Talabat Scraper — Restaurants, Full Menus & Prices (9 MENA Countries)

Turn Talabat.com into structured restaurant data: search any keyword or restaurant name across the UAE, Saudi Arabia, Kuwait, Bahrain, Oman, Qatar, Jordan, Egypt and Iraq, and get back clean JSON rows with ratings, GPS coordinates, payment methods, delivery details, complete menus with prices — and even the full customization tree (sizes, add-ons, extras) for every menu item.

No proxies, no browser, no login. One row per restaurant, menu nested inline.

Why Use This Scraper?

• Country-wide search — one query like "pizza" or "mcdonalds" sweeps an entire country, up to 1,000 restaurants per query.
• Full menus with prices — every item's name, description, price, discounted old price, image and menu section.
• Choice trees nobody else gives you cleanly — sizes, add-ons, extras with per-option prices and selection rules (min/max, mandatory, single vs multi-select).
• GPS + payments included — latitude/longitude, accepted payment methods, cash/card flags, delivery fee and minimum order.
• Direct restaurant targeting — paste slugs or full Talabat URLs to skip search entirely.
• Fast and proxy-free — Talabat serves plain HTTP; runs cost nothing extra in proxy bandwidth.

Overview

This actor scrapes public restaurant listings from Talabat, the leading food-delivery platform in the Middle East (a Delivery Hero company). It's built for market researchers, food-tech analysts, restaurant chains benchmarking competitors, and developers feeding menu data into apps or LLM pipelines.

Each dataset row is one restaurant. Restaurant-level fields (name, cuisine, rating, GPS, payments, delivery) are always present; menu_items is added when you enable menu scraping, and each menu item gains a choice_sections array when you enable choice scraping.

Supported Inputs

Input type	Example	Notes
Search query	pizza, mcdonalds, sushi	Searched country-wide in the selected country
Restaurant slug	blue-fig	The last segment of a Talabat restaurant URL; uses the selected country
Full restaurant URL	https://www.talabat.com/jordan/blue-fig	Country is auto-detected from the URL
Menu-page URL	https://www.talabat.com/uae/restaurant/626019/zaatar-w-zeit	Slug + country auto-extracted

Copy-paste starter input:

{
    "queries": ["pizza"],
    "country": "uae",
    "maxResults": 20,
    "scrapeMenu": true
}

Not supported: grocery / pharmacy / flowers verticals (restaurants only), talabat mart stores, and order/checkout data (requires login).

Use Cases

Who	What they do with it
Market researchers	Map cuisine coverage, pricing and ratings across MENA cities
Restaurant chains	Benchmark competitor menus, prices and delivery fees per country
Food-tech startups	Seed menu databases with real items, prices and customizations
Data & AI teams	Feed structured menu + choice data into recommendation or LLM apps
Agencies	Build market-entry reports for F&B brands expanding into the Gulf

How It Works

1. Each search query is sent to Talabat's vendor search API for the selected country, paginated up to your maxResults.
2. Every discovered restaurant's branch page is fetched once — it carries the full vendor record: GPS, payments, delivery fee, rating.
3. With Scrape full menu on, the same fetch yields the complete menu (items, prices, sections) at no extra HTTP cost.
4. With Scrape menu choices on, each customizable item's choice tree (sizes, add-ons, extras) is fetched with rate-limit-aware pacing.
5. One row per restaurant is pushed to the dataset — export as JSON, CSV or Excel.

Input Configuration

Field	Type	Default	Description
queries	array	[]	Search terms; each returns up to maxResults restaurants
restaurantSlugs	array	[]	Slugs or full Talabat URLs to scrape directly
country	string	"uae"	One of uae, sa, kw, bh, om, qa, jo, eg, iq
maxResults	integer	20	Max restaurants per query (1–1000)
scrapeMenu	boolean	false	Include menu_items in each row
scrapeMenuChoices	boolean	false	Also fetch per-item choice trees; implies scrapeMenu
maxItems	integer	—	Hard cap on total restaurants across all queries + slugs
maxConcurrency	integer	10	Parallel restaurant fetches
proxy	object	none	Optional; not needed for Talabat

Search 100 pizza places in Saudi Arabia with menus:

{
    "queries": ["pizza"],
    "country": "sa",
    "maxResults": 100,
    "scrapeMenu": true
}

Scrape two specific restaurants with full choice trees:

{
    "restaurantSlugs": [
        "https://www.talabat.com/jordan/blue-fig",
        "https://www.talabat.com/uae/restaurant/626019/zaatar-w-zeit"
    ],
    "scrapeMenu": true,
    "scrapeMenuChoices": true
}

Output Overview

One row per restaurant. Restaurant-level fields are always filled from the live branch page; menu_items appears when menu scraping is on; each item with has_choices: true carries choice_sections when choice scraping is on. Prices are in the country's local currency (see the currency field).

Output Samples

Restaurant row (menu trimmed — a real run returned 143 items for this restaurant):

{
    "name": "Zaatar W Zeit",
    "slug": "zaatar-w-zeit",
    "cuisine": "Arabic, Wraps, Breakfast, Lebanese",
    "rating": 4.2,
    "total_ratings": 1000,
    "logo": "https://images.deliveryhero.io/image/talabat/restaurants/Zaatar_W_Zeit_Logo_EN_636322586934078481.jpg?width=180",
    "latitude": 25.2086335,
    "longitude": 55.2724548,
    "accepts_cash": true,
    "accepts_card": true,
    "payment_methods": ["visa", "mastercard", "cash"],
    "delivery_fee": 0,
    "minimum_order_amount": 0,
    "branch_id": 626019,
    "branch_name": "Zaatar w Zeit, Sheikh Zayed Road, Jumeirah 1",
    "chain_id": 7614,
    "country": "uae",
    "currency": "AED",
    "url": "https://www.talabat.com/uae/zaatar-w-zeit",
    "menu_items": [
        {
            "id": 2242804246,
            "name": "Mighty Kafta",
            "description": "Kebab mix with cheese, tomatoes and mayo on top. Served as a flatbread or wrapped",
            "price": 36,
            "old_price": null,
            "image": "https://images.deliveryhero.io/image/talabat/MenuItems/19D7169A6A5F0D087E3CFED9FE54F5D6",
            "category": "Picks for you",
            "has_choices": true,
            "choice_sections": [
                {
                    "section_name": "Choice of Dough",
                    "selection_string": "Choose up to 1 items",
                    "min_quantity": 0,
                    "max_quantity": 1,
                    "is_single_selection": false,
                    "is_mandatory": false,
                    "options": [
                        { "id": 2401564449, "name": "High Protein Dough", "price": 6, "old_price": null, "is_discounted": false, "has_sub_choices": false },
                        { "id": 2401564450, "name": "Multi Cereal Dough", "price": 4, "old_price": null, "is_discounted": false, "has_sub_choices": false }
                    ]
                }
            ]
        }
    ],
    "scraped_at": "2026-07-22T21:40:06.184Z"
}

Key Output Fields

Identity — name, slug, branch_id, branch_name, branch_slug, chain_id, url, country, currency

Quality signals — rating, total_ratings, cuisine, most_selling_items

Location & logistics — latitude, longitude, delivery_fee, minimum_order_amount, avg_delivery_time

Payments — accepts_cash, accepts_card, payment_methods

Menu (optional) — menu_items[] with name, description, price, old_price (pre-discount), image, category, has_choices

Choices (optional) — choice_sections[] per item: section_name, min_quantity/max_quantity, is_mandatory, is_single_selection, and options[] with per-option name and price

FAQ

Which countries are supported?

UAE, Saudi Arabia, Kuwait, Bahrain, Oman, Qatar, Jordan and Egypt work fully. Iraq is accepted as an input but Talabat has moved its Iraqi storefront to a separate app, so results there are typically empty.

How many restaurants can one query return?

Up to 1,000 per query (set maxResults). A broad term like "pizza" in the UAE has over 1,100 matches; niche terms return fewer. Search is country-wide but relevance-ranked from the country's main metro area.

Are menu prices always available?

Yes for restaurants that are live on Talabat. Restaurants that are temporarily closed or delisted still produce a restaurant-level row (from search data), just without menu_items — the actor logs a warning when that happens.

Do I get the discounted and the original price?

Yes — price is the current price and old_price is the pre-discount price when an item is on offer (otherwise null).

What exactly is in a choice tree?

Everything the customer sees in the customization popup: each section ("Size", "Add-ons", "Your choice of..."), its selection rules (min/max quantity, mandatory or not, single vs multi-select), and every option with its own price.

Does it scrape reviews or order data?

No. Talabat does not expose individual review text publicly, and anything behind the login (orders, addresses, checkout) is out of scope. You get rating and total_ratings per restaurant.

Do I need a proxy?

No. Talabat serves direct requests without blocking. Choice-tree fetches are rate-limited per IP, so the actor paces them automatically — very large choice-heavy runs are slower but complete.

Can I scrape groceries or pharmacies on Talabat?

Not with this actor — it targets the restaurant vertical only.

Support

Found a bug or have a feature request? Open an issue on the actor's Issues tab or email me at muhameddidovic@gmail.com.

Additional Services

Need a custom export shape, another Talabat vertical, scheduled monitoring, or menu-diff alerts? I do tailored work — drop me a line at muhameddidovic@gmail.com.

Explore More Scrapers

If you found this useful, you might also like:

• Uber Eats Full Menu & Reviews Scraper — the same menu-depth approach for Uber Eats.
• Yelp Leads & Business Scraper — restaurant leads with emails and unlimited reviews.
• TripAdvisor Reviews Scraper — hotel & restaurant reviews at $0.45/1k.

Full list at apify.com/memo23.

🤖 For AI Agents & LLM Apps

Compact reference for AI agents calling this actor via the Apify MCP server or the Apify API (actor: memo23/talabat-scraper).

Purpose: scrapes Talabat.com (MENA food delivery) restaurants by search query or slug — one row per restaurant with ratings, GPS, payments, and optional full menu + per-item choice trees.

Minimal input:

{ "queries": ["pizza"], "country": "uae", "maxResults": 5, "scrapeMenu": true }

Output: one dataset row per restaurant — name, slug, cuisine, rating, total_ratings, latitude, longitude, accepts_cash, accepts_card, payment_methods[], delivery_fee, minimum_order_amount, branch_id, branch_name, chain_id, country, currency, url, most_selling_items[], menu_items[] {name, description, price, old_price, image, category, has_choices, choice_sections[] {section_name, min_quantity, max_quantity, is_mandatory, options[] {name, price}}}, scraped_at.

Behaviors an agent should know:

• Always set maxResults (and optionally maxItems); a broad query can match 1,000+ restaurants.
• restaurantSlugs accepts bare slugs or full talabat.com URLs; full URLs override country.
• scrapeMenuChoices: true implies menu scraping and adds one paced HTTP call per customizable item — choice-heavy runs take longer.
• Billing: one result event per restaurant row; choice-tree fetches are billed as a separate menu-choices-fetched event, never charged when disabled.
• Countries: uae, sa, kw, bh, om, qa, jo, eg return data; iq is accepted but usually empty (separate Iraqi storefront).

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⚠️ Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Talabat Holding plc, Delivery Hero SE, or any of their subsidiaries. All trademarks mentioned are the property of their respective owners.

The scraper accesses only publicly available restaurant and menu pages — no authenticated endpoints, paid features, or content behind the talabat.com login wall. Users are responsible for ensuring their use complies with talabat.com's Terms of Service, applicable data-protection law (GDPR, CCPA, etc.), and any contractual obligations of their own organization.

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