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Search & Product Discovery ‑AI
App Store intelligence

Search & Product Discovery ‑AI

5(17 reviews)
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Rank & review trajectory

#3329
by review count · of 30,640
17
reviews

Category positioning

Where Shopify places Search & Product Discovery ‑AI on its category pages — the position a merchant browsing the category sees. Read Nov 13.

By review count

Our own order of the apps we hold in each category, by number of reviews — not Shopify's page order.

Keyword rankings

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Where Search & Product Discovery ‑AI appeared in Shopify App Store search. Shopify stopped allowing its search page to be read on 6 September 2026, so these are the last positions we measured — they are no longer updated.

#2search and discoverylast checked Sep 5old reading
#4boost ai search & discoverylast checked Aug 28old reading
#5search and discovery applast checked Sep 5old reading
#10search discoverylast checked Sep 5old reading
#12search barlast checked Sep 5old reading
Show all 8 keywords
#14discoverylast checked Sep 1old reading
#20mega menulast checked Aug 26old reading
#22megamenulast checked Aug 26old reading

Keyword opportunities

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Searches for apps like Search & Product Discovery ‑AI where at least two of your closest competitors are in the top 10 and you're not in the top 20.

filters

Smart Product Filter & Search ranks #1 — you're not in the top 20.

filter

Smart Product Filter & Search ranks #1 — you're not in the top 20.

product filter

Smart Product Filter & Search ranks #1 — you're not in the top 20.

search and discover

Shopify Search & Discovery ranks #1 — you're not in the top 20.

filter menu

Smart Product Filter & Search ranks #1 — you're not in the top 20.

smart search

Searchanise Search & Filter ranks #1 — you're not in the top 20.

Pricing benchmark

Entry paid plan vs. 249 apps in Search and filters · you offer a free plan

$65
your entry
$1
category min
$19
category median
$1875
category max

Nearest competitors

Top apps in Search and filters — your closest competition.

Listing scorecard

Search & Product Discovery ‑AI sits at #16 on store-design-search-and-navigation-navigation-and-menus. Every figure below is measured against the top 25 apps on that page, as we read it on 2026-11-13.

1 of 3 listing checks are behind the leaders in your category.

BehindScreenshots on the listing4 · leaders 9

Merchants scroll the gallery before they read anything. Match the category before you try to beat it.

LevelPricing shown on the listingYes · leaders 88% of the category
LevelMeta description length142 characters · leaders 150 characters

Where you stand

These follow from the work, not from the listing. They are context for the checks above, not things to fix this week.

LevelStar rating5 · leaders 4.9
BehindReviews17 · leaders 124.5

Review count is the strongest single signal on a category page. Ask at the moment the app has just worked.

Screenshot, pricing and meta description figures come from the App Store listings themselves. The meta description is the line Google shows in web search, not the app card subtitle. Positions come from the real category pages, not from our own ranking. Where we hold no figure we say so rather than scoring it zero.

Free AI listing audit

See how Search & Product Discovery ‑AI's listing stacks up against the top Search and filters apps

Our AI compares your title, tagline, description and screenshots to the category leaders and returns prioritized fixes. Enter your email to unlock it — free.

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