
The White Bunny
How the small things make the biggest difference in life, love, and business, plus why microcopy is actually a big thing.
Optimize site search and watch your sales soar. With 72% of site searches failing expectations, improving search is a massive opportunity. Turn user frustration into satisfaction, outshine competitors, and enhance your bottom line. Even if you’re not Walmart, you can do this.

In our new normal world of changes, uncertainty and weirdness, it’s reassuring to know that some things will always stay the same.
It’s not an irony, just the sugar rush feeling of finding low hanging fruit. This is a competitive advantage that’s there for the taking. Evidence indicates your competitors are probably doing it wrong. Let’s see the numbers:
And if that’s not enough to see how big search is, check this out:
The evidence is overwhelming. If you want to geek out on this, check this overwhelming and succinct list of site search stats from Algolia.
And yet it remains one of the most neglected areas of investment.
Baymard ran a thorough benchmark on the top 250 leading US and European eCommerce sites, measuring effectiveness against their 40 recommended UX guidelines.
The findings per category:
In their words:
The current overall lacking state of e‑commerce search shouldn’t be understood as “users cannot use search on the benchmarked sites.” However, it is a clear indication that e‑commerce search isn’t as easy to use as it should be and that users’ search success rates can be improved dramatically on many sites. […] Furthermore, as the poor overall state of search is present within all industries, most sites will have an opportunity to create a true competitive advantage by offering a vastly superior search experience compared to that of their competitors.
This must be hard to fix though. And expensive. Right?
A guy walks out of a bar and finds his neighbor crouching under the streetlamp, frantically searching for something.
– What are you looking for, Ned?
– My glasses
– How on earth did you lose them here?
– I didn’t, but here’s where the light is!
Good experience is about shining a light in all the right places, making it easy for customers to do what they came to do.
Luckily, this is getting easier by the minute. Technology is pushing certain areas exponentially.
If you follow our agency, you know we’re skeptical about the Hype AI-Train. However, we’re happy to admit that site search is an area where natural language processing and artificial intelligence actually comes in handy and can move the needle. We’re all inclined to trigger behavior based on our availability bias. Tailored, fast and accurate results strike our love for automatic decision making. It’s useful and feels better.
There are big advances in tools that, despite having been in the market for a long time, are now supercharged, available to anyone, with reduced complexity and a price point within reach. Let’s see a few.
Something old, something new, something borrowed, something blue
Brilliant search should allow our customers to be free to look for what they actually want, instead of just a product name, SKU or specific string of content. With AI stepping up to the plate, we’re seeing a shift from mere keyword searches to understanding user intent. This evolution isn’t just about finding things quicker —which is not bad at all— but about making things more intuitive so you can search like you think and like you talk.
In a nutshell, you can move beyond searching for what you want, and into what you want it for. From “Nike red shoes” to “I want comfy red shoes to run in wet cold weather”. We’re moving from simple keyword matching to context understanding. And it will keep evolving as the context includes our past purchases, activity, support requests or complaints, marketing interactions and more first-party data.
The thing we’re most excited about that’s already happened is the way search has improved, and the way generative AI helped us really improve a solution-oriented search experience for customers and members. And it happened pretty quickly.
Walmart CEO Doug McMillonI know. None of us has Walmart’s budget, size or resources. Fortunately, we don’t need to. Check out the much more down to earth Rodo.com. Their brilliant AI-powered car recommendations are not only enjoyable for customers, but also a good media move that got them press exposure.
Imagine search is fixed. Your customers now have a blazing fast autocomplete, search by picture, intent aware searches and suggestions. What’s next?
A website made just for you.
Advanced Commerce, Algolia, Bloomreach, Searchspring or Coveo, just to name some of the leading brands, are companies that make this possible with little dev or maintenance effort. By mixing real-time customer data, behavior and product information, these tools take care of traditionally annoying problems like prioritization in search results, categories, listing pages of any kind or “featured products” sections.
AI-powered merchandising will rearrange your products for each visitor based on patterns spotted during navigation. Every customer interaction helps these applications become a little bit smarter and accurate. On top of that, you have the ability to fine-tune the process depending on your business specific needs or priorities. Push overstock products, promote top sellers for easy wins, or give more relevance to underperforming products you’d like to sell more. You have control over huge sets of parameters that, when mixed with your customer preferences and habits, create a perfectly balanced layout that favors product discovery and engagement.
Findability at its best. Tailored, smooth ux that makes users go ‘Wow, this platform really gets me,’ in a good, not at all Black Mirror‑y kind of way.
Conversational shopping is coming, too. We’ll see highly enjoyable, on-brand bots asking you four or five questions and returning a tailored, unique version of the website along with perfect recommendations from an expert virtual assistant.

Artificial Intelligence is entirely artificial and not very intelligent.
You are what you eat, and so is the AI. Feeding it requires consistent and quality data. The more you feed it, the more accurate and useful it will be.
So the more information you give them about your product, the better the AI will be at responding, finding patterns, and getting results.
Depending on what platforms you choose and how well equipped your team is, this path will be more or less challenging. Ideally, a deep integration with your ERP can feed enough content into the product indexing.
The ideal setup is to mix and match MACH software. API-first, composable ecommerce platforms like BigCommerce, Commercetools or Vtex have a flexible architecture that can connect you to anything, in every possible way. Add a PIM to the mix and you have a perfect feeding loop.
PIMs (Product Inventory Management platforms) are extraordinary. They detach the product data – specs, copy, digital assets, storytelling pieces, everything – from the ERP or ecommerce platform. This has many advantages:
Making a mental note to write more about PIMs in the coming weeks. Bottomline: with flexible, AI-powered search, smart automatic merchandising and solid product data you can completely transform your customer’s buying journey.
I’d like to debunk the idea that solving this is too expensive or complex. I’m pretty sure search sucks for other reasons:
Also, very rarely do we get customers calling support to say search sucks. They just leave in silence. If we’re reactive and prioritize fixing only the louder problems, this is one that might fall through the cracks.
I know. We just have other priorities. There’s a lot to do. Yet, I’m positive that delivering world class search is doable with a small budget, some effort, and solid teamwork.
It will be worth every penny, and you will finally spare your users from the U2 dilemma.