>
</td> </td>
<td className="px-4 py-3"> <td className="px-4 py-3">
{exp.actual_lift_percent !== undefined ? ( <div className="flex items-center gap-3">
<span className={`text-sm font-medium ${exp.actual_lift_percent >= 0 ? 'text-emerald-400' : 'text-red-400'}`}> {salesData.length > 0 && <ExperimentSparkline experiment={exp} salesData={salesData} />}
{exp.actual_lift_percent >= 0 ? '+' : ''}{exp.actual_lift_percent}% <div className="w-16">
</span> {exp.actual_lift_percent !== undefined ? (
) : ( <span className={`text-sm font-bold ${exp.actual_lift_percent >= 0 ? 'text-emerald-400' : 'text-red-400'}`}>
<span className="text-sm text-slate-500"></span> {exp.actual_lift_percent >= 0 ? '+' : ''}{exp.actual_lift_percent}%
)} </span>
) : (
<span className="text-sm text-slate-500 font-medium"></span>
)}
<div className="text-[10px] text-slate-500 capitalize leading-none mt-0.5" style={{ color: getChartMetricColor(exp.primary_metric || 'units') }}>
{exp.primary_metric || 'units'}
</div>
</div>
</div>
</td> </td>
<td className="px-4 py-3"> <td className="px-4 py-3">
<span className="text-sm text-slate-400">{exp.owner || '—'}</span> <span className="text-sm text-slate-400">{exp.owner || '—'}</span>
@@ -303,4 +388,6 @@ const StatCard: React.FC<{ label: string; value: string | number; color: string
); );
}; };
export default ExperimentsView; export default ExperimentsView;
+42 -12
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@@ -6,7 +6,7 @@ import {
ExperimentType, ExperimentType,
ExperimentStatus, ExperimentStatus,
} from '../types'; } from '../types';
import { SalesRecord } from '../types'; import { CombinedKPIs } from '../types';
const API_BASE = '/api/experiments'; const API_BASE = '/api/experiments';
@@ -123,10 +123,12 @@ export const listExperiments = async (
type: exp.type, type: exp.type,
status: exp.status, status: exp.status,
asin_count: exp.asins?.length || 0, asin_count: exp.asins?.length || 0,
asins: exp.asins || [],
marketplace: exp.marketplace, marketplace: exp.marketplace,
start_date: exp.start_date, start_date: exp.start_date,
end_date: exp.end_date, end_date: exp.end_date,
progress_percent: Math.round(progressPercent), progress_percent: Math.round(progressPercent),
primary_metric: exp.primary_metric,
actual_lift_percent: exp.actual_lift_percent, actual_lift_percent: exp.actual_lift_percent,
owner: exp.owner, owner: exp.owner,
}; };
@@ -191,12 +193,18 @@ export const getActiveExperimentsForASINs = async (
export const calculateExperimentPerformance = async ( export const calculateExperimentPerformance = async (
experiment: Experiment, experiment: Experiment,
salesData: SalesRecord[] salesData: CombinedKPIs[]
): Promise<{ ): Promise<{
baseline_units: number; baseline_units: number;
baseline_revenue: number; baseline_revenue: number;
baseline_gv: number;
baseline_cvr: number;
baseline_acos: number;
experiment_units: number; experiment_units: number;
experiment_revenue: number; experiment_revenue: number;
experiment_gv: number;
experiment_cvr: number;
experiment_acos: number;
actual_lift_percent: number; actual_lift_percent: number;
}> => { }> => {
const startDate = new Date(experiment.start_date); const startDate = new Date(experiment.start_date);
@@ -211,38 +219,60 @@ export const calculateExperimentPerformance = async (
const asinSet = new Set(experiment.asins.map(a => a.toUpperCase())); const asinSet = new Set(experiment.asins.map(a => a.toUpperCase()));
const baselineData = salesData.filter(r => { const baselineData = salesData.filter(r => {
const recordDate = new Date(`${r.year}-${getMonthNumber(r.month)}-01`); const recordDate = new Date(r.year, 0, 1 + (r.week - 1) * 7);
return asinSet.has(r.asin.toUpperCase()) && return asinSet.has(r.asin.toUpperCase()) &&
recordDate >= baselineStart && recordDate < baselineEnd; recordDate >= baselineStart && recordDate < baselineEnd;
}); });
const experimentData = salesData.filter(r => { const experimentData = salesData.filter(r => {
const recordDate = new Date(`${r.year}-${getMonthNumber(r.month)}-01`); const recordDate = new Date(r.year, 0, 1 + (r.week - 1) * 7);
return asinSet.has(r.asin.toUpperCase()) && return asinSet.has(r.asin.toUpperCase()) &&
recordDate >= startDate && recordDate <= endDate; recordDate >= startDate && recordDate <= endDate;
}); });
const baseline_units = baselineData.reduce((sum, r) => sum + r.units, 0); const baseline_units = baselineData.reduce((sum, r) => sum + r.unitsTotal, 0);
const baseline_revenue = baselineData.reduce((sum, r) => sum + r.sellOut, 0); const baseline_revenue = baselineData.reduce((sum, r) => sum + r.salesTotal, 0);
const experiment_units = experimentData.reduce((sum, r) => sum + r.units, 0); const baseline_gv = baselineData.reduce((sum, r) => sum + (r.glanceViews || 0), 0);
const experiment_revenue = experimentData.reduce((sum, r) => sum + r.sellOut, 0); const baseline_cvr = baseline_gv > 0 ? (baseline_units / baseline_gv) * 100 : 0;
const baseline_spend = baselineData.reduce((sum, r) => sum + (r.cost || 0), 0);
const baseline_acos = baseline_revenue > 0 ? (baseline_spend / baseline_revenue) * 100 : 0;
const actual_lift_percent = baseline_units > 0 const experiment_units = experimentData.reduce((sum, r) => sum + r.unitsTotal, 0);
? ((experiment_units - baseline_units) / baseline_units) * 100 const experiment_revenue = experimentData.reduce((sum, r) => sum + r.salesTotal, 0);
: 0; const experiment_gv = experimentData.reduce((sum, r) => sum + (r.glanceViews || 0), 0);
const experiment_cvr = experiment_gv > 0 ? (experiment_units / experiment_gv) * 100 : 0;
const experiment_spend = experimentData.reduce((sum, r) => sum + (r.cost || 0), 0);
const experiment_acos = experiment_revenue > 0 ? (experiment_spend / experiment_revenue) * 100 : 0;
let actual_lift_percent = 0;
if (experiment.primary_metric === 'cvr' && baseline_cvr > 0) {
actual_lift_percent = ((experiment_cvr - baseline_cvr) / baseline_cvr) * 100;
} else if (experiment.primary_metric === 'revenue' && baseline_revenue > 0) {
actual_lift_percent = ((experiment_revenue - baseline_revenue) / baseline_revenue) * 100;
} else if (experiment.primary_metric === 'acos' && baseline_acos > 0) {
actual_lift_percent = ((baseline_acos - experiment_acos) / Math.max(0.1, baseline_acos)) * 100; // inverted, lower is better
} else if (baseline_units > 0) {
actual_lift_percent = ((experiment_units - baseline_units) / baseline_units) * 100;
}
return { return {
baseline_units, baseline_units,
baseline_revenue, baseline_revenue,
baseline_gv,
baseline_cvr: Math.round(baseline_cvr * 10) / 10,
baseline_acos: Math.round(baseline_acos * 10) / 10,
experiment_units, experiment_units,
experiment_revenue, experiment_revenue,
experiment_gv,
experiment_cvr: Math.round(experiment_cvr * 10) / 10,
experiment_acos: Math.round(experiment_acos * 10) / 10,
actual_lift_percent: Math.round(actual_lift_percent * 10) / 10, actual_lift_percent: Math.round(actual_lift_percent * 10) / 10,
}; };
}; };
export const updateExperimentResults = async ( export const updateExperimentResults = async (
experimentId: string, experimentId: string,
salesData: SalesRecord[] salesData: CombinedKPIs[]
): Promise<Experiment> => { ): Promise<Experiment> => {
const experiment = await getExperiment(experimentId); const experiment = await getExperiment(experimentId);
if (!experiment) throw new Error('Experiment not found'); if (!experiment) throw new Error('Experiment not found');
+10
View File
@@ -304,8 +304,16 @@ export interface Experiment {
// Results // Results
baseline_units?: number; baseline_units?: number;
baseline_revenue?: number; baseline_revenue?: number;
baseline_gv?: number;
baseline_cvr?: number;
baseline_acos?: number;
experiment_units?: number; experiment_units?: number;
experiment_revenue?: number; experiment_revenue?: number;
experiment_gv?: number;
experiment_cvr?: number;
experiment_acos?: number;
actual_lift_percent?: number; actual_lift_percent?: number;
statistical_significance?: number; statistical_significance?: number;
@@ -333,10 +341,12 @@ export interface ExperimentListItem {
type: ExperimentType; type: ExperimentType;
status: ExperimentStatus; status: ExperimentStatus;
asin_count: number; asin_count: number;
asins: string[];
marketplace: string; marketplace: string;
start_date: string; start_date: string;
end_date?: string; end_date?: string;
progress_percent: number; progress_percent: number;
primary_metric: ExperimentMetric;
actual_lift_percent?: number; actual_lift_percent?: number;
owner?: string; owner?: string;
} }