AI Precise Acquisition: How to Optimize Advertising Campaigns with Skywork R1V4-Lite

19 November 2025

As AI advances, precise customer acquisition has become vital for business marketing. This piece delves into how the release of the lightweight multi-modal smart agent Skywork R1V4-Lite enables optimized ad投放 campaigns across industries to enhance reach, reduce expenses, and increase conversion.

Kunlun Tech's lightweight multimodal AI, Skywork R1V4-Lite, optimizing ad placements for precise customer acquisition.

Skywork R1V4-Lite: Multimodal Application in Ad Campaigns

Skywork R1V4-Lite combines visual interaction, reasoning, and planning abilities, acting as a lightweight, multimodal AI assistant. Leveraging its robust multimodal comprehension capability, Skywork R1V4-Lite aids companies in targeting specific user groups accurately. For example, by analyzing user activity via image recognition when deploying tailored ad campaigns, it tailors messages that best fit consumer interests. These advancements enhance ad-relatedness and overall ad experience, significantly improving both click-through rates and conversion ratios.

Proactive Task Planning: Enhancing AdCampaign Effectiveness

Skywork R1V4-Lite's proactive task planning enhances ad投放 success further. Through user-generated visual input, Skywork R1V4-Lite formulates detailed execution plans that streamline ad deployment strategies for advertisers. For example, when refining an ad strategy, Skywork R1V4-Lite adjusts creatives or layouts automatically to optimize ad performance, making advertising campaigns more intelligent and efficient.

AI-driven Customer Prediction Models: Lowering Ineffective Spending

Equally impressive is Skywork R1V4-Lite’s ability to assist with accurate customer predictions. Analyzing user data, this advanced platform forecasts consumer purchase intent effectively, helping businesses focus only on high-value leads and avoid spending on non-purchasers. Implementing Skywork R1V4-Lite, a Chinese cross-border e-commerce firm improved its prediction model by 30% and boosted advertising ROI. This not only cuts budgets but also increases acquisition efficiency and effectiveness across markets.

Multilingual Support: Expanding International Footprints

Language challenges have been a major barrier for companies looking to enter global markets. With multilingual capability, Skywork R1V4-Lite facilitates creating regionally relevant ads. A Chinese retailer achieved international growth and boosted regional engagement through Skywork R1V4-Lite’s generation of multilingual versions for its adverts—boosting overseas sales significantly. Simplified processes aid businesses to scale internationally more effectively.

Data Analysis-Backed Advertising Optimization

Skywork R1V Lite analyzes ad campaign data dynamically to optimize real-time results. If some ads have lower-than-expected CTR, its built-in mechanisms adjust factors such as ad design and audience targeting automatically for maximum reach and conversion rates. After integrating Skywork R1V4, a multinational enterprise achieved a CTR rise by 20%, lowered campaign costs by 15%—boosting overall ROI and ensuring a superior ROI-driven strategy for their international marketing endeavors.

Besides optimizing ad placements with AI technology, businesses also face the challenge of accurately acquiring potential customers and efficiently converting them in their digital marketing efforts. Bay Marketing leverages advanced AI and precise data analysis to help businesses efficiently obtain potential customer information, build a smart customer data ecosystem, and thereby improve conversion rates.

The core functionalities of Bay Marketing include keyword harvesting, AI-generated email templates, email interaction, and data analysis. By inputting keywords and specifying collection criteria such as region, language, industry, social media, and trade shows, Bay Marketing can gather business opportunities on relevant platforms and obtain the email addresses of potential customers. Additionally, Bay Marketing can use AI to generate email templates, send emails to collected potential customers, track email opens, and automatically interact with customer emails. It can even send SMS messages when necessary.

With high delivery rates, flexible billing models, wide applicability, and global coverage, Bay Marketing is an essential tool for modern businesses in various sectors, including e-commerce, cross-border e-commerce, internet finance, and education. Learn more about Bay Marketing.