Shopify Fera Reviews Scraper API

Export public Fera product reviews and site reviews from Shopify stores into one clean spreadsheet. Collect a store's public review history, pull one product's feedback, mine low-star comments, or build a structured review dataset ready to filter, analyze, and export.

🎬 What it does

Paste a Shopify store URL, product URL, or landing page that contains a Fera product-review widget. Get back public Fera reviews in structured rows.

Three kinds of input:

1. Store URL returns public product reviews and site reviews across the store, including reviews imported from public channels. Good for reputation monitoring, catalog research, and recurring brand reports.
2. Product URL returns reviews attached to that Shopify product, with public price, currency, and availability when the storefront provides them. Good for product research, quote pulls, and launch analysis.
3. Landing page URL returns the embedded product's reviews when a readable product widget is present. Otherwise, the page is treated as a store-wide target. Good for featured products and custom storefront pages outside the standard /products/ path.

Shape the results before you pay for them:

• Free filters and sorts: keep any mix of 1 to 5 stars, verified buyers only, or reviews containing a keyword. Sort by newest, oldest, highest rating, lowest rating, best quality, photos first, videos first, or any media first.
• Paid advanced filters: photos only, videos only, either type of media, store replies only, written or rating-only content, an inclusive date window, selected source channels, or selected languages.
• Paid enrichments: sort by most helpful, detect review language, translate review titles and text, and archive customer photos or videos to run storage.

Equivalent inputs and repeated reviews collapse automatically. Inputs from the same store share one delivery cap, and explanatory status rows are always free.

Good for Shopify founders tracking customer feedback, agencies preparing recurring client reports, researchers studying verified buyer sentiment, and analysts building ecommerce review datasets.

📋 How to use it

Step 1: Paste your inputs

Drop any combination into Store, product, or landing page URLs, one per line. Duplicate URL variants are cleaned up automatically.

• Store URL: https://carnivalcoffee.co.uk/
• Product URL: https://carnivalcoffee.co.uk/products/carnival-club
• Landing page URL: any public page on the same storefront that embeds a Fera product-review widget

Minimum input, ready to run:

{
  "startUrls": [
    "https://carnivalcoffee.co.uk/products/carnival-club"
  ],
  "maxResultsPerUrl": 50
}

maxResultsPerUrl is the only result limit you need. The default is 50 and the maximum is 50,000. The cap is shared by all inputs from the same store domain, so overlapping store, product, and landing-page targets do not multiply the delivered-row limit.

Step 2: Pick filters and add-ons

Free filters and sorts:

• Star rating filter: keep any combination of 1 to 5 stars.
• Verified only: only reviews marked as verified buyers.
• Keyword search: only reviews whose title or text contains your phrase, case-insensitive.
• Sort order: Newest, Oldest, Highest rating, Lowest rating, Best quality, Photos first, Videos first, or Any media first.

Paid add-ons are billed only when they contribute to a delivered result:

• Media filters: only reviews with a photo, only with a video, or only with either.
• Store-reply filter: only reviews with a public merchant reply.
• Written-content filter: all reviews, reviews with written text, or rating-only reviews.
• Date range: only reviews posted between two inclusive dates.
• Source-channel filter: keep native store reviews or selected imported channels such as Google, Etsy, or AliExpress.
• Language filter and detection: keep selected languages or add detectedLanguage when detection succeeds.
• Most helpful sort: order delivered reviews by their public helpful-vote count.
• Translation: translate review titles and text into the selected language when text is available.
• Media archiving: save up to 10 photos or videos per review with a 3 MB limit per file, billed only per file stored successfully.

Use the Output fields section to turn off optional columns you do not need. Core status, row type, product and review IDs, rating, text, scrape time, and error fields remain available for reliable downstream processing.

Step 3: Run it and get your results

Click Start. Rows stream into the Output tab as they arrive. The Actor provides four ready-made dataset views and one media-storage link:

• Overview: the most useful columns across product reviews, site reviews, and explanatory rows.
• Product reviews: review text, ratings, reviewer signals, replies, media, links, and product context.
• Site reviews: reviews about the store itself, including public source-channel and store-rating details.
• Language & Media: detected language, translated text, source media, and archived-file references.
• Downloaded media: photos and videos archived by this run when media archiving is enabled.

Every row includes status and rowType. status: "Success" means the row contains a public review. rowType is review for product reviews, store_review for site reviews, or status for an explanation. Explanatory rows include a stable error code such as invalid_url, fera_not_detected, product_unavailable, or no_matching_reviews, and are never charged as Review events.

Download the dataset as JSON, CSV, or Excel from Storage, or read it through the Apify API.

💰 Pricing

Pay only for starting the run, delivered reviews, and optional enhancements that actually produce value.

Event	Price	When
Actor Start	$0.001 per event	when the Actor starts; one event per GB of memory, minimum one
Review	$0.0015 per row ($1.50 per 1,000)	per product or site review delivered
Add-on: Advanced filter	$0.0005 per row ($0.50 per 1,000)	per delivered review retained by one or more paid post-fetch filters
Add-on: Custom sort	$0.0005 per row ($0.50 per 1,000)	per delivered review ordered using Most helpful
Add-on: Language detected	$0.0005 per row ($0.50 per 1,000)	per delivered review whose language is detected successfully
Add-on: Review translated	$0.002 per row ($2.00 per 1,000)	per delivered review whose translated title or text is returned
Add-on: Media downloaded	$0.001 per file ($1.00 per 1,000)	per review photo or video archived successfully

Star-rating filtering, verified-buyer filtering, keyword search, all other sorts, public source media URLs, standard output fields, and explanatory status rows are included with the base review price. See the pricing panel on the Actor page for the configured prices when the Actor is published.

💡 Good to know

• Store URLs cover the public store-wide feed. They can return product reviews and site reviews together, including reviews imported from other public channels.
• Product URLs stay product-specific. They return reviews attached to the Shopify product ID resolved from that page.
• Landing pages preserve their path. If the page exposes an embedded product identity, the Actor returns that product's reviews. Otherwise it falls back to the store-wide feed.
• The cap is shared by store. Inputs from one store domain share maxResultsPerUrl, and each review is delivered at most once per run.
• Deduplication is automatic. Common hostname variants, trailing slashes, query strings, fragments, and repeated review IDs do not create duplicate rows.
• Not on Fera? If a store runs Okendo, Loox, Yotpo, Judge.me, or Junip instead, an uncharged status row names the detected provider and links to the matching sibling Actor.
• Status rows are never charged. Unsupported providers, unavailable products, empty public feeds, filtered-out results, and rejected URLs return a stable error value that explains the outcome.
• Field coverage matches the public source. If Fera or the storefront did not publish a requested value, the field returns null. Fields turned off in Output fields are omitted.
• Media limits are strict. Up to 10 files per review and 3 MB per file. A file is billed only after it is stored successfully.
• Runs are independent. No cross-run history is kept. Schedule runs and compare reviewId values on your side to track new reviews.
• Files and datasets live in your Apify storage. Retention depends on the Apify plan of the account running the Actor.

❓ FAQ

Do I need a Fera or Shopify account? No. The Actor reads only publicly published storefront and review data.

What if a store does not use Fera? You get one uncharged status row that explains the outcome. When the Actor recognizes a supported sibling widget, it names and links the matching scraper.

Why did a store URL return product reviews and site reviews together? Fera's public store-wide feed can contain both. Use rowType to separate product reviews from reviews about the store, and sourceChannel to distinguish native and imported sources.

How does a landing page work? The Actor reads the exact public page you submit. If it finds a readable product identity in the embedded Fera widget, it uses product scope; otherwise it uses store scope.

What if no reviews match? You get an uncharged status row with error: "no_matching_reviews". It can mean the target has no public reviews or the selected filters removed every review.

Why are some fields null? Not every public review includes every value. null means the field was requested but the source did not publish a value. A field disabled in Output fields is omitted instead.

Can I schedule this? Yes. Use Apify Schedules to run on any cadence and compare reviewId across snapshots to track new reviews.

Can I export to Excel or Google Sheets? Yes. Open the run's Storage tab and choose CSV, Excel, JSON, or another supported format. CSV and Excel files can be imported into Google Sheets.

Which stores work? Publicly reachable Shopify storefronts that publish reviews through Fera. Product and landing-page targets also need a readable public product identity to use product scope.

How long are my results stored? Results live in the Apify dataset and downloaded media lives in the run's key-value store. Retention depends on your Apify plan.

🔗 Other tools you might like

• Shopify Okendo Reviews Scraper API: reviews and product data from Shopify stores using Okendo.
• Shopify Loox Reviews Scraper API: reviews and product data from Shopify stores using Loox.
• Shopify Yotpo Reviews Scraper API: reviews and product data from Shopify stores using Yotpo.
• Shopify Judge.me Reviews Scraper API: reviews and product data from Shopify stores using Judge.me.
• Shopify Junip Reviews Scraper API: product reviews and site reviews from Shopify stores using Junip.

⚖️ Disclaimer

This tool is intended for lawful use with publicly available data. You are responsible for complying with Shopify's and Fera's terms and any laws that apply in your jurisdiction. The developer is not liable for misuse. Data availability depends on the storefront's public configuration at run time.

Keywords: shopify reviews, fera reviews, shopify review scraper, fera review scraper, product reviews export, shopify site reviews, review dataset, verified buyer reviews, ecommerce review data, customer review analytics