技能 市场营销 Linktree数据分析与报告

Linktree数据分析与报告

v20260423
linktree-core-workflow-b
该工作流用于获取Linktree的全面分析报告和数据洞察。它可以跟踪点击次数、查看量、转化率及用户画像,帮助用户了解哪些链接表现最佳,观众群体来自何处,以及整体流量趋势,从而优化社交媒体营销策略。
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概览

Linktree — Analytics & Reporting

Overview

Pull click tracking data, measure conversion rates, and extract audience insights from your Linktree profile. Use this workflow when you need to understand which links drive traffic, where your audience comes from, and how engagement trends over time. This is the secondary workflow — for link creation and profile management, see linktree-core-workflow-a.

Instructions

Step 1: Fetch Overall Profile Analytics

const analytics = await client.analytics.get({
  profile_id: profile.id,
  period: 'last_30_days',
  granularity: 'daily',
});
console.log(`Total views: ${analytics.views}`);
console.log(`Total clicks: ${analytics.clicks}`);
console.log(`CTR: ${(analytics.clicks / analytics.views * 100).toFixed(1)}%`);
analytics.daily.forEach(d =>
  console.log(`  ${d.date}: ${d.views} views, ${d.clicks} clicks`)
);

Step 2: Rank Per-Link Performance

const linkStats = await client.analytics.byLink({
  profile_id: profile.id,
  period: 'last_7_days',
  sort: 'clicks_desc',
});
linkStats.forEach((s, i) =>
  console.log(`#${i + 1} ${s.title}: ${s.clicks} clicks (${s.unique_visitors} unique, CTR ${s.ctr}%)`)
);

Step 3: Pull Audience Demographics

const audience = await client.analytics.audience({
  profile_id: profile.id,
  period: 'last_30_days',
});
console.log('Top locations:', audience.locations.slice(0, 5).map(l => `${l.country}: ${l.pct}%`));
console.log('Top referrers:', audience.referrers.slice(0, 5).map(r => `${r.source}: ${r.visits}`));
console.log('Devices:', `Mobile ${audience.devices.mobile}% / Desktop ${audience.devices.desktop}%`);

Step 4: Generate a Conversion Report

const report = await client.analytics.report({
  profile_id: profile.id,
  period: 'last_30_days',
  metrics: ['views', 'clicks', 'ctr', 'unique_visitors', 'top_referrers'],
  format: 'json',
});
console.log(`Report period: ${report.start_date} to ${report.end_date}`);
console.log(`Highest CTR link: ${report.top_link.title} (${report.top_link.ctr}%)`);
console.log(`Total unique visitors: ${report.unique_visitors}`);

Error Handling

Issue Cause Fix
401 Unauthorized Expired or invalid bearer token Re-authenticate via OAuth flow
403 Analytics unavailable Free-tier profile without analytics Upgrade to Pro plan for analytics access
404 Profile not found Wrong profile_id Verify with client.profiles.list()
422 Invalid period Unsupported date range format Use last_7_days, last_30_days, or ISO dates
Empty daily array Profile has zero traffic in range Widen the date range or verify profile is published

Output

A successful workflow produces daily view/click time series, a ranked list of link performance with CTR, audience demographics broken down by location, referrer, and device type, and a summary conversion report identifying top-performing links.

Resources

Next Steps

See linktree-sdk-patterns for OAuth setup and rate-limit handling.

信息
Category 市场营销
Name linktree-core-workflow-b
版本 v20260423
大小 3.47KB
更新时间 2026-04-28
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