Blog

Insights for E-Commerce Leaders

AI-powered product discovery, visual search, and the future of how shoppers find what they want.

May 15, 2026

How AI Takes the Shopper from “Like” to “Love”

Picture this: you’re on the hunt for that perfect dress – something “flowy, boho, with a bit of edge...

Apr 30, 2026

5 Questions with Team Miros: Carolina Pratas

Welcome to our second article in our “5 Questions with Team Miros” series, where we sit down with Ca...

Apr 16, 2026

How 59 User Tests in a Single Day Proved Wordless Search Works

Last year, I stood in the middle of a bustling tech conference, personally conducting 36 tests in on...

Apr 2, 2026

Miros Raises €6M To Reimagine Visual Search Technology

EBRD Venture Capital and Tera Ventures led the pre-Series A funding round and were joined by angel i...

Mar 19, 2026

E-Commerce Innovators: Ashutosh Shukla

Welcome to the debut of our new blog series, “E-Commerce Innovators” – where we spotlight the vision...

Mar 5, 2026

Structured and exploratory e-commerce search: Keeping the AI from hallucinating

In the fast-paced world of e-commerce, the success of your business hinges on one simple question: C...

Feb 18, 2026

5 Questions with Team Miros: Ahto Pärn

Welcome to the first article in our “5 Questions with Team Miros” series, where we sit down with Aht...

Feb 4, 2026

Data Doesn’t Lie: Your PDP Is More of a Front Door Than a Checkout Counter

If you’re in eCommerce, you already know the importance of the Product Detail Page PDP. It’s the hea...

Jan 21, 2026

Revolutionize Your Ecommerce Search With AI Innovations

Not too long ago, there was a time when all the technologies we now take for granted would seem like...

Jan 7, 2026

6 Key Tips for Visual Search Algorithm Success to Boost Your Ecommerce

Every now and then, a novel technology emerges that disrupts a specific industry or niche. Take AI, ...

Dec 24, 2025

Wordless Search Technology: Novel Search Infrastructure Powering Global Retailers

If you run an e-commerce platform, you probably know that it isn’t reaching its full conversion pote...

Dec 9, 2025

What Are the Best Visual Search Algorithms?

If you’re running an online shop or managing e-commerce decisions, you’ve probably heard about visua...

Nov 25, 2025

Google’s Next Move: Revolutionizing Visual Search

As Google gears up to unveil its groundbreaking innovations in 2024, the sphere of digital marketing...

Nov 11, 2025

Why Visual AI Product Discovery Is a Strategic Necessity for ALL Online Stores

In the late 1990s, a particular online retail brand introduced a new type of technology that served ...

Oct 28, 2025

How to Quickly Enhance Your Store’s Product Search Experience to Drive Sales

Something happened in the early 2000s that completely disrupted the movie distribution industry and ...

Oct 14, 2025

Why and How Is AI Visual Search Revolutionizing Product Discovery?

In the late 2000s, an Amazon customer who had recently lost his wife started getting spot-on book re...

Sep 30, 2025

What is Semantic Search in E-Commerce & How to Use it to Dominate the Market

Something happened in 2012 that completely changed AI-powered search and product discovery. It was a...

Sep 15, 2025

What Drives Ecommerce Personalized Recommendation Success?

In the ever-changing world of ecommerce, the success of personalized recommendation engines is not j...

Sep 1, 2025

Top 5 Benefits of Visual Search in Fashion

Step into the vibrant world of fashion eCommerce, where we encounter a game-changing innovation rede...

Aug 18, 2025

This AI Powered Product Discovery Tool Beats Google at E-Commerce Image Recognition

Circle to Search is a great new way to quickly search the internet for items or text without switchi...

Aug 4, 2025

How AI-Powered Visual Search Solves a Big Online Shopping Problem

Something happened in the late 1990s and early 2000s that fueled the growth of the e-commerce indust...

Jul 21, 2025

Enhancing Search Results With AI Personalization Tactics

You might have noticed how sometimes a search engine in a retail store for example, would offer up j...

Jul 6, 2025

AI in Search Engines, Mind Reading, and Why These Are Key for E-Commerce

In April 2021, Pager, a nine-year-old macaque monkey, successfully played a game of Pong with its mi...

Jun 22, 2025

7 Steps to Analyze User Behavior for Product Recommendations

Have you ever searched for something online only for ads to start popping up everywhere you turn? Ye...

Jun 8, 2025

5 Product Tagging Mistakes That Are Killing Your E-Commerce Sales

Let’s imagine an online shopper named Sarah. Sarah is a 27-year-old marketing manager with a hefty p...

May 25, 2025

What is Wordless Search

It’s 2137 BC. A warrior tribe comes across a gatherer tribe. Gatherers try to explain who they are. ...

May 11, 2025

What is the difference between Visual Search and Image Search?

Jessica was looking for new shoes online with something on her mind. She had seen girls her age usin...

Apr 26, 2025

What is Search Relevance? Why is it Relevant for Your Business

“The most important thing in communication is to hear what isn’t being said.” – Peter Drucker. The c...

Apr 12, 2025

What is fashion merchandising?

It’s fall in New York City. During the holidays, the famous stores on Fifth Avenue have incredible s...

Mar 29, 2025

What is Ecommerce Personalization?

Back in 2010, one ecommerce brand started using a new smart merchandising hack that changed this ind...

Mar 15, 2025

What is an AI-Powered Recommendation System?

Do you know how only your closest friends dare to tell you that a particular pair of pants doesn’t l...

Mar 1, 2025

What is a visual search pattern and how can I use it to increase revenue?

Let’s say you own an online fashion store. You have awesome clothes to sell. Your shoppers have the ...

Feb 15, 2025

Top 10 Ecommerce Personalization Trends for 2023

It’s April, and Jenny is excited for her prom. She wants to wear a purple dress, and she’s about to ...

Jan 31, 2025

The Power of AI: How to use AI in the fashion industry

Fashion is a tricky industry. One day, a certain trend is all over Instagram and social media, and j...

Jan 17, 2025

The Importance of Brain Speed in Visual Processing for E-Commerce

People are visual beings. Although we rely on 5 different senses to experience and interact with the...

Jan 3, 2025

The Future of Shopping: What to Expect in 2030

You wake up and suddenly realize you traveled back to the early 1990s. It’s kind of weird, but you’r...

Dec 20, 2024

The Future of Search Engines: How AI Reshapes the Way We Search Online

Some 30 years ago, a simpler form of AI started being used in healthcarehttps://www.insideprecisionm...

Dec 6, 2024

Not Using AI Photo Search for Your E-commerce? We Have Bad News

In the late 2000s, there was a giant name in the entertainment world. Every person who watched movie...

Nov 21, 2024

Natural Language Processing in Search Engines: How NLP Changes the Search Game

Something happened in the early 2000s that forever changed the entire business landscape. This chang...

Nov 7, 2024

Miros Retail Insights vol 2: How Tech People Shop Online

Last month, our team at Miros was in Lisbon among Europe’s most remarkable minds in tech at the Web ...

Oct 24, 2024

Miros Retail Insights: How Regular People Buy Online

In the ecommerce world, it’s a race against time. Customers either find what they’re after quickly a...

Oct 10, 2024

Miros Retail Insights #3: The 2023 Search Wrapup

Over the past months, our focus at Miros has been laser-sharp on enhancing the Wordless Search solut...

Sep 26, 2024

Learn the Difference Between Visual Search and Reverse Image Search to Dominate Ecommerce

It is no surprise that people mix visual search and reverse image search. They both use similar conc...

Sep 11, 2024

How to use AI to improve customer experience?

“AI is the catalyst for a new era of personalized customer experiences, where businesses can build l...

Aug 28, 2024

How Often Are People Using AI Search? Hint: A LOT

Disruptive tech breakthroughs that turn the entire world upside down don’t happen often. From the wh...

Aug 14, 2024

How is AI changing the search engine industry?

Students are submitting papers written by machines; universities are banning those papers. LinkedIn ...

Jul 31, 2024

How Important is Relevant Search in ecommerce? Hint: Very

Search in ecommerce is a vital part of customer experience. Did you know that 69% of shoppers go str...

Jul 17, 2024

How AI Search and Visual AI are disrupting Ecommerce

What if I told you that the following statement is somewhat true: “If you want to succeed online and...

Jul 3, 2024

Hidden Problem for Ecommerce Retailers: False Positives in Brand Text Search

The year is 2006. Microsoft is developing the Zune, their attempt to rival Apple’s iPod and take ove...

Jun 18, 2024

Can AI Truly Understand Your Search Queries?

How much do we understand each other? Just think about it; how often do we need to repeat a question...

Jun 4, 2024

AI Search Engines and Visual AI Site Search Tools: The Ultimate Guide

In 2024 and beyond, AI search engines and visual AI site search tools will greatly improve user expe...

May 21, 2024

8 Best Practices for AI-Powered Search Personalization

Something happened in 2007 that forever changed e-commerce. A particular product came out that allow...

May 7, 2024

5 Advantages Of AI In The Retail Industry

Last fall, the internet was about to undergo a canonical moment. ChatGPT took over the world by crea...

Apr 23, 2024

3 ways customer experience can boost your ecommerce ROI

3 ways customer experience can boost your ecommerce ROI Ecommerce is a continuously growing industry...

Apr 8, 2024

3 main benefits of AI in fashion

According to Bill Gates, the world is facing the most important tech advance in decadeshttps://www.b...

Mar 25, 2024

3 Benefits of Visual Merchandising Tool

Visual merchandising tool is an AI-based search solution that understands what’s in the product phot...

Mar 11, 2024

3 AI Innovations Upgrading Search Engine Accuracy

We use search engines every day. Whether you’re looking for a plumber or something to wear for your ...

Feb 26, 2024

Personalization and segmentation: are you getting the terms mixed up?

What this word should truly mean is putting exactly what your customers need, precisely when they ne...

Feb 12, 2024

What has been keeping ecommerce from growing?

Consumers went online, companies went online, and so did the shelves. As Forbeshttps://www.forbes.co...

Jan 29, 2024

Ignore AI at your own risk: Wake-up call for retailers

The Internet was growing at 2300% per year when Jeff Bezos decided to start Amazon CNBC Interviewhtt...