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Semantic Search

A search engine that truly understands what your customers are looking for. Implementing semantic search into your e-shop is not just an improvement to the search bar – it’s a complete transformation of the shopping experience.

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Semantic search for “Dinning room chair” showing visually relevant product results powered by Raventic AI.

Fast integration & fully GDPR compliant

Learns from user
behavior

Delivers highly relevant results

Handles complex queries with multiple parameters

Searches both text information and images

Understand natural language

Change the way customers discover products

Raventic Semantic Search understands the meaning behind queries, not just keywords. Furthermore, as the only solution on the market, it processess images in addtion to text. This allows customers to more easily and quickly find exactly what they are looking for – without frustration and endless hours of configuration on your side.

How Raventic
Semantic Search works

Continuous learning

The search engine continuously learns from user interactions and automatically includes new products, keeping results relevant and up to date — no manual tuning required.

Relevance and result ranking

Results are automatically ranked by semantic relevance and user behavior. This ensures that the most valuable results for the customer are displayed at the top.

Matching with context

Our technology matches the query’s meaning to product attributes —including images — not just names, ensuring results reflect user intent even when exact terms aren’t in the description.

Understanding the query

Raventic Semantic Search fully understands natural language, analyzing the entire query — including context, intent, adjectives, typos, and synonyms — so customers can search however they like and still be understood.

Raventic Semantic Search interpreting the query “Waterproof jacket” by automatically recognizing related terms like rain jacket, stormwear jacket, membrane jacket, and Gore-tex shell - without the need for manual synonym setup.

Traditional search vs. Raventic
Semantic Search Comparison

Keyword Search

Raventic Semantic Search

Understands the query

Searches images

Understands context & synonyms

Language agnostic

Adapts to user behavior

No initial configuration

One Word, Many Meanings: Why Intent Matters

When a shopper searches for ‘shelving,’ they could mean a garage rack, a décor shelf, or a living room bookcase — the meaning depends on their intent.


That’s why semantic search matters: it understands context, not just keywords. Raventic’s AI-powered engine delivers a relevant mix of product types, helping each shopper feel understood from the start.

Three users searching for “Shelving,” each expecting different results – book shelf, garage shelves, or exhibition shelving. Raventic Semantic Search understands the intent behind each user’s query, not just the keywords.

Poor scalability as the catalog grows

Insufficient handling of typos or longer descriptive queries

Hours spent filling in synonyms (and this for each country setup)

"No results found" – a common reason for abandonment

Irrelevant results due to literal matching

Problems with traditional keyword-based search

Real Impact
on Your Business

Tired of customers leaving empty-handed because they can’t find what they need? With Raven­tic you get AI-powered discovery and search that turns browsing into buying —boosting conversions, average order value and customer retention across your store.

50%

Half of your revenue flows through personalized journeys.

of Revenues Go Through Raventic

2x

People who use search are twice as likely to make a purchase.

More Likely to Buy

15%

Driven by smarter product discovery and seamless UX.

Average Revenue Increase

2,5x

Engaging experiences that keep
users exploring.

Longer Time Spent on the Website

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Customer query:
"Halloween decorations"

Traditional search: shows all products with “Halloween decorations” in the title

 

Raventic Search: picks halloween themed products outside of Haloween-named merchandise


Preparing seasonal or themed content, for your marketing team, will never be easier.

Search results for “Halloween decorations” displaying a variety of relevant items like pumpkins and spiders. Raventic Semantic Search understands the meaning behind the query - not just exact word matches - and delivers visually and contextually appropriate results.

Dynamic filtering built-in

Visually configurable

Visual and functional elements can be configured

Business logic included

Searchable product codes

Adjustable ranking signals

AI-First Doesn't Mean
Lack of Control

Modern e-commerce no longer requires hours of manual configuration when AI can handle operational complexity automatically. Raventic reduces manual setup so teams can focus on strategy rather than constant tuning.

At the same time, full control remains with the e-shop:

Less manual configuration. Same full control.
Raventic simplifies execution without limiting flexibility.

Built for E-commerce teams that want more than just search.

Frequently Asked Questions

  • Semantic search understands the meaning and context of the query, not just individual words. Unlike traditional (keyword) search, it does not match the query literally but interprets its intent – including adjectives, relationships between words, and natural language. Unlike solutions currently available on the market, Raventic Semantic Search also works with product images. This results in more relevant results, even for complex or loosely formulated queries.

    • Significantly higher search accuracy

    • Higher conversion rates from the search bar

    • Faster discovery of relevant products

    • Reduction in the number of searches with no results

    • Automatic integration of new products

    • Support for multiple languages and natural speech

    • Easy integration

    • Complete performance overview of the service

  • Raventic is fully customizable. Search results, autocomplete suggestions, ranking priorities, and even the layout of the results page can be tailored to match your business needs. You can prioritize specific product parameters, adjust how content appears in the search preview, and configure visual elements to fit your store.

     

    The difference is simple: Raventic minimizes unnecessary manual work, but never removes your control.

  • Raventic supports search by product codes and any internal attributes you define.

    Customers can search by SKU, internal IDs, brand codes, or custom parameters and everything is fully configurable. Search logic adapts to your catalog structure, not the other way around.

  • Raventic automatically incorporates key business signals into ranking logic – including profit margin, popularity, seasonality, and real purchase behavior.

    These signals can be strengthened or adjusted according to your goals. Whether you want to promote high-margin items, seasonal products, or trending SKUs, you remain in control of how business priorities influence results.

  • Raventic supports fully configurable filtering by categories, attributes, and product parameters.

    Filtering behavior is tailored to your catalog and UX requirements, allowing customers to narrow results efficiently while maintaining high relevance.

  • Raventic Semantic Search is designed for small, medium, and large e-shops that want to improve search functionality, increase conversions, and offer customers a modern and intuitive shopping experience. It is suitable across segments like fashion, electronics, home, books, sports, or art – whether you run your own e-shop or use platforms like Shoptet, Shopify, WooCommerce, or custom solutions.

  • The Raventic team can implement the search for you. This type of implementation won’t burden your internal development team. You can have the new search up and running as soon as the next day.

  • Raventic search is not based solely on image recognition.

    It is powered by Semantic AI, combining textual understanding with visual signals. The engine knows when to analyze product titles, descriptions, parameters, or images and blends these intelligently to deliver the most relevant results.

    This is multimodal search, not image-only search.

  • Yes. Raventic Semantic Search supports multiple languages, including smaller European languages. Thanks to training on real eCommerce data and local language models, it provides relevant results even for specific markets.

  • Yes, during design and development, we ensure accessibility in compliance with the European Accessibility Act (EAA). Our solution enables accessible search for various user groups and can be easily integrated into interfaces that meet WCAG 2.1 standards.

Transform search on your website into a true growth tool — speak to an expert

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  • Raventic AI is designed to be easy to implement and fast to deliver value. For most e-commerce platforms, we offer a no-code integration. This setup can be handled entirely on our side, with minimal or no involvement from your IT team, making onboarding quick and painless.

  • Raventic AI is designed to be easy to implement and fast to deliver value. For most e-commerce platforms, we offer a no-code integration. This setup can be handled entirely on our side, with minimal or no involvement from your IT team, making onboarding quick and painless.

  • Whether you choose the no-code path or the API route, our solution adapts in real time to changes in your catalog and customer behavior. It's periodically retrained to stay sharp. 

No-code implementation

Raventic AI is designed to be easy to implement and fast to deliver value. For most e-commerce platforms, we offer a no-code integration. This setup can be handled entirely on our side, with minimal or no involvement from your IT team, making onboarding quick and painless.

API implementation

For more customized needs or advanced use cases, Raventic AI also provides a robust API integration, allowing full control over how search and recommendation results are fetched, displayed, and updated.

Fully automated & zero maintenance

Whether you choose the no-code path or the API route, our solution adapts in real time to changes in your catalog and customer behavior. It's periodically retrained to stay sharp. 

Two Methods
of Implementation

Skip the lengthy IT process. Raventic integrates seamlessly with any tech stack — from no-code to full API — so you stay flexible, in control, and focused on growth instead of configuration.

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