fix: KPI uses real enrichment data instead of AI guesses
buildKpiDashboard now reads channelEnrichment (real API data from Phase 2) with fallback to channelAnalysis (AI-generated). YouTube subscribers, Instagram followers, 강남언니 rating/reviews all use verified data when available. Fixed || ?? operator precedence. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>claude/bold-hawking
Haewon Kam
parent
ff82c9f9d5
commit
9d06272073
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@ -333,24 +333,30 @@ function buildRoadmap(r: ApiReport): import('../types/report').RoadmapMonth[] {
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function buildKpiDashboard(r: ApiReport): import('../types/report').KPIMetric[] {
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// Always build comprehensive KPIs from channel data.
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// AI-provided kpiTargets are merged in (fill gaps) but don't replace our metrics.
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// Prefer real enrichment data over AI-guessed channelAnalysis.
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const channels = r.channelAnalysis || {};
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const enrichment = (r as Record<string, unknown>).channelEnrichment as Record<string, unknown> | undefined;
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const metrics: import('../types/report').KPIMetric[] = [];
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// YouTube metrics
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if (channels.youtube) {
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const subs = channels.youtube.subscribers ?? 0;
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// YouTube metrics — prefer enrichment (real API data) over AI guess
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const ytEnrich = enrichment?.youtube as Record<string, unknown> | undefined;
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const ytSubs = (ytEnrich?.subscribers as number) || ((channels.youtube?.subscribers as number) ?? 0);
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const ytViews = (ytEnrich?.totalViews as number) || 0;
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const ytVideos = (ytEnrich?.totalVideos as number) || 0;
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if (channels.youtube || ytEnrich) {
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metrics.push({
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metric: 'YouTube 구독자',
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current: subs > 0 ? fmt(subs) : '-',
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target3Month: subs > 0 ? fmt(Math.round(subs * 1.1)) : '115K',
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target12Month: subs > 0 ? fmt(Math.round(subs * 2)) : '200K',
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current: ytSubs > 0 ? fmt(ytSubs) : '-',
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target3Month: ytSubs > 0 ? fmt(Math.round(ytSubs * 1.1)) : '10K',
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target12Month: ytSubs > 0 ? fmt(Math.round(ytSubs * 2)) : '50K',
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});
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const monthlyViews = ytViews > 0 && ytVideos > 0 ? Math.round(ytViews / Math.max(ytVideos / 12, 1)) : 0;
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metrics.push({
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metric: 'YouTube 월 조회수',
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current: '~270K',
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target3Month: '500K',
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target12Month: '1.5M',
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current: monthlyViews > 0 ? `~${fmt(monthlyViews)}` : '-',
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target3Month: monthlyViews > 0 ? fmt(Math.round(monthlyViews * 2)) : '500K',
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target12Month: monthlyViews > 0 ? fmt(Math.round(monthlyViews * 5)) : '1.5M',
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});
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metrics.push({
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metric: 'YouTube Shorts 평균 조회수',
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@ -360,14 +366,18 @@ function buildKpiDashboard(r: ApiReport): import('../types/report').KPIMetric[]
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});
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}
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// Instagram metrics
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if (channels.instagram) {
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const followers = channels.instagram.followers ?? 0;
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// Instagram metrics — prefer enrichment data
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const igAccounts = (enrichment?.instagramAccounts as Record<string, unknown>[]) || [];
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const igPrimary = igAccounts[0] || (enrichment?.instagram as Record<string, unknown>) || null;
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const igSecondary = igAccounts[1] || null;
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const igFollowers = (igPrimary?.followers as number) || ((channels.instagram?.followers as number) ?? 0);
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if (channels.instagram || igPrimary) {
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metrics.push({
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metric: 'Instagram KR 팔로워',
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current: followers > 0 ? fmt(followers) : '-',
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target3Month: followers > 0 ? fmt(Math.round(followers * 1.4)) : '20K',
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target12Month: followers > 0 ? fmt(Math.round(followers * 3.5)) : '50K',
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current: igFollowers > 0 ? fmt(igFollowers) : '-',
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target3Month: igFollowers > 0 ? fmt(Math.round(igFollowers * 1.4)) : '20K',
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target12Month: igFollowers > 0 ? fmt(Math.round(igFollowers * 3.5)) : '50K',
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});
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metrics.push({
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metric: 'Instagram KR Reels 평균 조회수',
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@ -375,13 +385,16 @@ function buildKpiDashboard(r: ApiReport): import('../types/report').KPIMetric[]
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target3Month: '3,000',
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target12Month: '10,000',
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});
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if (igSecondary) {
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const enFollowers = (igSecondary.followers as number) || 0;
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metrics.push({
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metric: 'Instagram EN 팔로워',
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current: channels.instagram.followers ? fmt(Math.round(channels.instagram.followers * 4.5)) : '68.8K',
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target3Month: '75K',
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target12Month: '100K',
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current: enFollowers > 0 ? fmt(enFollowers) : '-',
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target3Month: enFollowers > 0 ? fmt(Math.round(enFollowers * 1.1)) : '75K',
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target12Month: enFollowers > 0 ? fmt(Math.round(enFollowers * 1.5)) : '100K',
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});
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}
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}
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// Naver Blog
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if (channels.naverBlog) {
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@ -393,22 +406,25 @@ function buildKpiDashboard(r: ApiReport): import('../types/report').KPIMetric[]
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});
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}
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// 강남언니
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if (channels.gangnamUnni) {
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const rating = channels.gangnamUnni.rating ?? 0;
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const correctedRating = typeof rating === 'number' && rating > 0 && rating <= 5 ? rating * 2 : rating;
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// 강남언니 — prefer enrichment data
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const guEnrich = enrichment?.gangnamUnni as Record<string, unknown> | undefined;
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const guRating = (guEnrich?.rating as number) || ((channels.gangnamUnni?.rating as number) ?? 0);
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const guCorrected = typeof guRating === 'number' && guRating > 0 && guRating <= 5 ? guRating * 2 : guRating;
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const guReviews = (guEnrich?.totalReviews as number) || ((channels.gangnamUnni?.reviews as number) ?? 0);
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if (channels.gangnamUnni || guEnrich) {
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metrics.push({
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metric: '강남언니 평점',
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current: correctedRating > 0 ? `${correctedRating}/10` : '-',
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target3Month: correctedRating > 0 ? `${Math.min(correctedRating + 0.5, 10).toFixed(1)}/10` : '8.0/10',
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target12Month: correctedRating > 0 ? `${Math.min(correctedRating + 1.0, 10).toFixed(1)}/10` : '9.0/10',
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current: guCorrected > 0 ? `${guCorrected}/10` : '-',
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target3Month: guCorrected > 0 ? `${Math.min(guCorrected + 0.5, 10).toFixed(1)}/10` : '8.0/10',
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target12Month: guCorrected > 0 ? `${Math.min(guCorrected + 1.0, 10).toFixed(1)}/10` : '9.0/10',
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});
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if (channels.gangnamUnni.reviews) {
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if (guReviews > 0) {
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metrics.push({
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metric: '강남언니 리뷰 수',
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current: fmt(channels.gangnamUnni.reviews as number),
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target3Month: fmt(Math.round((channels.gangnamUnni.reviews as number) * 1.15)),
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target12Month: fmt(Math.round((channels.gangnamUnni.reviews as number) * 1.5)),
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current: fmt(guReviews),
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target3Month: fmt(Math.round(guReviews * 1.15)),
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target12Month: fmt(Math.round(guReviews * 1.5)),
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});
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}
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}
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