Most conversion work on a DTC store goes into the pages you designed. The homepage hero, the product page, the checkout. Almost none of it goes into the one interaction where the customer stops browsing and tells you exactly what they came for.
Somewhere between 15 and 30 percent of your visitors use the search bar. Those people generate 40 to 45 percent of revenue. They convert at roughly 1.8x to 3x the rate of visitors who only browse, and at the extreme end the gap is far wider. Amazon sees conversion move from about 2 percent to 12 percent when a visitor searches. Walmart goes from 1.1 percent to 2.9 percent. On an average Shopify store converting at 1.4 percent, that is the difference between a normal day and a very good one.
So the search bar is not a utility feature. It is the highest-intent surface on the site, and for most of the brands I look at it is running on defaults nobody has touched since launch.
The zero-result search is a customer walking out mid-sentence
Published benchmarks put the average zero-result rate somewhere between 10 and 18 percent, and wider catalogues report up to 30 percent. Call it one search in eight that returns nothing. Every one of those is a person with active buying intent who typed a word, got a blank page, and left. The default no results screen carries an exit rate above 80 percent, which means it is not a soft failure. It is the most efficient bounce mechanism on your website.
What makes it worse is that almost none of these failures are because you do not sell the thing. They are vocabulary failures. The customer calls it a serum, your catalogue calls it an oil. They search for the ingredient, you titled the product with the brand name. They typed it the way they would say it in a shop, and your product data was written by someone looking at a spreadsheet.
A zero-result search is not a search problem. It is your customer using their own words and your catalogue refusing to recognise them. The fix usually lives in your product data, not in a new app.
The fix, in the order I would do it
This is a week of work, not a replatform. Shopify Analytics gives you both reports you need for free: top online store searches, and top searches with no results. Export 90 days and start here.
Step 1
Read the top 50 queries and every zero-result query
Do it manually, once. You are looking for two things: the words customers use that your catalogue does not, and the products they expect you to sell. The second list is a product roadmap you did not have to pay for. Sort by volume and be honest about how far down the list you get before you find something you already knew.
Step 2
Rewrite product titles and tags in customer language
This is the highest-leverage change and it costs nothing. If people search for the ingredient, the use case, or the problem, those words need to exist in the title, the tags, or the description. Not stuffed. Present. This also feeds Google, so the same fix earns twice.
Step 3
Turn on typo tolerance and map synonyms
Typo tolerance alone is reported to cut zero-result volume by 5 to 15 percent. Synonyms handle the rest: brand name to generic, plural to singular, the shop-floor word to the label word. Keep a live list and add to it every month from the zero-result report.
Step 4
Redirect high-intent queries to the right destination
Some searches should never return a result grid. Someone searching for delivery, returns, subscription, or a discontinued line wants a page, not a product carousel. Point those queries straight at the page that answers them and you convert a confused session into a resolved one.
Step 5
Rebuild the no results page so it is never a dead end
Closest matches, best sellers, most popular searches, and a route into a relevant collection. Anything that keeps the session alive beats a tidy empty state. This is the single change with the fastest measurable return, because you are recovering sessions that currently exit at over 80 percent.
Step 6
Merchandise the results page like it is a landing page
Sort order matters. Out of stock items should not sit at the top. Margin and hero products should be visible above the fold on the queries that matter. The results page for your best-selling category deserves the same attention as your paid landing pages, because it is receiving better traffic than they are.
Note what is not on the list. Buying a search app is not step one. Native Shopify search is genuinely weak on typo tolerance and synonym handling, and there is a point where an app earns its money. That point is after you have fixed the product data, because a better search engine pointed at badly written product titles returns better-ranked nothing.
Search queries are the cheapest demand research you own
Once the mechanics are fixed, the report becomes something more valuable than a CRO task. Every query is a customer telling you what they want, unprompted, with no survey bias and no incentive to be polite. Nobody types a search term to be helpful. They type it because they intend to buy.
Read the zero-result list as a demand signal and it tells you three separate things. Which products to add, because people are asking for them by name. Which collection pages to build, because a query with volume and no landing page is an SEO gap as much as a search one. And which words to use in your ads and emails, because the language people search with is the language they think in.
That last one is where most brands miss the compounding effect. The vocabulary in your search report should be the vocabulary in your Meta hooks, your subject lines, and your product page headers. If your customers and your copy are using different words, the search bar is where the gap shows up first and cheapest.
What this looks like in practice
The reporting side is simple. Track four numbers weekly: search usage rate, zero-result rate, search conversion rate, and revenue per search session. Most brands cannot produce any of them today, which is the reason the whole surface goes unmanaged. Once they are on the dashboard next to blended ROAS, the work gets prioritised on its own.
The economics are hard to argue with. You are not buying traffic, testing creative, or waiting for a learning phase. You are removing friction from people who are already on the site and already decided. On a store doing meaningful volume, cutting the zero-result rate from 15 percent to under 5 percent recovers sessions from the highest-converting segment you have, and it holds because you fixed the data rather than rented a workaround.
It is also permanent in a way that paid media never is. Better product data keeps working when the ad account has a bad month.
Inside the system
How we build this for brands
We treat search queries as a voice-of-customer source, not a technical report. The VOC engine already mines reviews and support messages for the language buyers actually use, and site search queries go into the same pool. What comes out is one vocabulary that gets written back into product titles and tags, into the Klaviyo flows, and into the Meta and TikTok creative, so the words on the ad match the words in the search bar match the words on the page.
The reporting agent then watches the four search metrics against live Shopify data each week and flags the drift: a new zero-result term climbing the list, a category where searchers convert far below the site average, a bestseller that stopped appearing in results after a tag change. Part of this runs live for portfolio brands today; the full system is what we deploy when we take a brand on.
Conversion Audit
Find out what your highest-intent visitors are asking for and not getting
I will pull 90 days of your search data, rank the zero-result queries by lost revenue, and show you which are vocabulary problems you can fix this week and which are genuine product gaps worth acting on. You get the query list, the priority order, and the numbers behind both.
Book Your Conversion AuditFrequently asked questions
Do site search users convert better than other visitors?
Yes, consistently. Across published benchmarks, visitors who use site search convert at roughly 1.8x to 3x the rate of visitors who only browse. Amazon reports conversion rising from around 2 percent to 12 percent when a visitor searches, and Walmart from 1.1 percent to 2.9 percent. Only 15 to 30 percent of visitors typically use search, but they generate 40 to 45 percent of revenue.
What is a good zero-results rate for ecommerce site search?
Industry averages sit between 10 and 18 percent depending on the source, with wider catalogues reporting up to 30 percent. Under 5 percent is a good target for most DTC catalogues, and the strongest stores push under 2 percent. The trend matters more than the absolute number, so track it weekly and watch it fall as you add synonyms and typo tolerance.
How do I see what people search for on my Shopify store?
Shopify Analytics includes a top online store searches report and a top searches with no results report under Reports. If you run a search app, its dashboard usually adds click-through and conversion by query. Export the last 90 days, sort by volume, and read the top 50 queries plus every zero-result query before changing anything.
Should I install a site search app on Shopify?
Only after the free fixes are done. Native search is weak on typo tolerance and synonyms, but most zero-result searches are solved by better product titles, tags, and redirects rather than new software. Fix the data, measure the zero-result rate, then buy an app only if the remaining failures are genuinely a matching problem.
What should a no results page show instead of nothing?
Never a dead end. Show the closest matching products, your best sellers, the most popular searches, and a route back into a relevant collection. The default no results message carries an exit rate above 80 percent, so anything that keeps the session alive is worth more than a tidy empty state.
How long does it take to see a result from this work?
The no results page rebuild and the first synonym pass can ship in a week and show up in search conversion within the following fortnight, because you are working with traffic that already exists. Product title and tag rewrites take longer to compound, since they also affect organic search, but they are the part that keeps paying.
About the author
Caner Veli is a DTC operator who has helped 350+ brands fix broken growth engines. He built Liquiproof from zero to 3,000+ global retailers in under 6 years. He now runs the same playbook, supported by AI systems he built himself, for DTC and CPG brands.