Best ways to leverage AI to optimize for user conversions | Algolia
Blog post from Algolia
Retailers lose revenue when shoppers don't convert, and relevance is a key feature that drives conversion rates. AI tools automate the process proactively, suggesting business insights that wouldn't be surfaced with manual fine-tuning of system settings, such as generating synonym suggestions and re-ranking search results. Personalization is a powerful tool in eCommerce companies' toolboxes, capturing every signal from customer behaviors and interactions to analyze data and apply it across channels in real-time. AI-generated synonyms can improve search results for global companies, while AI optimizations can surface relevant support-related information, eliminating costs associated with maintaining large support teams. Successful brands leverage AI tools like Personalization and AI re-ranking to boost sales and customer conversions by tailoring the shopping experience for each user.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| Real-time | 3 | 2,305 | 607 | 180 | +15% |
| AI Model Fine-tuning | 1 | 806 | 111 | 60 | +94% |
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