Zero-Results Searches: How to Win Back Lost Sales
Every zero-results search is a ready-to-buy shopper who found nothing. Learn the causes, how to spot them in your data, and a weekly routine to fix them.
A shopper who types into your search box isn't browsing aimlessly. They know what they want, and they are often ready to buy. When they land on "No results found", the page quietly tells them your store doesn't have it, even when the product is sitting right there in your catalog. That is the real cost of zero-results searches: every empty page is a sale walking out the door. The good news is that most of these cases can be found and fixed with a simple routine, and that is what this guide covers.
Why a "no results" page costs you sales
A shopper browsing categories scrolls past many products and may or may not buy one. A shopper who searches has already put their need into words. That makes search one of the clearest signals of purchase intent anywhere in your store.
When that shopper hits an empty page, they have two choices: rephrase, or leave. Few people have the patience to try two or three times, especially on a phone. Worse, the impression sticks: someone who couldn't find a product in your store once may not bother searching there again. Fixing zero-results searches is one of the quickest ways to lift your conversion rate without spending a single extra riyal on ads. We go deeper into this in why site search matters.
The main causes of zero-results searches
When you go through the list of queries that returned nothing, most of them fall into five buckets:
- Typos: "shampo" instead of "shampoo", "moisturiser" against a catalog that says "moisturizer", Arabic queries with a different hamza. The product exists, but search didn't forgive the mistake. Our guide to typo tolerance explains this in detail.
- Synonyms: the shopper types "mobile" and the product is listed as "smartphone"; they type "bag" and you call it "handbag"; they type "sneakers" and you say "trainers". Language is broad, and regional dialects add even more names for the same thing.
- Products named differently: merchants tend to use the brand or technical name, such as "Hyaluronic Acid Hydrating Serum 50ml", while the shopper searches "cream for dry skin". Or the product is listed only in English and the shopper searches in Arabic.
- Products you don't carry: sometimes the shopper wants something you genuinely don't sell. That isn't a search failure, but it is valuable information about unmet demand.
- Overly strict rules or filters: some search engines require every word in the query to appear, so "long red evening dress" fails because one word isn't in the product title. Or the shopper has a price filter or an "in stock only" filter switched on and everything disappears without them noticing.
How to find these queries in your data
You can't fix what you can't see. These sources reveal failed searches:
- Your search app's reports: many site search apps list queries that returned no results. If yours does, start there.
- Analytics tools: if your analytics is set up to record on-site search terms, you can pull out the queries that were followed by an immediate exit.
- Customer service messages: "Do you have X?" about a product you already stock usually means the shopper searched and didn't find it.
- Your own testing: type your best sellers the way a hurried shopper would, with typos, synonyms, and in both Arabic and English.
When reviewing, sort queries by frequency. A query many people typed deserves attention before one that appeared once. And look for patterns: if many different misspellings cluster around one product, the problem is probably your search's tolerance overall, not each query individually.
A weekly routine to fix zero-results searches
This doesn't need a big project. Thirty minutes a week with a fixed routine is enough:
- Pull the list: gather the week's zero-results queries, sorted by frequency, and start with the top twenty.
- Classify each query: is it a typo, a synonym, a naming mismatch, a product you don't carry, or a filter issue? The category decides the fix.
- Add synonyms: link "mobile" to "smartphone", "bag" to "handbag", "sneakers" to "trainers". One synonym fixes many future searches.
- Improve product names and descriptions: add the words shoppers actually use to the title or description, and write brand names in both Arabic and English where you can. "Moisturizer for dry skin" is clearer to a shopper than a technical name alone.
- Evaluate missing products: if people keep searching for something you don't sell, that is a real demand signal. Raise it with whoever handles buying, or point shoppers to the closest available alternative.
- Redirect non-product queries: some searches aren't product names at all, such as "offers", "shipping" or "returns". These should lead to your offers page or policy pages instead of an empty results page.
- Review rules and filters: make sure search doesn't require every word to match, and that active filters are clearly visible so shoppers understand why results are thin.
- Test again: after each change, search the same query and confirm the results now make sense.
Repeat this every week and you'll see the list shrink, and whatever remains will point to genuine opportunities in your catalog.
What to show instead of an empty page
Even with the best clean-up, some searches will still have no exact match. What matters is that the shopper never hits a dead end:
- "Did you mean": if a close word exists in your store, suggest it and show its results.
- Closest-match results: instead of zero, show the products nearest to the query, labelled clearly as related results.
- Popular categories: quick links to your main sections help shoppers keep browsing.
- Best sellers: trending products are a safe way to keep shoppers in the store.
- A way to reach you: a WhatsApp link or a "request a product" form, since some shoppers would rather just ask.
- Keep the query in the search box: so the shopper can tweak it rather than retype it from scratch.
How Bingo helps reduce zero-results searches
Bingo is site search that installs from the Zid or Salla app store, imports your catalog automatically and keeps it in sync. It tackles many causes of zero-results searches on its own:
- Arabic normalization that unifies hamza forms, ة/ه and ى/ي and ignores diacritics, plus cross-script matching, so «ايفون» finds iPhone.
- Typo tolerance tuned to your store's catalog and what sells, with "Did you mean" suggestions and closest-match results instead of an empty page.
- Price understanding in the query, such as "under 300" or «بين 100 و 300».
- Self-learning: when several separate shoppers search a word, find nothing, then search another word and click a product, Bingo learns the link once at least three separate sessions agree. No personal data is involved.
- A merchant dashboard showing most-searched words, searches with no results, what Bingo has learned, and a synonyms editor that makes your weekly routine faster.
Next step: start with your top twenty
Zero-results searches aren't a fact of life; they're a to-do list. This week, pull your top twenty queries that returned nothing, classify them, fix them with synonyms and better product names, then repeat every week. To see how Bingo handles these cases, try the live demo, or check pricing and start a 14-day free trial on your Zid or Salla store.
