Depop Email Scraper
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from $2.49 / 1,000 results
Depop Email Scraper
Depop Email Scraper SD - Depop Email Scraper is a lead generation tool that extracts leads with public contact emails, account names and profile URLs from Depop results by keyword, location and email domain - Depop email extractor.
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from $2.49 / 1,000 results
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Leads Scraper
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Depop Email Scraper - public seller emails from the secondhand fashion marketplace
The Depop Email Scraper collects publicly indexed contact emails from Depop pages using Google search, filtered by keyword, location and email domain.
It is aimed at people working with resale and secondhand-fashion creators: brand partnerships, consignment sourcing and creator marketing.
Read this before you run it. Depop exposes few indexable seller pages, so expect low volume.
That is a property of the platform, not a fault in the Depop Email Scraper. Depop's shop pages are heavily client-rendered and its sellers rarely publish an email in a place Google can read, so the addressable pool is small by design.
Use the Depop Email Scraper the way you would use a niche prospecting tool. It is for a short, high-intent list of vintage and streetwear sellers, not for bulk list building.
What the Depop Email Scraper actually does
The Depop Email Scraper never logs into Depop, never uses a Depop API and never opens the Depop website.
It builds Google queries with the site:depop.com operator and reads the public search results.
There is no browser, no JavaScript rendering, no authentication and no cookies. Every address it returns was already visible in Google's public index.
Why use the Depop Email Scraper for creator and resale outreach
Depop is where secondhand fashion overlaps with creator culture. Its top sellers curate vintage and streetwear, build followings and often treat their shop as a brand.
That makes the small number of Depop sellers who do publish a contact email disproportionately interesting. A seller who lists a business address is usually open to collabs, stockist arrangements or wholesale supply.
So the right mental model for the Depop Email Scraper is quality over quantity. A run that returns a handful of vintage shop owners with real business emails can still be worth more than a thousand generic marketplace rows.
The default keywords, reseller and vintage shop, target exactly this audience.
The default modifiers, including stockist, wholesale and contact us, push the queries toward commercial
intent.
Features of the Depop Email Scraper
| Feature | What it means in practice |
|---|---|
Google site: targeting | All queries are scoped to depop.com |
| Query expansion | Base, quoted and intitle: variants, plus one query per modifier |
| Resale-tuned modifiers | Defaults are email, contact us, wholesale, customer service and stockist |
| Domain filtering | Only emails on the domains you list are kept |
| Global deduplication | Each email address appears once across every query and page |
| Obfuscated email recovery | Handles name [at] domain [dot] com, name (at) domain, name @ domain.com and the full-width @ |
| Junk filtering | Rejects placeholders such as email@, yourname@, test@, xxx@ and single-character locals |
| Boundary-correct matching | @gmail.com will not match inside @gmail.company or @gmail.com.br |
| Soft-wrap repair | Drops a hit that is only the tail of another email in the same block |
| Async concurrency | An asyncio worker pool with a shared stop signal on maxEmails |
| Retries with backoff | Up to three attempts per page, each with a fresh proxy session |
| Block detection | CAPTCHA, "unusual traffic" and consent pages are retried rather than counted as empty |
| Failed-query requeue | Blocked or failed queries are retried once at the end of the run |
| Resumable state | Progress is kept in the key-value store and saved on PERSIST_STATE, MIGRATING and ABORTING |
| Structural parsing | Result blocks are found via <h3> and the smallest surrounding block, not Google CSS class names |
| Whole-page fallback | A Google layout change degrades to emails without account details rather than to zero results |
| Truncation flag | possiblyTruncated marks emails the snippet ellipsis may have clipped |
| Run summary | Logs pages fetched, blocked pages, retries and emails per page |
Everything above is enabled by default, so the Depop Email Scraper is squeezing the index as hard as it can before you change a single setting.
How the Depop Email Scraper works
It reads your keywords, location, email domains and limits.
Then it builds Google queries such as site:depop.com "vintage shop" "@gmail.com" "London".
It fetches result pages through the Apify GOOGLE_SERP proxy using aiohttp.
Each result block is parsed structurally by locating the <h3> title and then the smallest surrounding block.
A domain-filtered regex extracts emails from the block text. The Depop Email Scraper deduplicates globally and pushes each lead to the dataset immediately.
Base queries run before expanded ones. On a low-volume platform that ordering matters, because the best matches the Depop Email Scraper can find arrive first.
Depop Email Scraper input fields
| Field | Type | Default | Meaning |
|---|---|---|---|
keywords | array (required) | ["reseller", "vintage shop"] | Search terms describing the Depop accounts you want |
location | string | "" | Optional location phrase added to every query |
customDomains | array | ["@gmail.com","@yahoo.com"] | Only emails on these domains are kept; the @ is optional |
maxEmails | integer 1-10000 | 20 | Stop after this many unique emails |
countryCode | string | "" | Two-letter country for the search proxy (GB, US, AU...) |
expandQueries | boolean | true | Search each keyword x domain pair in several phrasings |
queryModifiers | array | ["email","contact us","wholesale","customer service","stockist"] | Extra words combined with each keyword when expansion is on |
maxPagesPerQuery | integer 1-50 | 30 | Page cap per query |
maxConcurrency | integer 1-20 | 5 | Parallel queries |
Example Depop Email Scraper input
{"keywords": ["reseller", "vintage shop", "streetwear", "thrift store", "y2k"],"location": "London","customDomains": ["@gmail.com", "@yahoo.com", "@outlook.com", "@icloud.com"],"maxEmails": 100,"countryCode": "GB","expandQueries": true,"queryModifiers": ["email", "contact us", "wholesale", "customer service", "stockist"],"maxPagesPerQuery": 30,"maxConcurrency": 5}
Note the wide keyword list and the four email domains. On a low-volume platform, casting a broad net at the input stage is the main thing you control.
Depop Email Scraper output fields
Every dataset item the Depop Email Scraper writes contains all fourteen fields below.
| Field | Meaning |
|---|---|
network | Platform name |
keyword | The keyword that produced the lead |
query | The exact Google query used |
title | Raw result title |
accountName | Account label Google prints |
fullName | Display name parsed from a profile-style title; empty for listing captions |
username | URL-safe handle when Depop exposes one; otherwise null |
profileUrl | Canonical shop URL when a handle is known; otherwise empty |
url | Direct Depop link when exposed, else the profile URL |
description | Bio or listing snippet, cleaned of labels and counters |
email | Lower-cased email address |
emailDomain | The matched domain |
possiblyTruncated | true when Google's snippet ellipsis touched the email |
foundAt | ISO 8601 UTC timestamp |
Example Depop Email Scraper output
The second row shows the honest case: an email from an indexed listing with no seller handle attached.
[{"network": "Depop","keyword": "vintage shop","query": "site:depop.com \"vintage shop\" \"@gmail.com\" \"London\"","title": "@atticvintageldn - Attic Vintage London | Depop","accountName": "atticvintageldn","fullName": "Attic Vintage London","username": "atticvintageldn","profileUrl": "https://www.depop.com/atticvintageldn/","url": "https://www.depop.com/atticvintageldn/","description": "Hand-picked 90s and Y2K vintage. Wholesale and stockist enquiries: atticvintageldn@gmail.com","email": "atticvintageldn@gmail.com","emailDomain": "@gmail.com","possiblyTruncated": false,"foundAt": "2026-08-31T12:04:18.226Z"},{"network": "Depop","keyword": "reseller","query": "site:depop.com reseller \"contact us\" \"@outlook.com\"","title": "Vintage Carhartt Detroit Jacket XL | Depop","accountName": "Depop","fullName": "","username": null,"profileUrl": "","url": "https://www.depop.com/products/vintage-carhartt-detroit-jacket-xl/","description": "Bulk buys and collabs: northsidethrift.uk@outlook.com","email": "northsidethrift.uk@outlook.com","emailDomain": "@outlook.com","possiblyTruncated": true,"foundAt": "2026-08-31T12:05:51.740Z"}]
Use cases for the Depop Email Scraper
Every use case below assumes a small result set, so pick the ones where the Depop Email Scraper finding ten right contacts beats a generic list of a thousand.
| Use case | How the Depop Email Scraper helps |
|---|---|
| Brand partnerships | Find vintage and streetwear sellers who publish a business email |
| Creator marketing | Reach Depop shops that behave like creator brands |
| Consignment sourcing | Identify sellers who might supply inventory on consignment |
| Stockist and wholesale recruitment | Contact shops signalling stockist or wholesale intent |
| Affiliate recruitment | Sign up resellers who already promote off-platform |
| Reseller-tool sales | Prospect for cross-posting, photography and inventory software |
| Trend and market research | Study how secondhand fashion sellers position their shops |
| CRM enrichment | Export to CSV, JSON or Excel and push resale seller leads into your pipeline |
Tips to get more from the Depop Email Scraper
Broaden keywords aggressively.
Style vocabulary beats business vocabulary here: y2k, streetwear, archive, grunge, thrift store and
vintage shop all pull different slices of the index.
Add email domains before anything else.
@outlook.com, @hotmail.com and @icloud.com matter on a young, consumer-heavy platform, and they are the
cheapest way to raise a Depop Email Scraper run's output.
Try several countryCode values.
GB, US and AU are the obvious three for Depop's core markets.
Keep expandQueries on.
Google caps a single query at roughly 300 results, and expansion is how the Depop Email Scraper works around
that ceiling.
Do not chase volume with maxConcurrency.
The limit here is what Google has indexed, not how fast the Depop Email Scraper can fetch it.
Limitations of the Depop Email Scraper
Depop exposes few indexable seller pages, so expect low volume. This is the single most important limitation, and it is the reason a run can end with only a handful of rows.
The Depop Email Scraper only finds accounts whose email is publicly visible in Google's index. Depop sellers usually communicate in-app, so most of them will never be reachable this way.
Google caps a single query at roughly 300 results, which is why query expansion exists. Even with expansion, no run is exhaustive and no volume is guaranteed.
username and profileUrl are only populated when Google's result exposes a handle.
Rows sourced from listing pages arrive with username: null and an empty profileUrl, and that is a Google
indexing limitation rather than a bug.
possiblyTruncated: true means Google's snippet ellipsis touched the email, so verify before sending.
On a small result set, verifying every flagged row is entirely practical.
The Depop Email Scraper requires the Apify GOOGLE_SERP proxy and cannot run without Apify proxy credentials. Free Apify plans are capped at 100 emails per run; paid plans are uncapped.
Results vary with keywords, domains and location.
If volume is your priority rather than platform fit, a profile-heavy sibling such as Lazada Email Scraper or Etsy Email Scraper will serve you better.
Responsible use, GDPR and marketplace terms for the Depop Email Scraper
Depop sellers are overwhelmingly individuals, many of them young, so handle this data with care. Under GDPR, the UK GDPR and similar regimes you need a lawful basis, honest identification of yourself and a working opt-out in every message.
Depop's terms of service restrict unsolicited commercial contact and off-platform solicitation. Respect them, honour every opt-out, keep suppression lists and never resell scraped personal data.
The Depop Email Scraper is not affiliated with, endorsed by or officially supported by Depop. It reads public Google results and nothing else.
Depop Email Scraper FAQ
How many results should I expect from the Depop Email Scraper?
Few. Depop exposes few indexable seller pages, so expect low volume, and a Depop Email Scraper run may return only a handful of rows or occasionally none at all. Treat it as a niche, high-intent tool, and use Lazada Email Scraper or Etsy Email Scraper when you need volume.
Why is the Depop Email Scraper's yield so low?
Depop's shop pages are largely client-rendered and its sellers usually keep contact details in-app, so there is simply less for Google to index than on a marketplace built around public storefronts.
Is the Depop Email Scraper affiliated with Depop?
No. It is an independent Actor reading public Google results, and it is not endorsed or officially supported by Depop.
Does the Depop Email Scraper log into Depop?
No. It never logs in, never uses a Depop API and never opens the Depop website. All data comes from publicly indexed Google search results.
Why is username sometimes null?
Because Google's result did not expose a handle for that page, which is common for listing pages. The email, snippet and direct link are still populated.
What keywords work best in the Depop Email Scraper?
Style vocabulary: vintage shop, y2k, streetwear, archive, thrift store. Business terms alone will
under-perform on this platform.
Can I schedule the Depop Email Scraper?
Yes. Apify schedules, webhooks and the API work normally, and on a low-volume platform a recurring run is a reasonable way to catch newly indexed shops.
Which email domains should I add?
Beyond the defaults, @outlook.com, @hotmail.com and @icloud.com are worth adding, since Depop's seller
base skews consumer rather than corporate.
What does possiblyTruncated mean?
Google's snippet ellipsis may have clipped the address. Verify those emails before sending.
Do I need a proxy?
Yes. The Depop Email Scraper requires the Apify GOOGLE_SERP proxy and will not run without Apify proxy credentials.
Is there a free-plan cap?
Free Apify plans are capped at 100 emails per run. Paid plans are uncapped. On Depop the platform's own yield will usually bind long before that cap does.
Can I resume an interrupted run?
Yes. State lives in the key-value store keyed by a hash of your input and is saved on PERSIST_STATE,
MIGRATING and ABORTING.
How do I export the results?
The Apify dataset exports to CSV, JSON, Excel and more, and it is reachable over the API for direct CRM import.
Which sibling Actors pair well with the Depop Email Scraper?
Poshmark Email Scraper, Vinted Email Scraper and Mercari Email Scraper cover the rest of resale, while Faire Email Scraper reaches wholesale brands directly.
Related Actors
Forty sibling Actors cover the rest of the E-commerce & Marketplaces category. They run the same engine as the Depop Email Scraper with a platform-specific configuration, and several of them yield far more per run.
| Actor | What it collects |
|---|---|
| Depop Email and Phone Number Scraper | Emails and phone numbers from Depop |
| Depop Phone Number Scraper | Public phone numbers from Depop |
| AliExpress Email Scraper | Public contact emails from AliExpress |
| Allegro Email Scraper | Public contact emails from Allegro |
| Amazon Email Scraper | Public contact emails from Amazon |
| Best Buy Seller Email Scraper | Public contact emails from Best Buy |
| BigCommerce Store Email Scraper | Public contact emails from BigCommerce Store |
| Cdiscount Email Scraper | Public contact emails from Cdiscount |
| Coupang Email Scraper | Public contact emails from Coupang |
| DHgate Email Scraper | Public contact emails from DHgate |
| eBay Email Scraper | Public contact emails from eBay |
| Ecwid Store Email Scraper | Public contact emails from Ecwid Store |
| Etsy Email Scraper | Public contact emails from Etsy |
| Faire Email Scraper | Public contact emails from Faire |
| Flipkart Email Scraper | Public contact emails from Flipkart |
| Home Depot Seller Email Scraper | Public contact emails from Home Depot |
| JD.com Email Scraper | Public contact emails from JD.com |
| Lazada Email Scraper | Public contact emails from Lazada |
| Lowe's Seller Email Scraper | Public contact emails from Lowe's |
| MercadoLibre Email Scraper | Public contact emails from MercadoLibre |
| Mercari Email Scraper | Public contact emails from Mercari |
| Newegg Email Scraper | Public contact emails from Newegg |
| Otto Email Scraper | Public contact emails from Otto |
| Overstock Email Scraper | Public contact emails from Overstock |
| Poshmark Email Scraper | Public contact emails from Poshmark |
| Rakuten Email Scraper | Public contact emails from Rakuten |
| Shopee Email Scraper | Public contact emails from Shopee |
| Shopify Store Email Scraper | Public contact emails from Shopify Store |
| Taobao Email Scraper | Public contact emails from Taobao |
| Target Seller Email Scraper | Public contact emails from Target |
| Temu Email Scraper | Public contact emails from Temu |
| Tmall Email Scraper | Public contact emails from Tmall |
| Vinted Email Scraper | Public contact emails from Vinted |
| Walmart Email Scraper | Public contact emails from Walmart |
| Wayfair Email Scraper | Public contact emails from Wayfair |
| Wish Email Scraper | Public contact emails from Wish |
| Wix Stores Email Scraper | Public contact emails from Wix Stores |
| WooCommerce Email Scraper | Public contact emails from WooCommerce |
| Zalando Email Scraper | Public contact emails from Zalando |
| AliExpress Email and Phone Number Scraper | Emails and phone numbers from AliExpress |
| Allegro Email and Phone Number Scraper | Emails and phone numbers from Allegro |
| Amazon Email and Phone Number Scraper | Emails and phone numbers from Amazon |
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Support
Questions, bug reports or a custom build of the Depop Email Scraper: neurodata.apify@gmail.com.