Changelog

Follow new updates and improvements to Mesh Nordic AI.

February 27th, 2026

So far during Q1 2026, we’ve improved how the search engine finds the most accurate products, made loading 30% quicker, and increased the number of products per plan.

We’ve also launched a smooth WooCommerce app for our M:AI Search & Recommendations.

2026-02-27

NEW!

Our new and smooth WooCommerce app handles your search and product recommendations without any hassle. It’s time to make WooCommerce truly AI-friendly!

Besides being able to display very accurate product suggestions, the app now supports “Minimum purchase amount for free shipping” in both Shopify and WooCommerce.


Increased number of products

To meet customer demands, we’ve increased the number of products by +5000 in Startup and +50,000 in Premium!

Now, our plans can handle:

  • Startup 25,000 products

  • Business 50,000 products

  • Premium 150,000 products!

Our largest customer, in terms of number of products, has an amazing 113,506 products as well as 619,923 variants, such as colors, sizes, etc!


NEW!

Hide specific products

Sometimes you don’t want to display all products available in your store in the search. To hide products that belong to one, or several, collections; Go to Settings > Products and select the collections you want to hide:


B2B: Handling excl. tax + SKU has even higher priority

A new customer of ours sells to both B2C and B2B customers. They wanted to switch between excl. tax and incl. tax. We made it possible:

Another B2B customer wanted an exact hit on SKU to have the highest priority of all when searching.

It’s critical for them that a search made on the product’s exact SKU is always displayed as the FIRST result. We made it possible.


Does your current search solution make sure you always get a PREMIUM service?
If not, talk to us:

Schedule a demo to see M:AI platform:

https://meshnordic.ai/book-demo

December 5th, 2025

New

Do you wish your filters looked a lot different? Now it’s possible. With 1 click, move your product filters from left, to right, to the top!

2025-12-05

NEW!

Easy-peasy filters. Go to M:AI admin > Design & CSS > Layout Settings > Filter placement to move your filters with 1 click.

Filters to the left or right
Filters in the top


Custom Position Settings

Would you like your header to be visible even when searching on desktop or mobile? No problem, we can help you configure it for each unit!

Go to M:AI admin > Design & CSS > Layout Settings > Custom Position Settings to offset your search window.


WCAG: European Accessibility Act (EAA) compliant

A new EU law called “European Accessibility Act” (EAA) has entered into force.

EAA means that a site should always be available to ALL people, regardless of disabilities such as really poor eye sight or hearing.

In Sweden alone around 15% of the entire population have some sort of disability (visual, hearing, movement, difficulty remembering) and 20% is elderly.

M:AI plattform is now EAA compliant! Supporting the Web Content Accessibility Guidelines (WCAG) international standard, including WCAG 2.0, WCAG 2.1, and WCAG 2.2.

https://www.w3.org/WAI/standards-guidelines/wcag/


Schedule a demo to see M:AI platform:

https://meshnordic.ai/book-demo

September 26th, 2025

How do your eCommerce product recommendations work? Let’s take them to the next level. M:AI Recommendations identifies product relationships and analyzes user behavior to suggest the most relevant products for your visitors.

2025-09-22

NEW!

Today we launch a new AI product, M:AI Recommendations, that enhances product recommendations with personalized customizations. Unlike many recommendation engines that repeatedly show the same items, M:AI offers a smarter approach.

Here’s what makes the M:AI Recommendations engine stand out:

  • Collaboration
    The M:AI Search engine and M:AI Recommendations engine work together seamlessly. They share insights from every product view, click, and visit, ensuring that each visitor enjoys the best possible experience.

  • AI-powered
    M:AI Recommendations leverages the same advanced AI technology as M:AI Search to deliver tailored product suggestions.

  • Randomized results
    While the most popular products tend to appear frequently, we enhance variety by randomizing the order in which we display them. This way, visitors still see top-selling items, but in a fresh and engaging format.


Intelligent product recommendation features in M:AI Recommendations:

  • AI: Popular right now

  • AI: Recommended for you

  • AI: Similar products

  • AI: Same brand or collection

  • AI: Randomized recommendations

  • AI: Trending products

  • Start / collection / product / cart page recommendations

  • Others recently looked at

  • You've recently looked at

  • Select specific brands or collections


Advanced features in M:AI Recommendations:

  • AI: Boost specific products, brands, collections

  • Recommendation filters based on price range

  • Variants as images, colors or buttons

  • All product images are displayed

  • Real-time product updates

  • Adaptable design

  • Up to 10 languages



Schedule a demo to see M:AI Recommendations:

https://meshnordic.ai/book-demo

August 20th, 2025

It’s time for the next step in hyper-personalized results while remaining 100% GDPR-compliant.

Say hello to Boosts!

2025-08-20


NEW!

Hyper-personalization is achieved in the M:AI platform by influencing the search results and recommended products with the visitor's recent behavior.

By incorporating Boosts, you are able to take control of the visitor's experience. Allowing you to promote specific products, collections, or brands that offer higher profit margins, feature sponsorships, or simply products that you want to sell quickly.

In this example, Liquid receives a boost of +10, while Hydrogen gets a -10 boost. As a result, Liquid ranks first, followed by Oxygen in second place, another product in third, and Hydrogen in last place.

Start boosting your results today - Products, Collections, and Brands!

In M:AI Search PREMIUM:
https://meshnordic.ai/pricing

July 1st, 2025

Use your Shopify metafields as product filters with M:AI Search.

Currently, metafields are exclusively supported on Shopify's platform. In WooCommerce, the equivalent feature is product attributes. We aim to introduce this functionality in Q4 of 2025.

2025-07-01


NEW!

PRODUCT METAFIELDS

Metafields help you to customize the functionality and appearance of your Shopify store by letting you save specialized information that isn't usually captured in the Shopify admin. Metafields can be used internally in your Shopify admin and you can also choose to display them in your online store.

All product metafields from Shopify are now automatically imported to M:AI Search with name, description and type.

Customizable in any language

Feel free to add as many languages as you wish and adjust the layout to your preference:

Use metafields as filters

Customize them to your preference:

Metafields used as filters in the storefront

In this example, we have two metafields: Snowboard Length and Snowboard Binding Mount. One is configured as "Checkboxes," while the other is set as a "Button." You can also use the type "Color" for metafields.

For further details, please refer to our support manual: Metafields


NEW!

DUTCH LANGUAGE

We are excited to announce the addition of Dutch as a new language and to welcome Kleir as our first Dutch customer!

Check them out at kleirantwerp.be

May 28th, 2025

Would you also like to display all your variants as images instead of colors, buttons, or text? Now it’s possible with M:AI Search.

We’ve just increased our team by 2 new developers, creating the right features at an even faster pace than before.

2025-05-28


NEW!

Showcase variant images

High-quality, clear product images that showcase the product in use, multiple angles, and detailed close-ups, are more likely to generate higher sales. These images help build trust and provide potential customers with the information they need to make informed decisions, leading to higher conversion rates.

Just like the major e-commerce stores online, you’re now able to display variant images on each variant as a thumbnail. Showcase your products in the best possible way - regardless of whether it's colors, sizes, length, height, etc. Show them as images and increase sales!

Even in the Top bar:

Comparison between variant images, and variant colors

How a product is displayed with variant images

How a product is displayed with variant colors


NEW!

Searchable SKU codes and EAN codes

Whether you run a B2B site, tech store, or any other online store that wants or needs to display either SKU codes or EAN codes on your products - now it’s possible, even on variants.

The SKU codes and EAN codes also become searchable when displayed, ensuring that your visitors always find what they are looking for!

May 8th, 2025

More and more advanced features are being added to M:AI Search. Here’s a list of some of our best and latest features.

Even though M:AI Search is an AI-powered search engine, the focus is always on making the visitor's search experience truly user-friendly and helpful.

2025-05-08


NEW!

ANALYTICS

Fact: 27% of all traffic in an average eCommerce store is lost forever due to a poorly built-in search engine (according to Nosto’s latest report).

At M:AI Search, we’ve addressed the top 5 reasons why this happens, and also quite a few more…

To prove that M:AI Search makes your visitors stay longer and actually find their products, which significantly increases the chance of them buying from you, we’ve poured our time into making the analytics part as extensive as possible within the boundaries of GDPR.

Some highlights:

  • Trending searches

  • Popular products

  • Popular filters

  • Popular brands & collections

  • Active users: what they are doing on the site, what they filter on, search on, and click on

  • How long the users stay each time

  • Top bar clicks


NEW!

DESIGN & CSS

Be able to create a dark theme, move the layout, or customize the whole design by having full control of the CSS code in M:AI Search!

M:AI Search has a really clean-looking UI from the start. With that said, being able to modify the design completely and make it pixel-perfect for your needs is always a plus.

We can create the customized design for you, you can hire a professional designer, or if you have knowledge of CSS, you’re able to create nearly any design you envision!

P.S. Primary colors, filter colors and text colors can be easily set with a few clicks.

Find additional info in the help center: https://support.meshnordic.ai/en/article/design-css-143esq8/


NEW!

COLORS ARE AUTOMATICALLY SET BY AI

To actually see colors as colors, and not only as the text “Green,” is important. It makes the site search more user-friendly, and everyone, regardless of language, can relate to a color.

Click it, and the filter displays all products using that color as a filter.

Since Shopify and WooCommerce don’t natively support colors, we’ve now added an AI to set colors as well, relieving you from manually having to set each color. Now the colors are set for you automatically, a real time saver!

P.S. You’re still able to manually edit each color individually to get the perfect color you’d like. Both automatic and customizable.


TRY ALL FEATURES FOR FREE

Try a 21-day trial. When the trial ends, you'll continue with M:AI Free - at zero cost.

Install the M:AI Search app with 1 click and get a much more user-friendly search experience from the Shopify App Store:

https://apps.shopify.com/mesh-ai-search-discovery

Or, if you’re using WooCommerce, fill in your details and we’ll help you get started:

https://meshnordic.ai/free-trial

April 22nd, 2025

Meet M:AI Search: Discover a truly user-friendly site search for eCommerce. AI-powered, of course!

2025-04-23


1 CLICK TO INSTALL. 1 CLICK TO ACTIVATE. YOU’RE SET!

Shoppers often abandon online stores due to a poor search experience. As a result, a large part of e-tailers' spending on ADS and SEO advertising is wasted.

Help your customers find the perfect products to buy. M:AI Search upgrades your Shopify store with a semantic search engine that comprehends customer intent, recognizes synonyms, handles typos, and highlights keywords.

  • Enjoy an AI search experience that won’t slow down your store.

  • Products are updated in real-time, not after 24 hours.

  • Advanced filters with colors, sizes, images, buttons, etc.

  • Keywords highlighter + Stock status & Stock quantity.

  • Synonym keywords (AI and manual) + Smart product suggestions.

Try all features for free in a 21-day trial of M:AI Premium. When the trial ends, you'll continue with M:AI Free - at zero cost.

Download M:AI Search from Shopify app store:

https://apps.shopify.com/mesh-ai-search-discovery

February 11th, 2025

Improved

We are super excited to bring you M:AI community. A much easier way to easily communicate, alongside with a brand new integrated chat and help center. We launch this together with a free plan of M:AI AI Search that might help your ecommerce store to new heights!

2025-02-11


M:AI AI SEARCH FOR FREE?

Yes, we’ve lowered our prices and built a Free plan!

To stay ahead of our competitors we’ve built some really nice features, artificial intelligence, and designed a really user-friendly interface.

However, we also want M:AI to be even more affordable. That’s why we launch Free, the 100% FREE plan:

  • Try all features for free in a 21-day trial of M:AI Premium

  • When the trial ends, you'll continue with M:AI Free - at zero cost

  • No Credit Card is required

The Free plan includes:

  • Full screen search for products, categories, brands

  • Top product relevance

  • Intelligence, Sorting, Stock status

  • 500 search requests/mon + maximum 1000 products

Enjoy M:AI in your Shopify or WooCommerce store without cost. We are honored that you’re considering M:AI. Let’s clarify why we offer our AI search as a free plan:
https://meshnordic.ai/why-free-ai


THE BRAND NEW M:AI COMMUNITY

To reach us at Mesh Nordic even easier, we’ve started a community for M:AI!

It’s based on Discord. Feel free to join us for easy contact, exchange ideas and get support:
https://discord.gg/vfMVfRk3eR


THE BRAND NEW HELP CENTER

We love great search experiences, AI & Ecommerce. That’s why we upgraded to an even better chat, knowledge base and help center.

It should always be super easy to find information and step-by-step guides to M:AI. Find it on https://support.meshnordic.ai/

Chat with us directly in M:AI admin if you have any questions:

Our community is the best way to contact us. You can also call us, e-mail us, chat with us or book a demo!

Find us on https://meshnordic.ai/contact

December 10th, 2024

New

Ending on a high note: December release!

SHOPIFY APP APPROVAL

Today we release our own Shopify app!

1 click to install. 1 click to activate and replace your old search with a brand new AI search.
21-days free trial. Automatically connected to Shopify’s payments.

  • Super user-friendly search experience, built for all industries!

  • Extremely relevant product results with neural search AI.

  • Advanced filters with colors, sizes, images, buttons etc.

  • Help your customers with keywords highlighter and autocorrect spelling mistakes.

  • Both AI and manual synonym keywords and smart product suggestions.

Please try M:AI AI Search and rate it compared to the old search:
https://apps.shopify.com/mesh-ai-search-discovery