Web Analytics Campaign Exclusivity for Sales Attribution
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Solution Overview
Problem
Web-based marketing campaigns face challenges in accurately attributing sales to specific campaigns due to concurrent campaigns and features like site link tracking, leading to over-counting of orders and revenue across multiple campaigns.
Innovation Solution
Implementing a web analytics system that allows marketing campaigns or site link tracking campaigns to be exclusive, ensuring orders and revenue are counted towards at most one campaign, while sessions can be counted towards all matching campaigns, using filters such as target URL, referrer URL, and page tags to qualify sessions.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If concurrent marketing campaigns are run with multiple tracking features, then marketing versatility and campaign coverage are improved, but measurement precision of sales attribution deteriorates due to over-counting
Solution Approach 1:
The patent segments the attribution of orders and revenue from sessions by introducing campaign exclusivity. When a session qualifies for multiple campaigns, the system divides the order/revenue attribution to only one campaign (based on priority rules) while still allowing the session to be counted for all matching campaigns. This segmentation resolves the over-counting issue while preserving multi-campaign tracking capability.
2Adaptability or versatility
If orders and revenue are counted towards all matching campaigns, then campaign coverage is improved, but manufacturing precision of data accuracy deteriorates due to over-counting
Solution Approach 1:
The patent applies local quality by differentiating how sessions and orders are counted across campaigns. Sessions are counted towards all matching campaigns (maintaining comprehensive coverage), while orders and revenue are exclusively attributed to one campaign (ensuring data accuracy). This localized differentiation resolves the contradiction between coverage and accuracy.
3Measurement precision
If campaign exclusivity is implemented for orders and revenue, then measurement precision of sales attribution is improved, but device complexity of the analytics system increases
Solution Approach 1:
The patent implements preliminary action by establishing priority rules for campaign exclusivity in advance. The system pre-defines which campaigns have higher priority for order attribution, so when a session qualifies for multiple campaigns, the attribution decision is made automatically based on pre-established rules rather than requiring complex real-time calculations. This reduces the operational complexity of the analytics system.
Data Source
AI summary
A marketing campaign collects data for page counts, sessions, orders, and revenue. Four kinds of campaigns are addressed: direct, deferred, site link tracking, and deferred site link tracking. A particular page visit in an end-user session “qualifies” for a campaign if it satisfies the configured conditions for the campaign; that is, if the target universal resource locator (URL) of the page is the landing page of the campaign, the referrer URL is the referrer page of the campaign, or the page tag contains the configured string for the campaign. The data is processed through a set of heuristics identified by marketing experts as the most likely paths to a sale, and exclusivity is assigned to the type of campaign with the highest priority.