ScraperWatch

Coles scrapers compared

48 tools that scrape Coles, ranked by real usage over the last 30 days. Success rate is the share of public runs that finished successfully in the last 30 days. Summed reported actor users: 912. Users may overlap across tools; this is not a count of unique people or buyers, or search volume.

At a glance: 48 tools; 18 of 48 displayed tools have recorded 30-day run completion (20+ public runs). Dataset file date: 2026-10-20; individual observation dates vary or are unknown.

Carried forward means retained from an earlier fetch; pricing and usage may have changed, or the listing may be absent from today's fetch. Unknown observation dates remain unknown. Dataset file dates and tool build dates are not tool observation dates.

Current recommendations use only tools fetched in this dataset with a known observation date. Carried-forward and unknown-date records remain in comparisons but cannot be current picks.

Pricing coverage among 48 displayed tools: 48 with a recorded primary-event rate; 0 with an unavailable primary-event rate; 0 with an explicit FREE model. Primary-event rates use the recorded billing units below; different events are not equivalent results.

Comparison evidence

Sorting covers only the displayed subset (at most 60 tools), not the entire store or every matching actor. Success means run completion, not output accuracy. Review sorting uses review count, not rating. Unknown evidence stays last; ties retain original order.

ToolUsers 30dObserved run completion 30dRuns 30dUSD / 1,000 primary eventsUSD / run startReview count (rating shown)Last run
Coles AU Product Search Scraper
dromb/coles-au-product-search-specials-stores-unofficial
Observation date unknown · Observed: unknown · alternatives
27629.7%14,417$1.00$0.0080 reviews · rating 0.02026-10-19
Coles Scraper - Prices & Stock by Store, Specials, Catalog
clearpath/coles-scraper
Observation date unknown · Observed: unknown · alternatives
26893.4%13,374$1.49Selected event: Product or store result (result)
1 additional listed charge events

Cost per product or store saved to the dataset. Each store gets its own rows.

  • Add-on: Product details (details)
$0.0050 reviews · rating 0.02026-10-19
Coles Australia Scraper: Unit Prices, Specials, Stock & Alerts
getascraper/coles-scraper
Observation date unknown · Observed: unknown · alternatives
26686.9%22,964$6.00<$0.0011 reviews · rating 5.02026-10-18
Coles, Woolworths & ALDI Scraper
lergassy/au-grocery-scraper
Observation date unknown · Observed: unknown
3099.0%505$1.50Selected event: Product (product)
3 additional listed charge events

One product from one chain with its price, was-price, unit price, stock and category. Errors and filtered-out products are free.

  • Price comparison (comparison)
  • Store (store)
  • Add-on: Nutrition and ingredients (nutrition-lookup)
Unavailable7 reviews · rating 4.92026-10-19
Coles Australia Scraper - Prices, Half Price Specials & Stock
memo23/coles-scraper
Observation date unknown · Observed: unknown
16100.0%47$0.80$0.0050 reviews · rating 0.02026-10-19
Coles Product Search Scraper
stealth_mode/coles-product-search-scraper
Observation date unknown · Observed: unknown
897.8%275$10.00$0.100 reviews · rating 0.02026-10-19
Coles AU Scraper - Groceries, Prices & Reviews
abotapi/coles-au-scraper
Observation date unknown · Observed: unknown
691.1%101$1.80Selected event: Product result (apify-default-dataset-item)
1 additional listed charge events

Charged for each product returned in the dataset.

  • Detail enrichment (detail-enrichment)
$0.0601 reviews · rating 5.02026-10-19
AU Grocery Prices - Coles, Woolworths, ALDI & IGA
toptock/au-grocery-prices
Observation date unknown · Observed: unknown
398.1%53$0.50Selected event: Product Result (product)
1 additional listed charge events

One product from one chain, with price, specials and unit price.

  • Comparison result (comparison)
$0.0010 reviews · rating 0.02026-10-19
Coles Australia Product & Price Scraper
stralium/coles-products
Observation date unknown · Observed: unknown
2—12$0.90Selected event: Product result (product-result)
1 additional listed charge events

One Coles product with prices returned in the dataset.

  • Product details add-on (product-details)
Unavailable0 reviews · rating 0.02026-10-18
Coles Australia Scraper - Prices, Specials, Stock & History
crawlplant/coles-au
Observation date unknown · Observed: unknown
298.3%59$0.80Selected event: Product (apify-default-dataset-item)
1 additional listed charge events

One record in the dataset: a product with price, unit price, specials and stock (or one store in store directory mode)

  • Full product details (product-details)
<$0.0010 reviews · rating 0.02026-10-19
Coles Product Search Scraper — Australia Grocery | PPE
bovi/coles-product-search-scraper
Observation date unknown · Observed: unknown
2100.0%33$36.00Selected event: Product result (product-result)
Event details

One grocery product delivered to your dataset, with all available fields.

Unavailable0 reviews · rating 0.02026-10-19
Coles & Woolworths Scraper - Prices & Half Price Specials
kalilfagundes.w/au-supermarkets-scraper
Observation date unknown · Observed: unknown
1—2$1.50Selected event: Product (product)
Event details

One Coles or Woolworths product row saved to the dataset.

$0.0020 reviews · rating 0.02026-10-19
Coles, Woolworths & Aldi Scraper - Australia Grocery Prices
magenta_courser/australia-supermarket-prices
Observation date unknown · Observed: unknown
1—8$1.50Selected event: Product (product)
Event details

One product row saved to the dataset. Failed categories and summary rows are free.

<$0.0010 reviews · rating 0.02026-10-19
Australian Supermarket Prices: Coles, Woolworths & ALDI
siftwright_data/au-supermarket-prices
Observation date unknown · Observed: unknown
1——$1.50Selected event: Product saved (product)
1 additional listed charge events

Charged for each product row saved to the dataset.

  • Price comparison (comparison)
Unavailable0 reviews · rating 0.02026-10-20
Woolworths & Coles Scraper – Australian Grocery Prices
rt-solutions/au-supermarkets-scraper
Observation date unknown · Observed: unknown
1——$1.00Unavailable0 reviews · rating 0.02026-10-19
Australia Grocery Prices Scraper: Coles, Woolworths & ALDI
amitaviv/australia-grocery-prices-scraper
Observation date unknown · Observed: unknown
1—4$0.96Selected event: Product (product)
1 additional listed charge events

One product from one retailer (Coles, Woolworths or ALDI) delivered to the dataset, with its price, was-price, promotion and unit price.

  • Product checked (price monitoring) (product-checked)
$0.0040 reviews · rating 0.02026-10-19
Coles, Woolworths & Aldi Price Scraper - No Login
cliqtomedia/au-supermarket-prices
Observation date unknown · Observed: unknown
1—3$0.45Selected event: Product saved (product)
1 additional listed charge events

One product row saved to the dataset.

  • Store page read (page)
$0.0020 reviews · rating 0.02026-10-18
Australian Supermarket Prices: Coles, Woolworths & ALDI
serenido/au-supermarket-prices
Observation date unknown · Observed: unknown
1—10$0.30<$0.0010 reviews · rating 0.02026-10-19
Coles Woolworths ALDI Scraper
scrape-lads/au-grocery-scraper
Observation date unknown · Observed: unknown
1—5$1.50Selected event: Product (product)
1 additional listed charge events

One product row from Coles, Woolworths or ALDI, including store-specific price when postcodes are set.

  • Actor start (actor-start)
$0.0100 reviews · rating 0.02026-10-18
Coles, Woolworths & ALDI Scraper – Australian Grocery Prices
brii3343/coles-woolworths-aldi-scraper
Observation date unknown · Observed: unknown
1—8$1.50Selected event: Product (product)
Event details

One product saved to the dataset, from any of the three stores. Error and no-result rows are not charged.

<$0.0010 reviews · rating 0.02026-10-18
Coles vs Woolworths vs ALDI Price Comparison & API
s_actors/coles-woolworths-aldi-price-comparison
Observation date unknown · Observed: unknown
1—3$0.49Selected event: Product row (product)
1 additional listed charge events

Output "Products": one product of one chain matching a shopping-list item, with its price and comparable price per kg / L / each. Products that do not match the item are free.

  • Item comparison (comparison)
$0.0010 reviews · rating 0.02026-10-18
Coles & Woolworths Grocery Price Scraper
cylindrical_lighthouse/au-grocery-prices
Observation date unknown · Observed: unknown
1—19$1.50Selected event: Product (product)
3 additional listed charge events

Charged for each product record saved to the dataset (including new, changed and removed products in monitoring mode).

  • Actor start (actor-start)
  • Coles product details (barcode) (product-details)
  • Unchanged product checked (product-checked)
$0.0050 reviews · rating 0.02026-10-19
Coles Scraper & API - Store Prices, Specials, Price Tracker
s-r/coles-scraper
Observation date unknown · Observed: unknown
1100.0%25$1.00Selected event: Product row (product)
4 additional listed charge events

One product from a search, category browse or the specials catalogue.

  • Run started (run_start)
  • Product detail (product_detail)
  • Watchlist check (watch_check)
  • Change detected (change)
$0.0020 reviews · rating 0.02026-10-18
Coles Scraper — Bulk Prices & CSV API
apivault_labs/coles-basket-price-monitor
Observation date unknown · Observed: unknown
1—10$1.00Unavailable0 reviews · rating 0.02026-10-19
Coles Australia Scraper — Store Prices, Products & Specials
highbrow_fame/coles-au-products
Observation date unknown · Observed: unknown
1—19$1.00Selected event: Product (product)
Event details

One Coles product delivered. Searches without results and skipped full-price products are not charged.

Unavailable0 reviews · rating 0.02026-10-19
Coles Product Scraper
distinct_readjustment/coles-product-scraper
Observation date unknown · Observed: unknown
1—7$1.50Selected event: Product (product)
Event details

Cost per product saved to the dataset. Products without a price are skipped and not charged.

$0.0030 reviews · rating 0.02026-10-18
Australian Grocery Prices: Coles & ALDI
fourteenerdevs/australian-grocery-prices
Observation date unknown · Observed: unknown
1—1$1.00<$0.0010 reviews · rating 0.02026-10-18
Coles Scraper — Prices, Specials, Barcodes & Nutrition
logiover/coles-scraper
Observation date unknown · Observed: unknown
1—1$2.00Unavailable0 reviews · rating 0.02026-10-18
Coles Scraper — Prices, Specials, Stock & Nutrition (Australia)
aussie-grocery-data/coles-scraper
Observation date unknown · Observed: unknown
1—2$0.99Selected event: Product row (product)
2 additional listed charge events

One product at one store, with price, specials, unit price and stock.

  • Product details (product-details)
  • Store row (store)
<$0.0010 reviews · rating 0.02026-10-19
Coles Scraper - Prices, Specials, Stock & Catalog
haketa/coles-scraper
Observation date unknown · Observed: unknown
1—2$3.00<$0.0010 reviews · rating 0.02026-10-18
Coles Scraper - $0.90 / 1000 Products
scrapeunblocker/coles-scraper
Observation date unknown · Observed: unknown
1—6$0.90<$0.0010 reviews · rating 0.02026-10-19
Coles AU Scraper — Prices, Specials, Ingredients
architekture/coles-au-product-scraper
Observation date unknown · Observed: unknown
1—7$1.50Selected event: Product (product)
1 additional listed charge events

One product row from search or category listing (price, specials, unit price, barcode).

  • Product with details (product-detail)
Unavailable0 reviews · rating 0.02026-10-18
Coles Price Tracker - Price Drops, Specials & Stock by Category
neverempty/coles-price-change-monitor
Observation date unknown · Observed: unknown
1—7$1.49Selected event: Product returned (product-returned)
1 additional listed charge events

One row for a Coles product with a price, read from the category pages you gave: name, brand, size, price, was price, saving, special label, multi-buy offer, unit price, stock, aisle, product URL and image. Each product is one row per category per run. In monitor mode a row is returned only for a price drop, a new special or a newly listed product (and a price increase if you switch it on). Products listed without a price, categories or pages that cannot be read, and the first monitor-mode run of a category are free. There is no start fee.

  • Monitoring check (category-checked)
Unavailable0 reviews · rating 0.02026-10-19
Coles Reviews Spider
hello.datawizards/coles-reviews-spider
Observation date unknown · Observed: unknown
1100.0%26$8.00$0.0500 reviews · rating 0.02026-10-18
Coles Stock Checker & API: Prices & Specials by Store
s_actors/coles-stock-checker
Observation date unknown · Observed: unknown
1—4$0.79Selected event: Product row (product)
Event details

One returned row: a product at one store with its stock count, prices and specials. Rows removed by your filters, and unchanged rows in monitoring mode, are free.

$0.0010 reviews · rating 0.02026-10-18
Coles AU Product Lookup API – AI & MCP
dromb/coles-au-product-lookup-ai-mcp-unofficial
Observation date unknown · Observed: unknown
1100.0%25$2.00Selected event: result (product-result)
Event details

Single result in the default dataset.

<$0.0010 reviews · rating 0.02026-10-19
Indigo Books Scraper — Chapters & Coles Prices, ISBN, Stock
yugenox/indigo-scraper
Observation date unknown · Observed: unknown
1100.0%22$1.50Selected event: Product result (result)
2 additional listed charge events

One product (or one format, with 'One row per format') saved to the dataset with price, ISBNs, authors and online stock. Rows for codes Indigo doesn't carry are free.

  • Per-store stock add-on (store-stock)
  • Ratings & reviews add-on (reviews)
$0.0010 reviews · rating 0.02026-10-18
Coles Australia Grocery Price Scraper: Products & Specials
charitable_trousseau/coles-au-product-scraper
Observation date unknown · Observed: unknown
1—11$2.00<$0.0010 reviews · rating 0.02026-10-19
Coles AU Product Scraper
consentantaneity/coles-scraper
Observation date unknown · Observed: unknown
1—18$0.60$0.0030 reviews · rating 0.02026-10-18
Coles Australia Scraper — Grocery Prices & Specials
tortuga/coles-scraper
Observation date unknown · Observed: unknown
1100.0%26$2.00Selected event: Product scraped (result)
1 additional listed charge events

One Coles product saved to the dataset (price, was-price, specials, multibuy, unit price, product ID, brand, size, images, availability, category).

  • Product details fetched (detail)
Unavailable0 reviews · rating 0.02026-10-19
Coles Prices Scraper
1mp/coles-prices
Observation date unknown · Observed: unknown
1—16$1.49Unavailable0 reviews · rating 0.02026-10-19
🚀 Coles Scraper · 5,000 Free Products/Month
omkar-cloud/coles-scraper
Observation date unknown · Observed: unknown
1—1$1.00Selected event: Product (apify-default-dataset-item)
1 additional listed charge events

One Coles product with price, was-price, unit price, special, stock, categories and aisle at your store.

  • Full product details (details)
<$0.0010 reviews · rating 0.02026-10-18
Coles Scraper: Australian Grocery Prices & Stock
axlymxp/coles-grocery-scraper
Observation date unknown · Observed: unknown
1—3$2.00$0.0050 reviews · rating 0.02026-10-19
🚀 Coles Specials Scraper · 5,000 Free Deals/Month
omkar-cloud/coles-specials-scraper
Observation date unknown · Observed: unknown
1—1$1.00<$0.0010 reviews · rating 0.02026-10-18
Australia Supermarket Price Scraper: Coles, Woolworths, Aldi
yappman/au-supermarket-price-scraper
Observation date unknown · Observed: unknown
097.3%148$2.00Selected event: Product (product)
Event details

One product row pushed to your dataset.

$0.0050 reviews · rating 0.02026-10-19
Coles & Woolworths Scraper: Prices, Specials & Unit Prices
egra_van/au-grocery-prices
Observation date unknown · Observed: unknown
097.0%33$0.60Selected event: Grocery product (product)
Event details

One grocery product with price, was-price, unit price and special flag.

<$0.0010 reviews · rating 0.02026-10-19
Coles Australia Scraper - Prices, Specials, Barcodes $1/1K
om_kh/coles-australia-scraper
Observation date unknown · Observed: unknown
0—12$1.00Selected event: Product (product)
1 additional listed charge events

One Coles product with its price, unit price, special and availability. The first 10 products of every run are free.

  • Product with details (product-details)
Unavailable0 reviews · rating 0.02026-10-19
Coles Scraper
mlg14/coles-scraper
Observation date unknown · Observed: unknown
097.3%146$1.00Unavailable0 reviews · rating 0.02026-10-19

Download the Coles comparison CSV (48 displayed tools). Includes snapshot_date (the dataset file date, not tool observation), observed_on (blank when unknown), observation_status (fetched, carried_forward or unknown), carried_forward, usage, recorded runs, success rate (0–1), pricing model, primary event and its listed USD price per 1,000 events (per_k). This primary-event rate is not total cost: run-start and additional charges may apply, and events can differ between tools. Unknown prices and success rates are blank; FREE identifies an explicit free pricing model.

Success rate is shown only for tools with 20+ runs in 30 days; below 90% is highlighted. Prices are list prices for Apify's free plan (paid plans are cheaper). Rates are per 1,000 primary events in the recorded unit named beside each rate; an unavailable billing unit is labeled explicitly. Different billing events do not imply equivalent results. Run-start and additional charges, plus your workload, determine total cost. Unavailable means the snapshot did not provide the value; an explicit FREE model is separate from a zero listed event rate. You are responsible for complying with Coles's terms and applicable law. How we measure.

Would rather not run a scraper yourself? See our measured comparison of scraping APIs (success rate and cost per page on real targets).

Other ways to get this data

These are workflow options, not target-specific benchmark results. Check target support, response fields and setup requirements before choosing a tool.

Octoparse — desktop and cloud point-and-click scraper with ready-made templates for popular sites; no code, runs on a schedule.

Oxylabs — web scraping API with proxies and JavaScript rendering built in, for developers who want raw pages or parsed results in their own code.

ScraperAPI — web scraping API that handles proxy rotation and JavaScript rendering behind one request; included in our daily scraping-API benchmark. See our controlled API benchmark and its limits. These controlled fixtures are not a test of this target website.

Affiliate disclosure: we may earn a commission if you buy through these links, at no extra cost to you. It never affects rankings.

Related targets

Shared counts use distinct Actor IDs shown in both comparison tables. Shared listings do not establish equivalent capabilities, interchangeable outputs or permission to scrape. Category peers share a directory category.