What is Tweakwise Smart Search

Smart Search helps e-commerce teams turn on-site search into a true conversion driver. Instead of relying on fixed rules or black-box algorithms, you stay in control of how search works, what it prioritizes, and how it adapts to your business goals.

By combining advanced keyword search with AI Vector Search, Smart Search understands both explicit queries and underlying intent. Visitors find the right products faster, even when they use vague, incomplete or unexpected search terms. Smart synonyms, autocorrection and dynamic redirects prevent dead ends and reduce zero-result searches.

Search results pages become more intelligent by default, with relevant filters automatically applied and ordered based on popularity and context. Meanwhile, smart suggestions in the search box guide visitors while they type, using behavioral data, product data and business rules.

All of this is fully configurable without development time. You tweak, test and refine your search experience continuously, using data from your platform and external sources, to maximize relevance and conversion.

Full Control

Customize and fine-tune your search algorithms yourself, without development work, to align search results with business goals.

AI Vector Search

Combine vector-based AI and keyword search to understand intent, context and meaning behind search queries, not just exact terms.

Smart Suggestions

Inspire and guide visitors in the search box with intelligent suggestions based on behavior, product data and merchandising rules.

Intelligent Filters

Automatically apply and order the most relevant filters and filter options, helping visitors narrow results faster and convert easier.

Data-Driven Search

Power your search with internal and external data sources, including analytics, to continuously improve relevance and reduce manual work.

Conversion Focused

Reduce zero-result searches and friction by showing relevant products instantly, turning high-intent search traffic into measurable conversion uplift.