Listing Page
Extract paginated item lists, catalog grids, and search results across multiple pages in a single execution.
Overview
Selecting Listing Page in the Playground Use Case panel configures an AI-based scraper optimized for multi-page catalog and search result extraction. Powered by MrScraper's listing AI agent (agent: "listing"), it combines AI data parsing with automated browser navigation to crawl numbered pagination, infinite scrolling, and "Load More" buttons.
While single-page scrapers process one URL at a time, the listing agent sweeps across multi-page catalog grids or search results, using your prompt or JSON schema to extract repeating item arrays across all requested pages into a consolidated JSON array.
Practical Applications
- E-Commerce Catalog Extraction: Sweep multi-page category listings to capture product titles, pricing, ratings, and availability status.
- Marketplace & Job Board Scraping: Collect job postings, real estate listings, or marketplace inventory across multi-page results.
- Search Result Scraping: Retrieve complete search result sets across pagination instead of capping extraction at page one.
- Bulk Inventory & Price Monitoring: Track entire category lines or brand assortments on a scheduled basis.
- Seed Generation for Detail Scrapes: Extract item URLs from catalog pages to populate downstream target lists for deep Scrape JSON processing.
Advanced settings
| Setting | Description | Default |
|---|---|---|
| Listing (Max pages) | This feature handles pagination, load more or infinite scroll in listing pages. For load more and infinite scroll, one page is calculated as one time data loaded. | 3 |
| Data type | Select a predefined data schema to auto-fill the JSON Schema. | General |
| Prompt | Describe the data shape you want back (e.g. fields like title, price, rating). This prompt only parses the scraped content. It cannot instruct the scraper itself. | Extract all entry data as complete as possible. |
| JSON Schema | Build a JSON schema to shape the extraction output. It is appended to the prompt as a 'Json Schema:' section when the request is sent. | None |
Default Parameters
| Parameter | Description |
|---|---|
| super=true | In this use case, super must be On |
Default Request Body
| Parameter | Description | Default |
|---|---|---|
| maxPages | This feature handles pagination, load more or infinite scroll in listing pages. For load more and infinite scroll, one page is calculated as one time data loaded. | 3 |
Example
Request
Scrape https://books.toscrape.com/ with default setting
curl --location --request POST 'https://api.mrscraper.com?token={MRSCRAPER_API_TOKEN}&geoCode=us&super=true&proxyCountry=us' \
-H 'x-api-token: {MRSCRAPER_API_TOKEN}' \
-H 'Content-Type: application/json' \
-d '{
"url": "https://books.toscrape.com",
"prompt": "Extract all entry data as complete as possible.",
"agent": "listing",
"maxPages": 3
}'Response
{
"0": {
"page_num": 1,
"data": {
"mode": "direct",
"data": [
{
"title": "A Light in the Attic",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/a-light-in-the-attic_1000/index.html",
"price": "£51.77",
"availability": "In stock",
"rating": "Three",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/2c/da/2cdad67c44b002e7ead0cc35693c0e8b.jpg"
]
},
{
"title": "Tipping the Velvet",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/tipping-the-velvet_999/index.html",
"price": "£53.74",
"availability": "In stock",
"rating": "One",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/26/0c/260c6ae16bce31c8f8c95daddd9f4a1c.jpg"
]
},
{
"title": "Soumission",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/soumission_998/index.html",
"price": "£50.10",
"availability": "In stock",
"rating": "One",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/3e/ef/3eef99c9d9adef34639f510662022830.jpg"
]
},
{
"title": "Sharp Objects",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/sharp-objects_997/index.html",
"price": "£47.82",
"availability": "In stock",
"rating": "Four",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/32/51/3251cf3a3412f53f339e42cac2134093.jpg"
]
},
{
"title": "Sapiens: A Brief History of Humankind",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/sapiens-a-brief-history-of-humankind_996/index.html",
"price": "£54.23",
"availability": "In stock",
"rating": "Five",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/be/a5/bea5697f2534a2f86a3ef27b5a8c12a6.jpg"
]
},
{
"title": "The Requiem Red",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/the-requiem-red_995/index.html",
"price": "£22.65",
"availability": "In stock",
"rating": "One",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/68/33/68339b4c9bc034267e1da611ab3b34f8.jpg"
]
},
{
"title": "The Dirty Little Secrets of Getting Your Dream Job",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/the-dirty-little-secrets-of-getting-your-dream-job_994/index.html",
"price": "£33.34",
"availability": "In stock",
"rating": "Four",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/92/27/92274a95b7c251fea59a2b8a78275ab4.jpg"
]
},
{
"title": "The Coming Woman: A Novel Based on the Life of the Infamous Feminist, Victoria Woodhull",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/the-coming-woman-a-novel-based-on-the-life-of-the-infamous-feminist-victoria-woodhull_993/index.html",
"price": "£17.93",
"availability": "In stock",
"rating": "Three",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/3d/54/3d54940e57e662c4dd1f3ff00c78cc64.jpg"
]
},
{
"title": "The Boys in the Boat: Nine Americans and Their Epic Quest for Gold at the 1936 Berlin Olympics",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/the-boys-in-the-boat-nine-americans-and-their-epic-quest-for-gold-at-the-1936-berlin-olympics_992/index.html",
"price": "£22.60",
"availability": "In stock",
"rating": "Four",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/66/88/66883b91f6804b2323c8369331cb7dd1.jpg"
]
},
{
"title": "The Black Maria",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/the-black-maria_991/index.html",
"price": "£52.15",
"availability": "In stock",
"rating": "One",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/58/46/5846057e28022268153beff6d352b06c.jpg"
]
},
{
"title": "Starving Hearts (Triangular Trade Trilogy, #1)",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/starving-hearts-triangular-trade-trilogy-1_990/index.html",
"price": "£13.99",
"availability": "In stock",
"rating": "Two",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/be/f4/bef44da28c98f905a3ebec0b87be8530.jpg"
]
},
{
"title": "Shakespeare's Sonnets",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/shakespeares-sonnets_989/index.html",
"price": "£20.66",
"availability": "In stock",
"rating": "Four",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/10/48/1048f63d3b5061cd2f424d20b3f9b666.jpg"
]
},
{
"title": "Set Me Free",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/set-me-free_988/index.html",
"price": "£17.46",
"availability": "In stock",
"rating": "Five",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/5b/88/5b88c52633f53cacf162c15f4f823153.jpg"
]
},
{
"title": "Scott Pilgrim's Precious Little Life (Scott Pilgrim #1)",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/scott-pilgrims-precious-little-life-scott-pilgrim-1_987/index.html",
"price": "£52.29",
"availability": "In stock",
"rating": "Five",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/94/b1/94b1b8b244bce9677c2f29ccc890d4d2.jpg"
]
},
{
"title": "Rip it Up and Start Again",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/rip-it-up-and-start-again_986/index.html",
"price": "£35.02",
"availability": "In stock",
"rating": "Five",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/81/c4/81c4a973364e17d01f217e1188253d5e.jpg"
]
},
{
"title": "Our Band Could Be Your Life: Scenes from the American Indie Underground, 1981-1991",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/our-band-could-be-your-life-scenes-from-the-american-indie-underground-1981-1991_985/index.html",
"price": "£57.25",
"availability": "In stock",
"rating": "Three",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/54/60/54607fe8945897cdcced0044103b10b6.jpg"
]
},
{
"title": "Olio",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/olio_984/index.html",
"price": "£23.88",
"availability": "In stock",
"rating": "One",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/55/33/553310a7162dfbc2c6d19a84da0df9e1.jpg"
]
},
{
"title": "Mesaerion: The Best Science Fiction Stories 1800-1849",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/mesaerion-the-best-science-fiction-stories-1800-1849_983/index.html",
"price": "£37.59",
"availability": "In stock",
"rating": "One",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/09/a3/09a3aef48557576e1a85ba7efea8ecb7.jpg"
]
},
{
"title": "Libertarianism for Beginners",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/libertarianism-for-beginners_982/index.html",
"price": "£51.33",
"availability": "In stock",
"rating": "Two",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/0b/bc/0bbcd0a6f4bcd81ccb1049a52736406e.jpg"
]
},
{
"title": "It's Only the Himalayas",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/its-only-the-himalayas_981/index.html",
"price": "£45.17",
"availability": "In stock",
"rating": "Two",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/27/a5/27a53d0bb95bdd88288eaf66c9230d7e.jpg"
]
}
],
"page": "Page 1 of 50",
"next_url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/page-2.html",
"total_results": 1000,
"showing_from": 1,
"showing_to": 20,
"__counts__": {
"data": 20
}
},
"total_items": 20,
"next_found": true
},
"1": {
"page_num": 2,
"data": {
"mode": "direct",
"data": [
{
"title": "In Her Wake",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/in-her-wake_980/index.html",
"price": "£12.84",
"availability": "In stock",
"rating": "One",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/5d/72/5d72709c6a7a9584a4d1cf07648bfce1.jpg"
]
},
{
"title": "How Music Works",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/how-music-works_979/index.html",
"price": "£37.32",
"availability": "In stock",
"rating": "Two",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/5c/c8/5cc8e107246cb478960d4f0aba1e1c8e.jpg"
]
},
{
"title": "Foolproof Preserving: A Guide to Small Batch Jams, Jellies, Pickles, Condiments, and More: A Foolproof Guide to Making Small Batch Jams, Jellies, Pickles, Condiments, and More",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/foolproof-preserving-a-guide-to-small-batch-jams-jellies-pickles-condiments-and-more-a-foolproof-guide-to-making-small-batch-jams-jellies-pickles-condiments-and-more_978/index.html",
"price": "£30.52",
"availability": "In stock",
"rating": "Three",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/9f/59/9f59f01fa916a7bb8f0b28a4012179a4.jpg"
]
},
{
"title": "Chase Me (Paris Nights #2)",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/chase-me-paris-nights-2_977/index.html",
"price": "£25.27",
"availability": "In stock",
"rating": "Five",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/9c/2e/9c2e0eb8866b8e3f3b768994fd3d1c1a.jpg"
]
},
{
"title": "Black Dust",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/black-dust_976/index.html",
"price": "£34.53",
"availability": "In stock",
"rating": "Five",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/44/cc/44ccc99c8f82c33d4f9d2afa4ef25787.jpg"
]
},
{
"title": "Birdsong: A Story in Pictures",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/birdsong-a-story-in-pictures_975/index.html",
"price": "£54.64",
"availability": "In stock",
"rating": "Three",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/af/6e/af6e796160fe63e0cf19d44395c7ddf2.jpg"
]
},
{
"title": "America's Cradle of Quarterbacks: Western Pennsylvania's Football Factory from Johnny Unitas to Joe Montana",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/americas-cradle-of-quarterbacks-western-pennsylvanias-football-factory-from-johnny-unitas-to-joe-montana_974/index.html",
"price": "£22.50",
"availability": "In stock",
"rating": "Three",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/ef/0b/ef0bed08de4e083dba5e20fdb98d9c36.jpg"
]
},
{
"title": "Aladdin and His Wonderful Lamp",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/aladdin-and-his-wonderful-lamp_973/index.html",
"price": "£53.13",
"availability": "In stock",
"rating": "Three",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/d6/da/d6da0371958068bbaf39ea9c174275cd.jpg"
]
},
{
"title": "Worlds Elsewhere: Journeys Around Shakespeare’s Globe",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/worlds-elsewhere-journeys-around-shakespeares-globe_972/index.html",
"price": "£40.30",
"availability": "In stock",
"rating": "Five",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/2e/98/2e98c332bf8563b584784971541c4445.jpg"
]
},
{
"title": "Wall and Piece",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/wall-and-piece_971/index.html",
"price": "£44.18",
"availability": "In stock",
"rating": "Four",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/a5/41/a5416b9646aaa7287baa287ec2590270.jpg"
]
},
{
"title": "The Four Agreements: A Practical Guide to Personal Freedom",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/the-four-agreements-a-practical-guide-to-personal-freedom_970/index.html",
"price": "£17.66",
"availability": "In stock",
"rating": "Five",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/0f/7e/0f7ee69495c0df1d35723f012624a9f8.jpg"
]
},
{
"title": "The Five Love Languages: How to Express Heartfelt Commitment to Your Mate",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/the-five-love-languages-how-to-express-heartfelt-commitment-to-your-mate_969/index.html",
"price": "£31.05",
"availability": "In stock",
"rating": "Three",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/38/c5/38c56fba316c07305643a8065269594e.jpg"
]
},
{
"title": "The Elephant Tree",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/the-elephant-tree_968/index.html",
"price": "£23.82",
"availability": "In stock",
"rating": "Five",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/5d/7e/5d7ecde8e81513eba8a64c9fe000744b.jpg"
]
},
{
"title": "The Bear and the Piano",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/the-bear-and-the-piano_967/index.html",
"price": "£36.89",
"availability": "In stock",
"rating": "One",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/cf/bb/cfbb5e62715c6d888fd07794c9bab5d6.jpg"
]
},
{
"title": "Sophie's World",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/sophies-world_966/index.html",
"price": "£15.94",
"availability": "In stock",
"rating": "Five",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/65/71/6571919836ec51ed54f0050c31d8a0cd.jpg"
]
},
{
"title": "Penny Maybe",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/penny-maybe_965/index.html",
"price": "£33.29",
"availability": "In stock",
"rating": "Three",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/12/53/1253c21c5ef3c6d075c5fa3f5fecee6a.jpg"
]
},
{
"title": "Maude (1883-1993):She Grew Up with the country",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/maude-1883-1993she-grew-up-with-the-country_964/index.html",
"price": "£18.02",
"availability": "In stock",
"rating": "Two",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/f5/88/f5889d038f5d8e949b494d147c2dcf54.jpg"
]
},
{
"title": "In a Dark, Dark Wood",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/in-a-dark-dark-wood_963/index.html",
"price": "£19.63",
"availability": "In stock",
"rating": "One",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/23/85/238570a1c284e730dbc737a7e631ae2b.jpg"
]
},
{
"title": "Behind Closed Doors",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/behind-closed-doors_962/index.html",
"price": "£52.22",
"availability": "In stock",
"rating": "Four",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/e1/5c/e15c289ba58cea38519e1281e859f0c1.jpg"
]
},
{
"title": "You can't bury them all: Poems",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/you-cant-bury-them-all-poems_961/index.html",
"price": "£33.63",
"availability": "In stock",
"rating": "Two",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/e9/20/e9203b733126c4a0832a1c7885dc27cf.jpg"
]
}
],
"page": "Page 2 of 50",
"next_url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/page-3.html",
"total_results": 1000,
"showing_from": 21,
"showing_to": 40,
"__counts__": {
"data": 20
}
},
"total_items": 20,
"next_found": true
},
"2": {
"page_num": 3,
"data": {
"mode": "direct",
"data": [
{
"title": "Slow States of Collapse: Poems",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/slow-states-of-collapse-poems_960/index.html",
"price": "£57.31",
"availability": "In stock",
"rating": "Three",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/72/41/72417db983862010ef0c1a25de98c7d7.jpg"
]
},
{
"title": "Reasons to Stay Alive",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/reasons-to-stay-alive_959/index.html",
"price": "£26.41",
"availability": "In stock",
"rating": "Two",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/cb/bd/cbbdb0222ee8a0f6ab61657412a15794.jpg"
]
},
{
"title": "Private Paris (Private #10)",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/private-paris-private-10_958/index.html",
"price": "£47.61",
"availability": "In stock",
"rating": "Five",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/9d/05/9d0533bae1578846d728a82913b95c26.jpg"
]
},
{
"title": "#HigherSelfie: Wake Up Your Life. Free Your Soul. Find Your Tribe.",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/higherselfie-wake-up-your-life-free-your-soul-find-your-tribe_957/index.html",
"price": "£23.11",
"availability": "In stock",
"rating": "Five",
"image_urls": [
"http://ajax.googleapis.com/ajax/libs/jquery/media/cache/9c/46/9c463c7631c82401160fd3b554b8f0e1.jpg"
]
},
{
"title": "Without Borders (Wanderlove #1)",
"url": "http://ajax.googleapis.com/ajax/libs/jquery/1.9.1/without-borders-wanderlove-1_956/index.html",
"price": "£45.07",
"availability": "In stock",
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