# Tesco Groceries Scraper - Prices, Offers & Stock (`blackfalcondata/tesco-scraper`) Actor

Scrape Tesco Groceries products by search term. This Tesco scraper returns the shelf price, the unit price and the Clubcard offer for every product it finds. Incremental runs report which products changed price since your last run.

- **URL**: https://apify.com/blackfalcondata/tesco-scraper.md
- **Developed by:** [Black Falcon Data](https://apify.com/blackfalcondata) (community)
- **Categories:** E-commerce, Lead generation, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.00 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).

# README

### What does Tesco Groceries Scraper do?

Tesco Groceries Scraper extracts structured product data from Tesco's own catalogue — shelf price, unit price, Clubcard offer, brand, barcode, aisle taxonomy, stock status, ratings and product images. It covers all 4 Tesco storefronts — `www.tesco.com` (UK), `www.tesco.ie` (Ireland), `potravinydomov.itesco.sk` (Slovakia) and `bevasarlas.tesco.hu` (Hungary) — each priced in its own currency, and supports keyword search, category browsing and direct product lookup, so you can run the same query consistently over time.

### How to use this actor

- 👉 **Register for a free Apify account** — no credit card required.
- 🎉 Just click **[Sign up free on Apify →](https://console.apify.com/sign-up?fpr=1h3gvi)** and complete a quick signup.
- 💰 A free Apify account includes $5 in monthly credits — enough to test this actor.
- ⏳ Scrape during the free trial, with no commitment or upfront payment required.

### Key features

- **🌍 4-market coverage** — one actor covers all 4 markets: `www.tesco.com`, `www.tesco.ie`, `potravinydomov.itesco.sk`, `bevasarlas.tesco.hu`. Paste a URL from any of them and it is scraped against that storefront, in that storefront's currency.
- **🔎 Search, category or a single product** — a search term, a category URL (the whole aisle, resolved against Tesco's own category tree) or a product URL (that one product). Each input is answered as what it is, not flattened into a keyword search.
- **🏷️ Price, unit price and Clubcard offer on every product** — the shelf price and the member price kept apart, with the offer's start and end dates, so loyalty pricing is never blended into one number.
- **💱 Every amount in the currency you want** — shelf price, unit price, Clubcard price and the saving, each converted at a dated ECB rate (`fxRateDate` on every row). USD, EUR and GBP always; set `reportingCurrency` to report in any other ISO currency.
- **🔖 The saving spelled out** — `discountAmount` and `discountPercent` alongside the member price and the offer's own unit price, so you never have to work out what the offer is worth.

### What data can you extract from tesco.com?

Each result includes Core product fields (`listingId`, `listingKey`, `productId`, `baseProductId`, `gtin`, `title`, `brand`, and `bulkBuyLimit`, and more) and extended fields (`description`). In standard mode, all fields are always present — unavailable data points are returned as `null`, never omitted. In compact mode, only core fields are returned.

### Input

The main inputs are a search keyword, an optional location filter, and a result limit. Additional filters and options are available in the input schema.

Key parameters:

- **`query`** — What to search the Tesco Groceries catalogue for, e.g. "semi skimmed milk". Use a JSON array for several searches in one run.
- **`country`** — Which Tesco storefront to search. Start URLs are always scraped against the market they came from, whatever this is set to. (default: `"GB"`)
- **`startUrls`** — Paste Tesco product, category or search URLs from any of the four markets — each is handled as what it is, and priced in its own storefront's currency. E.g. https://www.tesco.com/shop/en-GB/browse/fresh-food/milk-butter-eggs/milk/all or https://www.tesco.ie/shop/en-IE/products/268592982
- **`maxResults`** — Maximum total products to return (0 = unlimited). Runs of 200 products or fewer use 256 MB; larger runs use 512 MB. (default: `25`)
- **`maxPages`** — Maximum result pages to fetch per search. Each page holds 48 products, and a search stops early once the catalogue has no more. (default: `5`)
- **`reportingCurrency`** — Optional. Report every amount — shelf price, unit price, Clubcard price and the saving — in one currency of your choice, given as an ISO code (e.g. PLN, CZK, CHF). Every record already carries USD, EUR and GBP. Converted at a dated ECB rate, not a live one; the rate's date is on each record as fxRateDate.
- **`compact`** — Output only core fields (for AI-agent/MCP workflows). (default: `false`)
- **`excludeEmptyFields`** — Drop null, empty-string, and empty-array fields from each record before push. Smaller payloads for AI agents and dashboards. (default: `false`)
- **`incrementalMode`** — Compare against previous run state, so you see which products are new, which changed price, and which disappeared. stateKey is optional — it defaults to a value derived from your search inputs, so different searches never share state. (default: `false`)
- **`stateKey`** — Optional. Stable identifier for the tracked search universe (e.g. "weekly-dairy"). Leave empty to auto-generate from search inputs.
- **`emitUnchanged`** — When incremental, also emit products that haven't changed. (default: `false`)
- **`emitExpired`** — When incremental, also emit products no longer found in the search results. (default: `false`)
- ...and 14 more parameters

### Input examples

**Basic search** — Keyword-driven search with a result cap.

→ Full payload per result — all standard fields populated where the source provides them.

```json
{
  "query": "milk",
  "maxResults": 50
}
```

**Incremental tracking** — Only emit products that changed since the previous run with this `stateKey`.

→ First run builds the baseline state. Subsequent runs emit only records that are new or whose tracked content changed. Set `emitUnchanged: true` to include unchanged records as well.

```json
{
  "query": "milk",
  "maxResults": 200,
  "incrementalMode": true,
  "stateKey": "milk-tracker"
}
```

**Compact output for AI agents** — Return only core fields for AI-agent and MCP workflows.

→ Small payload with the most important fields — ideal for piping into LLMs without token overhead.

```json
{
  "query": "milk",
  "maxResults": 50,
  "compact": true
}
```

### Output

Each run produces a dataset of structured product records. Results can be downloaded as JSON, CSV, or Excel from the Dataset tab in Apify Console.

### Example product record

```json
{
  "listingId": "6ec4d805356a1e47b57de40454fb8f7546b5a638db814876fff729d4225d2d22",
  "listingKey": "89445870",
  "productId": "310163586",
  "baseProductId": "89445870",
  "gtin": "05060313403054",
  "title": "Cafepod Supercharger Espresso 36Pk 198G",
  "description": "CafePod Supercharger Exprso 36Pk 198g ",
  "brand": "CAFEPOD",
  "bulkBuyLimit": 99,
  "superDepartment": "Drinks",
  "department": "Coffee",
  "aisle": "Coffee Pods",
  "shelf": "Nespresso Compatible Coffee Pods",
  "priceText": "£15.00",
  "priceUsd": 20.13,
  "priceEur": 17.53,
  "priceGbp": 15,
  "unitPriceUsd": 101.68,
  "unitPriceEur": 88.53,
  "unitPriceGbp": 75.76,
  "fxRateDate": "2026-07-31",
  "priceValue": 15,
  "priceCurrency": "GBP",
  "canonicalUrl": "https://www.tesco.com/shop/en-GB/products/310163586",
  "sourceUrl": "https://www.tesco.com/shop/en-GB/products/310163586",
  "sourceCountry": "GB",
  "sourceDomain": "www.tesco.com",
  "searchQuery": "coffee",
  "searchUrl": "https://www.tesco.com/shop/en-GB/search?query=coffee",
  "fetchedAt": "2026-08-07T05:21:00.229Z",
  "imageUrl": "https://digitalcontent.api.tesco.com/v2/media/ghs/32cd1d2c-67cb-465f-8123-679c46309355/b7464533-2eea-4943-a47b-a3b49e7f7e49_1965640465.jpeg?h=225&w=225",
  "unitPriceValue": 75.76,
  "unitPriceUnit": "kg",
  "unitPriceText": "£75.76/kg",
  "inStock": true,
  "availability": "AvailableForSale",
  "isClubcardPrice": false,
  "isSponsored": true
}
```

### Incremental fields

When incremental mode is on, each record also carries:

- `changeType` — one of `NEW`, `UPDATED`, `UNCHANGED`, `REAPPEARED`, `EXPIRED`. Default output covers `NEW` / `UPDATED` / `REAPPEARED`; set `emitUnchanged: true` or `emitExpired: true` to opt into the others.
- `firstSeenAt`, `lastSeenAt` — ISO-8601 timestamps tracking the listing across runs.
- `isRepost`, `repostOfId`, `repostDetectedAt` — populated when a new listing matches the tracked content of a previously expired one. Set `skipReposts: true` to drop detected reposts from the output.

### How to scrape tesco.com

1. Go to [Tesco Groceries Scraper](https://apify.com/blackfalcondata/tesco-scraper?fpr=1h3gvi) in Apify Console.
2. Enter a search keyword and optional location filter.
3. Set `maxResults` to control how many results you need.
4. Click **Start** and wait for the run to finish.
5. Export the dataset as JSON, CSV, or Excel.

### Use cases

- Extract product data from tesco.com for market research and competitive analysis.
- Track pricing trends across regions and categories over time.
- Monitor new and changed products on scheduled runs without processing the full dataset every time.
- Feed structured data into AI agents, MCP tools, and automated pipelines using compact mode.
- Export clean, structured data to dashboards, spreadsheets, or data warehouses.
- Benchmark seller / dealer reputation using rating fields.

### How much does it cost to scrape tesco.com?

Tesco Groceries Scraper uses [pay-per-event](https://docs.apify.com/platform/actors/paid-actors/pay-per-event) pricing. You pay a small fee when the run starts and then for each result that is actually produced.

- **Run start:** $0.01 per run
- **Per result:** $0.002 per product record

Example costs:

- 10 results: **$0.03**
- 25 results: **$0.06**
- 100 results: **$0.21**
- 200 results: **$0.41**
- 500 results: **$1.01**

#### Example: recurring monitoring savings

These examples compare full re-scrapes with incremental runs at different churn rates. Churn is the share of products that are new or whose tracked content changed since the previous run. Actual churn depends on your query breadth, source activity, and polling frequency — the scenarios below are examples, not predictions.

Example setup: 100 products per run, daily polling (30 runs/month). Costs scale linearly with the number of products.

| Churn rate | Full re-scrape run cost | Incremental run cost | Savings vs full re-scrape | Monthly cost after baseline |
|---|---:|---:|---:|---:|
| 5% — stable niche query | $0.21 | $0.02 | $0.19 (90%) | $0.60 |
| 15% — moderate broad query | $0.21 | $0.04 | $0.17 (81%) | $1.20 |
| 30% — high-volume aggregator | $0.21 | $0.07 | $0.14 (67%) | $2.10 |

Full re-scrape monthly cost at the same cadence: $6.30. First month with incremental costs $0.79 / $1.37 / $2.24 for the 5% / 15% / 30% scenarios because the first run builds baseline state at full cost before incremental savings apply.

Platform usage is included in the per-result fee shown above.

### FAQ

#### How many results can I get from tesco.com?

The number of results depends on the search query and available products on tesco.com. Use the `maxResults` parameter to control how many results are returned per run.

#### Does Tesco Groceries Scraper support recurring monitoring?

Yes. Enable incremental mode to only receive new or changed products on subsequent runs. This is ideal for scheduled monitoring where you want to track changes over time without re-processing the full dataset.

#### Can I integrate Tesco Groceries Scraper with other apps?

Yes. Tesco Groceries Scraper works with Apify's [integrations](https://apify.com/integrations?fpr=1h3gvi) to connect with tools like Zapier, Make, Google Sheets, Slack, and more. You can also use webhooks to trigger actions when a run completes.

#### Can I use Tesco Groceries Scraper with the Apify API?

Yes. You can start runs, manage inputs, and retrieve results programmatically through the [Apify API](https://docs.apify.com/api/v2). Client libraries are available for JavaScript, Python, and other languages.

#### Can I use Tesco Groceries Scraper through an MCP Server?

Yes. Apify provides an [MCP Server](https://apify.com/apify/actors-mcp-server?fpr=1h3gvi) that lets AI assistants and agents call this actor directly. Use compact mode and `excludeEmptyFields` to keep payloads manageable for LLM context windows.

#### Is it legal to scrape tesco.com?

This actor extracts publicly available data from tesco.com. Web scraping of public information is generally considered legal, but you should always review the target site's terms of service and ensure your use case complies with applicable laws and regulations, including GDPR where relevant.

#### Your feedback

If you have questions, need a feature, or found a bug, please [open an issue](https://apify.com/blackfalcondata/tesco-scraper/issues?fpr=1h3gvi) on the actor's page in Apify Console. Your feedback helps us improve.

### You might also like

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- [ALDI US Scraper — Grocery Prices by ZIP Code](https://apify.com/blackfalcondata/aldi-us-scraper?fpr=1h3gvi) — Scrape aldi.us grocery products with prices, sizes, brands, categories, per-unit pricing and stock..
- [Bilka \[Just 💰$2\] — Danish Grocery Prices](https://apify.com/blackfalcondata/bilka-scraper?fpr=1h3gvi) — 💰 $2 per 1,000 products. Scrape bilka.dk — Salling Group's Danish hypermarket chain — full product.
- [BILLA Scraper — Austrian Grocery Prices & Promotions](https://apify.com/blackfalcondata/billa-scraper?fpr=1h3gvi) — Scrape shop.billa.at (BILLA Austria) for grocery prices, unit prices and promotions. Search by.
- [Carrefour \[Just 💰$2\] — France Grocery Prices](https://apify.com/blackfalcondata/carrefour-scraper?fpr=1h3gvi) — 💰 $2 per 1,000 products. Scrape carrefour.fr — Carrefour France groceries with current prices ·.
- [Carrefour MAF \[Just 💰$2\] — Groceries (7 Markets)](https://apify.com/blackfalcondata/carrefour-maf-scraper?fpr=1h3gvi) — 💰 $2 per 1,000 items. Scrape Carrefour MAF groceries across 7 Majid Al Futtaim markets — UAE ·.
- [Coop365 \[Just 💰$2\] — Danish discount grocery](https://apify.com/blackfalcondata/coop365-scraper?fpr=1h3gvi) — 💰 $2 per 1,000 products. Scrape 365discount.coop.dk — leaflet names & prices · unit quantities &.
- [Føtex \[Just 💰$2\] — Danish Grocery Prices](https://apify.com/blackfalcondata/foetex-scraper?fpr=1h3gvi) — 💰 $2 per 1,000 products. Scrape foetex.dk — Salling Group's Danish supermarket chain — full.

### Getting started with Apify

New to Apify? [Create a free account with $5 credit](https://console.apify.com/sign-up?fpr=1h3gvi) — no credit card required.

1. Sign up — $5 platform credit included
2. Open this actor and configure your input
3. Click **Start** — export results as JSON, CSV, or Excel

Need more later? [See Apify pricing](https://apify.com/pricing?fpr=1h3gvi).

### Disclaimer

This actor accesses only publicly available data on tesco.com. You are responsible for how you use the extracted data — in particular any personal information such as names, phone numbers, or email addresses — and for complying with Tesco Groceries's terms of use, applicable data-protection law (including the GDPR where it applies), and the anti-spam rules of your jurisdiction.

This actor is not affiliated with, endorsed by, or connected to Tesco Groceries.

### Search keywords

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# Actor input Schema

## `query` (type: `string`):

What to search the Tesco Groceries catalogue for, e.g. "semi skimmed milk". Use a JSON array for several searches in one run.

## `country` (type: `string`):

Which Tesco storefront to search. Start URLs are always scraped against the market they came from, whatever this is set to.

## `startUrls` (type: `array`):

Paste Tesco product, category or search URLs from any of the four markets — each is handled as what it is, and priced in its own storefront's currency. E.g. https://www.tesco.com/shop/en-GB/browse/fresh-food/milk-butter-eggs/milk/all or https://www.tesco.ie/shop/en-IE/products/268592982

## `maxResults` (type: `integer`):

Maximum total products to return (0 = unlimited). Runs of 200 products or fewer use 256 MB; larger runs use 512 MB.

## `maxPages` (type: `integer`):

Maximum result pages to fetch per search. Each page holds 48 products, and a search stops early once the catalogue has no more. Raise it to walk a whole category — the largest run this way. Records are streamed as they are found, so a long run costs time, not memory.

## `reportingCurrency` (type: `string`):

Optional. Report every amount — shelf price, unit price, Clubcard price and the saving — in one currency of your choice, given as an ISO code (e.g. PLN, CZK, CHF). Every record already carries USD, EUR and GBP. Converted at a dated ECB rate, not a live one; the rate's date is on each record as fxRateDate.

## `compact` (type: `boolean`):

Output only core fields (for AI-agent/MCP workflows).

## `excludeEmptyFields` (type: `boolean`):

Drop null, empty-string, and empty-array fields from each record before push. Smaller payloads for AI agents and dashboards.

## `incrementalMode` (type: `boolean`):

Compare against previous run state, so you see which products are new, which changed price, and which disappeared. stateKey is optional — it defaults to a value derived from your search inputs, so different searches never share state.

## `stateKey` (type: `string`):

Optional. Stable identifier for the tracked search universe (e.g. "weekly-dairy"). Leave empty to auto-generate from search inputs.

## `emitUnchanged` (type: `boolean`):

When incremental, also emit products that haven't changed.

## `emitExpired` (type: `boolean`):

When incremental, also emit products no longer found in the search results.

## `skipReposts` (type: `boolean`):

When incremental, skip products whose content matches an expired product from a prior run (cross-run duplicate detection).

## `telegramToken` (type: `string`):

Telegram bot token (from @BotFather). Required for Telegram notifications.

## `telegramChatId` (type: `string`):

Telegram chat or channel ID (e.g. "-100123456789"). Required when telegramToken is set.

## `discordWebhookUrl` (type: `string`):

Discord incoming webhook URL. Server Settings → Integrations → Webhooks → New Webhook.

## `slackWebhookUrl` (type: `string`):

Slack incoming webhook URL. api.slack.com/messaging/webhooks.

## `notificationLimit` (type: `integer`):

Maximum number of products included in each notification message (1–20).

## `notifyOnlyChanges` (type: `boolean`):

When Incremental Mode is on, only send notifications for NEW and UPDATED products. Has no effect outside incremental mode.

## `whatsappAccessToken` (type: `string`):

WhatsApp Cloud API permanent access token (System User token from Meta Business). Recipient must have messaged the business number within the last 24h (service-conversation window — free since Nov 2024).

## `whatsappPhoneNumberId` (type: `string`):

Your WhatsApp Business phone-number ID (numeric, from Meta dashboard). Required when whatsappAccessToken is set.

## `whatsappTo` (type: `string`):

Recipient phone in E.164 format without + (e.g. "447700900123"). Recipient must have messaged your business number within last 24h.

## `webhookUrl` (type: `string`):

Receives a JSON POST with {metadata, items} after each run. Universal escape hatch for n8n / Make / Zapier / custom backends.

## `webhookHeaders` (type: `object`):

Optional JSON object of custom headers (e.g. {"Authorization":"Bearer ..."}).

## `appConnector` (type: `string`):

Optional. Pick a connected app under Settings → API & Integrations to receive your results. Best-effort across MCP connectors as Apify expands its catalog.

## `mcpIssueTeam` (type: `string`):

Only when the connected app is an issue tracker: the team (name or ID) the summary issue is created under, if that app requires one.

## Actor input object example

```json
{
  "query": "milk",
  "country": "GB",
  "maxResults": 5,
  "maxPages": 5,
  "compact": false,
  "excludeEmptyFields": false,
  "incrementalMode": false,
  "emitUnchanged": false,
  "emitExpired": false,
  "skipReposts": false,
  "notificationLimit": 5,
  "notifyOnlyChanges": false
}
```

# Actor output Schema

## `results` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "query": "milk",
    "maxResults": 5,
    "excludeEmptyFields": false
};

// Run the Actor and wait for it to finish
const run = await client.actor("blackfalcondata/tesco-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "query": "milk",
    "maxResults": 5,
    "excludeEmptyFields": False,
}

# Run the Actor and wait for it to finish
run = client.actor("blackfalcondata/tesco-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "query": "milk",
  "maxResults": 5,
  "excludeEmptyFields": false
}' |
apify call blackfalcondata/tesco-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,blackfalcondata/tesco-scraper"
        }
    }
}

```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/0f72b9q2aFwwAFcGQ/builds/kExAsGsBNzzSMmmaz/openapi.json