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Help Center/Search/Read search analytics

Read search analytics

Martijn Douma
Martijn Douma · Co-founder bluebarry
Updated September 25, 2026

Search analytics show what your shoppers look for, what they cannot find, and what search earns. It is also the quickest way to improve search: every search that finds nothing tells you exactly which word to fix.

Open a configuration under Merchandising → Search and click Analyze at the top. The numbers cover that one configuration. The date picker starts at the last 30 days.

The Analyze step with metric cards for searches, clicks, conversions and revenue above the searches over time chart

The metrics

Search metrics in plain language
MetricWhat it tells you
SearchesHow many searches shoppers made, including the ones that found nothing. Typing “s”, “sh”, “shoe” counts as one search, not three.
Result clicksSearches where the shopper opened something: a product, a category, a quiz or a link.
Click-through rateThe share of searches that led the shopper somewhere. A low rate means results often do not look right.
Visitors guided onwardThe share of searching visitors who opened something at least once. Each visitor counts once, however often they search.
Add to cartProducts added with quick add to cart, straight from search. Shown when quick add is on.
Add-to-cart rateThe share of searches that ended in a quick add. Shown when quick add is on.
ConversionsOrders that include a product the shopper clicked or added from search in the 7 days before ordering. Any variant of that product counts.
Attributed revenueThe value of those products in those orders. Other items in the same order are not counted.
Conversion rateThe share of searching visitors who placed an order within 7 days of their first search, whatever they bought.
Time to purchaseThe typical (median) time between a search click and the order. The card also shows the average.
Zero-result rateThe share of searches that found nothing. This is demand you are not serving yet.

Below the cards, Searches over time and Attributed revenue over time show the trend by day. Conversions and revenue need order tracking on your store. See understand conversion attribution for how orders reach bluebarry.

Zero-result searches

The Zero-result searches list shows what shoppers typed and did not find, with how often. Each row is a shopper who wanted something and got an empty page. Work through the top of the list every week or two.

The Top converting searches and Zero-result searches tables side by side on the Analyze step

For each search, ask why it found nothing:

  • You sell it under another name.Someone searches “moisturiser” and your products say “face cream”. Add a synonym under Configure → Matching. See synonyms.
  • They are looking for a page, not a product. “Returns”, “shipping” or “gift card”. Add a redirect that opens the right page. See add redirects, banners and quiz triggers.
  • The word is in your catalog, but search does not look there. Make that attribute searchable. See searchable attributes.
  • Typos or descriptions. Lower the match sensitivity one step, switch on Match by meaning, or turn on automatic spelling correction.
  • You do not sell it. That is useful too. A search that keeps coming back is a product idea, or a reason to show a helpful link or quiz when nothing matches.

Keep an eye on the Zero-result rate card after each round of fixes. It should go down.

Top searches

Top searches lists your most common searches with their searches, click-through rate, conversion rate and revenue. Click a column heading to sort by it. Useful patterns to look for:

  • Many searches, low click-through rate. Shoppers get results but not the ones they want. Check the search in Preview, then pin or boost the right products. See personalize search results.
  • High conversion rate. These searches sell. Consider a banner or a featured spot for them.

Top converting searches ranks searches by purchases and revenue. Quiz triggers and blogs shows how often each quiz trigger and link was shown and opened. Filters used shows which filter values shoppers pick and whether the filtered results led to a click.

Segment targeting impact

If you gave segments their own search rules, this card shows whether those rules pay off. By default, 10% of shoppers in a targeted segment are held back and see the Everyone rules instead. Comparing the two groups shows what your segment rules add.

  • Targeted are shoppers who got the segment rules. Holdout (control) are shoppers in the same segments who did not. Both rows show searches, click-through rate, conversions, conversion rate and attributed revenue.
  • Click-through lift and Conversion-rate liftshow the difference. While the card says “Too little traffic to trust yet”, wait before drawing conclusions.
  • Incremental impact vs the holdout estimates the extra orders and revenue the segment rules brought in.

Performance by segmentlists each segment separately. It tells you which segment's shoppers search and buy the most, but it is not a fair test of the rules, because segments differ in who is in them. For that, use the targeted and holdout comparison above. The card only appears once segment rules have served shoppers.

Good to know

  • Numbers are per configuration. If you switch your store to a new configuration, its history starts from zero.
  • Searches are linked to orders through the bluebarry visitor cookie. Shoppers who block cookies still get search, but their orders cannot be attributed to it.
  • Searches you make with the preview link are not counted, so testing does not skew your numbers. Searches you make on your live store are counted like any other.

Related articles

Tune search matching

Choose how strict search matching is, turn on matching by meaning, pick searchable attributes, add synonyms and limit which products search can return.

Read article →

Add redirects, banners and quiz triggers

Show best sellers before shoppers type, help when nothing matches, and add redirects, quiz triggers, banners and collection suggestions to search.

Read article →

Personalize search results

Set the default order, give segments their own pin, boost, bury and exclude rules, add personalized badges and see whether it lifts sales.

Read article →

Understand conversion attribution

How bluebarry links an order to the quiz before it, how each platform tracks orders, and what to check when conversions are missing.

Read article →

Can’t figure it out? We probably can.

Every article here was written by the people who built the product. If one of them still leaves you stuck, tell us and we’ll fix it.

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