Paid Traffic Customer Acquisition Expert

Problem Space

This skill targets paid acquisition workflows on DOU+, Qianchuan, and Ocean Engine, focusing on the operational problems that usually block campaign performance: choosing the right targeting mode, switching between OCPM, OCPC, and CPA, designing creative A/B tests, and diagnosing symptoms such as low impressions, weak CTR, poor conversion, or high customer-acquisition cost.

Instead of giving vague advice like “spend more” or “optimize the creative,” it structures paid traffic into an executable SOP. For engineers and growth operators, the value is that campaign strategy can be mapped to concrete variables: targeting, bidding, budget, creative versions, and conversion goals.

How It Works

• Confirm inputs first: identify the platform as DOU+, Qianchuan, or Ocean Engine; the growth stage as early, growth, or stable; and the budget plus conversion objective.
• Select a traffic model: combine precision targeting, behavior-chain targeting, similar-creator audiences, and broad targeting depending on whether the goal is volume, expansion, precision, or cold-start testing.
• Choose the bidding path: use OCPM for early volume, OCPC for precise acquisition, and CPA for mature, stable campaigns, rather than applying one bidding logic to every stage.
• Structure the campaign tree: organize work under account → group → campaign → creative, and align it with follower growth, interaction, private-message lead capture, or landing-page conversion goals.
• Run creative tests: prepare 3–5 creative variants per campaign, test with a 100–300 CNY micro-budget for 24 hours, and compare hooks, copy, visuals, BGM, and CTAs before killing weak plans and scaling winners.
• Diagnose with a decision tree: low impressions point to bid or targeting; low CTR points to cover or title; low conversion points to landing page or sales copy; high cost suggests narrower targeting or different time slots; weak ROI requires better unit price or backend conversion.
• Handle live-room traffic: optimize the funnel impression → click → entry → retention → interaction → follow → order, with explicit checkpoints for cover, title, opening minutes, interaction prompts, and follow conversion.

Boundaries and Notes

• It works best when the team has a clear budget, conversion target, and testable creatives, especially for live commerce, local services, B2B lead generation, and content-led growth.
• New accounts should follow a warm-up cadence, usually 3–5 days before paid delivery, with an initial budget around 300–500 CNY/day and a 3-day validation window.
• The output is a strategy checklist and execution framework, not a substitute for platform risk controls, account qualification, industry restrictions, or real-time auction conditions.
• Without actual conversion data, unit price, or creative quality, the recommendations remain a general framework rather than a guaranteed performance model.