How to calculate search conversion rate: fix the numerator and denominator, read usage, zero-result rate and top-result CTR, then improve recall and ranking.
Score recency, frequency and monetary value to build eight RFM segments, pair each with a lifecycle-stage play, and dodge four common segmentation pitfalls.
Ecommerce data analysis starts with the metric system: build three layers for traffic, conversion and value, pick a north star metric, then design dashboards.
Traffic is up but orders are not. This CRO guide shows how to define the metric, find the top funnel leak, fix trust, friction and motivation, then A/B test.
Dashboards built, decisions unchanged? Start from decision scenarios and metric definitions, then fix collection, dashboards and workflow actions step by step.
Most 'not significant' A/B results are design flaws, not weak creative. 2026 data: low-power tests replicate at only ~28.4%; ~74.2% show no difference.
Public and private domains are halves of one funnel: 150-300 yuan per acquired user vs 20-50 yuan per repeat touch. The chain breaks at four interfaces.
Customer acquisition cost keeps climbing for reasons beyond traffic price: shrinking bid pools, lost signals, longer cycles, weak pages, and uncounted tooling.
A practical five-step path for enterprise AI transformation: strategic alignment, current-state assessment, a fast POC, scaled rollout and ongoing optimization.
A vertical e-commerce platform grew organic traffic 200% in 6 months, cut organic CAC 62%, raised ROI 168%. Full diagnosis, strategy, and execution data.
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