Pricing

from $3.99 / 1,000 trending product (lead)s

Try for free

Go to Apify Store

Shopify Trending Products Scraper

Try for free

Find trending products on any public Shopify store: best-seller collections, new arrivals, sold-out variants, discounts and cross-store duplicates in one explainable Trend Score. History between runs, HTML dashboard, 79 curated stores.

Pricing

from $3.99 / 1,000 trending product (lead)s

Rating

0.0

(0)

Developer

Badr Bouargan

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

1.0.7 – 2026-11-09

Successful runs that saved at least one result end their status message with one short, optional invitation to leave a Store review or open an issue (never on failed or empty runs); README section "Feedback and reviews". Output and billing unchanged.

1.0.6 – 2026-11-08

Added

options on every row: the options the store offers with their values (the placeholder "Title: Default Title" is dropped).
With includeVariants: weightGrams, requiresShipping and the variant's own photo imageUrl (validated https) per variant.
Dataset view Options, variants & identifiers (image column first) and its output link.
Visual report (kit 1.1.0): live progress while the run is in progress (stores analysed / total, products so far, at most one write per minute), warnings & errors panel with failed stores grouped by error code, data-quality panel. A FAILED report is saved also when an unexpected error stops the run.

Changed

Visual report: at most 3 photos per product (main photo first, small thumbnails under the card photo); was 5.

1.0.5 – 2026-11-08

Added

Visual report (REPORT, same key, still saved as text/html): product cards with the product's own photos (gallery viewer with arrows, keyboard and swipe), price / compare-at price / discount, Trend Score badge with level and confidence, top signal chips and an expandable "Why this score" panel (every signal with points, kind and evidence); search, store / country / category / brand / trend-level filters, a minimum Trend Score slider, signal-kind and confidence chips, on-sale / new / increasing-signal filters; sorts (Trend Score, newest, discount, price, growth); compare up to 4 products; KPI tiles and charts that follow the filters; CSV / JSON export of the filtered rows and links to the full dataset; light and dark mode; works on phones. Up to 2,000 products per report (5 photos each), with a notice for bigger runs. Built with the shared visual kit 1.0.1 (src/visualKit.ts, a TypeScript port of the owner's Python kit producing the same HTML/CSS/JS).
The previous dashboard numbers are kept in the report's "Run details" panel: execution time, requests, success rate, retries, rate limits, peak memory and CPU, the fetched → saved funnel, every store with its status, and the distributions by category, country, Trend Score, level, confidence and discount.

Changed

Pricing (pay-per-event, set on the platform): $4.792 / $4.632 / $4.232 / $3.992 per 1,000 saved products on the Free / Bronze / Silver / Gold plans (Platinum and Diamond = Gold), plus $0.00004 per Actor start. README price table and examples updated (default run of 100 products ≈ $0.48 on Free; 1,000 products = $4.79 on Free, $3.99 on Gold). Products removed by filters are still never charged.
Output tab: the "HTML dashboard" link is now "Visual report"; the "History & growth" dataset view shows the product image.
Dataset fields, input and defaults are unchanged.

Fixed

Polite pacing: the wait between two requests to the same store could end a few milliseconds early on some systems (985 ms measured); it now always waits at least the full 1 second (or the store's Crawl-delay).

1.0.4 – 2026-11-08

Published on the Apify Store. README pricing section updated to the pay-per-event prices.

1.0.2 – 1.0.3 – 2026-11-08

Private test builds: the REPORT content-type fix below, then the default maxItems lowered to 100.

1.0.1 – 2026-11-08 (private build, not published)

Fixed

The HTML report (REPORT) was saved as text/html; charset=utf-8, which the Apify platform rejects against the key-value store schema (text/html), and that error failed the whole run. It is now saved as text/html, and a report error is only logged as a warning: your dataset is never lost because of the report.

Changed

Default "Maximum products to save" (maxItems) is now 100 instead of 1,000, so a first try with default settings stays small and cheap. Raise it (or set 0 for no limit) for bigger runs.

1.0.0 – 2026-11-07 (not yet published)

Added

Shopify storefront reader: robots.txt (RFC 9309 parser with *, $, longest match, query strings, Crawl-delay) checked for every URL and redirect; store detection via /meta.json or the /products.json shape; catalog pagination (limit=250&page=N) with stop conditions (short page, empty page, repeated page, per-store limit); curated collections (best-sellers, trending, featured, new arrivals, one seasonal) in merchant order; collection and product URLs.
Polite HTTP client: ≤ 2 parallel requests and ≥ 1 s between requests per store, exponential backoff with jitter, timeouts, Retry-After on 429/503 with adaptive slow-down, challenge / password / login detection (never bypassed), honest user agent.
Explainable Trend Score (8 signal groups, caps, single-group cap 49, 2-group cap 89, confidence, evidence per signal, seasonal flag) and cross-store matching (GTIN, SKU, image file, title similarity).
History snapshots in a named key-value store: new products, variants sold out, price and rank changes, best-seller streaks; growth sort.
Filters (keywords, categories, type, vendor, tags, price with ECB conversion, discount, stock, dates, store currency / country, minimum score), 7 sort orders, gift-card / shipping-protection exclusion.
Self-contained HTML dashboard (REPORT), RUN_SUMMARY with phase timings, memory and CPU, FAILED_INPUTS, resume state for migrations.
79 curated stores in 10 categories, verified live on 2026-11-07.
101 offline tests (vitest, mocked fetch, real Shopify fixtures).

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Changelog

1.0.7 – 2026-11-09

1.0.6 – 2026-11-08

Added

Changed

1.0.5 – 2026-11-08

Added

Changed

Fixed

1.0.4 – 2026-11-08

1.0.2 – 1.0.3 – 2026-11-08

1.0.1 – 2026-11-08 (private build, not published)

Fixed

Changed

1.0.0 – 2026-11-07 (not yet published)

Added

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Changelog

1.0.7 – 2026-11-09

1.0.6 – 2026-11-08

Added

Changed

1.0.5 – 2026-11-08

Added

Changed

Fixed

1.0.4 – 2026-11-08

1.0.2 – 1.0.3 – 2026-11-08

1.0.1 – 2026-11-08 (private build, not published)

Fixed

Changed

1.0.0 – 2026-11-07 (not yet published)

Added