Amazon Influencer Profile Scraper

Amazon Influencer Profile Scraper

Amazon Influencer Profile Scraper extracts public profile data from Amazon influencer storefronts (amazon.com/shop/username): display name, bio, avatar, Top Creator badge, affiliate status, total posts and curations (idea lists). Add one username or hundreds, on Amazon.com or 22 other Amazon marketplaces.

Paste Amazon influencer usernames or storefront links and get one clean row per creator: name, bio, Top Creator status, post count and every curation with its post count. No Amazon account, login or API key needed.

Copy to your AI assistant

Copy this block into ChatGPT, Claude, Cursor, or any LLM to start using this actor.

Use the Apify actor "parsebird/amazon-influencer-profile-scraper" (actor ID: parsebird~amazon-influencer-profile-scraper) to scrape Amazon influencer storefront profiles, via the ApifyClient: client.actor("parsebird/amazon-influencer-profile-scraper").call(run_input={"influencer_names": ["sweetsavingsandthings"], "country": "US"}). Inputs: influencer_names (array of strings, required: storefront usernames, the part after /shop/ in amazon.com/shop/username, or full storefront URLs; a URL uses its own marketplace; a leading @ is removed); country (string, default "US"; one of US, CA, MX, BR, GB, IE, DE, FR, IT, ES, NL, BE, PL, SE, TR, JP, IN, AU, SG, AE, SA, EG, ZA; marketplace for plain usernames); language (string, optional locale such as en_US, es_US, fr_CA, de_DE; changes Amazon's labels, empty = marketplace default); proxyConfiguration (object, default Apify Proxy). Output: one dataset row per username with influencer_username, name, country, domain, language, profile_description, profile_link, profile_image_url, is_top_creator (boolean), top_creator_label, affiliate_status, has_curations (boolean), curations_count, posts_count, curations (array of {title, posts_count, url, image_url}), status ("found", "not_found" or "failed"), error, input, scraped_at. Pricing: pay per storefront found; not_found and failed rows are free. Full API spec: https://apify.com/parsebird/amazon-influencer-profile-scraper/api. Get your token: https://console.apify.com/account/integrations.

What is Amazon Influencer Profile Scraper?

Amazon Influencer Profile Scraper is a scraper for the public storefronts of the Amazon Influencer Program. Every creator in the program gets a storefront page at amazon.com/shop/username (or amazon.co.uk/shop/username, amazon.de/shop/username and so on) with their name, bio, photo, posts and curated idea lists. Amazon has no public API or directory for these pages, so this actor reads them for you and returns structured Amazon influencer data you can sort, filter and export.

Use it to answer questions like:

• Is this creator really an Amazon influencer, and do they hold the Top Creator badge?
• How many posts and curations does each storefront have, and which curations are the biggest?
• Which of my shortlisted creators also have a storefront on Amazon.ca, Amazon.co.uk or Amazon.de?
• What does each creator say about themselves in their storefront bio?

The easiest way to try it: click Start with the example input. It loads the storefront of sweetsavingsandthings on Amazon.com and returns one row in a few seconds.

What can Amazon Influencer Profile Scraper do?

• 👤 Profile data: display name, bio, avatar URL, storefront link and affiliate status label.
• 🏅 Top Creator badge: is_top_creator is true when Amazon shows the Top Creator badge on the storefront.
• 📊 Activity numbers: total posts on the storefront and the number of curations, plus each curation's title, post count, link and cover image.
• 📋 Bulk input: add a list of usernames, @usernames or full storefront URLs. Duplicates are removed and invalid entries are skipped with a warning.
• 🌍 23 Amazon marketplaces: United States, Canada, Mexico, Brazil, United Kingdom, Ireland, Germany, France, Italy, Spain, Netherlands, Belgium, Poland, Sweden, Türkiye, Japan, India, Australia, Singapore, United Arab Emirates, Saudi Arabia, Egypt and South Africa. A URL keeps its own marketplace, so one run can mix several.
• 🌐 Page language: set language (for example es_US or fr_CA) to get Amazon's labels in another language.
• ✅ Clear status per username: every input gets a row with status = found, not_found (no storefront on that marketplace) or failed (Amazon refused the page), so you can see exactly what happened.
• ⏱️ Runs on Apify: schedule runs to track storefronts over time, call it through the Apify API or Apify MCP from an AI agent, and send results to Google Sheets, Slack, Make, Zapier or webhooks with integrations. Export as JSON, CSV, Excel, HTML or XML.

What data can you extract from Amazon influencer storefronts?

Field	Description
influencer_username	Storefront username, as Amazon shows it in the storefront URL
name	Display name on the storefront
country / domain	Marketplace code (US, GB, DE...) and Amazon domain
profile_description	Bio text written by the creator
profile_link	Storefront URL
profile_image_url	Avatar image URL (empty when the creator has no photo)
is_top_creator	true when the storefront shows Amazon's Top Creator badge
top_creator_label	Badge text as shown on the page, such as Top Creator
affiliate_status	Amazon's label under the name, such as Earns revenue or Earns commissions
posts_count	Total posts on the storefront
has_curations / curations_count	Whether the storefront has curations, and how many
curations	List of curations: title, number of posts, link and cover image
status / error	found, not_found or failed, with the reason
input / scraped_at	The input line this row came from, and when it was scraped

How to scrape Amazon influencer profiles

1. Open Amazon Influencer Profile Scraper in Apify Console and sign in (or create a free Apify account).
2. In Influencer usernames or storefront URLs, add the creators you want. Use the part after /shop/ (for example sweetsavingsandthings) or paste a full link like https://www.amazon.co.uk/shop/sweetsavingsandthings.
3. Pick the Marketplace for plain usernames. Full URLs always use their own marketplace.
4. Optional: set Language, for example fr_CA, to get Amazon's labels in that language.
5. Click Start. When the run finishes, open the Output tab and download the results as JSON, CSV or Excel, or read them through the API.

How do I find an Amazon influencer's username?

Open the creator's storefront. The username is the part of the URL after /shop/: in https://www.amazon.com/shop/sweetsavingsandthings it is sweetsavingsandthings. Creators usually link their storefront from Instagram, TikTok or YouTube bios and video descriptions. Some storefronts use an auto-generated username like influencer-85058ce9; those work the same way.

Input examples

One creator on Amazon.com:

{
    "influencer_names": ["sweetsavingsandthings"]
}

Several creators on Amazon.ca, with mixed input formats:

{
    "influencer_names": ["@squamish99", "darshansangha", "https://www.amazon.ca/shop/leahcanseco?ref=share"],
    "country": "CA"
}

Storefronts on different marketplaces in one run, with Amazon's labels in German:

{
    "influencer_names": [
        "https://www.amazon.de/shop/sweetsavingsandthings",
        "https://www.amazon.co.uk/shop/sweetsavingsandthings"
    ],
    "language": "de_DE"
}

Output example

{
    "influencer_username": "sweetsavingsandthings",
    "name": "Sweet Savings and Things",
    "country": "US",
    "domain": "www.amazon.com",
    "language": null,
    "profile_description": "Welcome — so glad you're here! Sweet Savings and Things is a trusted editorial shopping source for home, fashion, and finds for kids, rooted in classic, Southern style. ...",
    "profile_link": "https://www.amazon.com/shop/sweetsavingsandthings",
    "profile_image_url": "https://m.media-amazon.com/images/S/influencer-profile-image-prod/logo/influencer-f08eee4a_1669660529445_original._US500_SCLZZZZZZZ_.jpeg",
    "is_top_creator": true,
    "top_creator_label": "Top Creator",
    "affiliate_status": "Earns revenue",
    "has_curations": true,
    "curations_count": 7,
    "posts_count": 3599,
    "curations": [
        {
            "title": "Reels",
            "posts_count": 389,
            "url": "https://www.amazon.com/shop/sweetsavingsandthings/curation/9dcad80c-3958-4290-9de8-05e73ed8178c",
            "image_url": "https://m.media-amazon.com/images/S/shoppable-media-external-prod-iad-us-east-1/aba8e7ec-d1b6-4ca2-b9c5-26b274d10c8c/2f69a-c9b5-4d06-b472-927f559cd._SX225_SCLZZZZZZZ_.jpeg"
        }
    ],
    "status": "found",
    "error": null,
    "input": "sweetsavingsandthings",
    "scraped_at": "2026-11-01T11:53:06.480Z"
}

A smaller storefront on Amazon.ca:

{
    "influencer_username": "squamish99",
    "name": "Jamie",
    "country": "CA",
    "domain": "www.amazon.ca",
    "profile_description": "Hi! My name is Jamie and I live in Squamish BC",
    "profile_link": "https://www.amazon.ca/shop/squamish99",
    "is_top_creator": false,
    "top_creator_label": null,
    "affiliate_status": "Earns commissions",
    "has_curations": false,
    "curations_count": 0,
    "posts_count": 27,
    "curations": [],
    "status": "found"
}

How much does it cost to scrape Amazon influencer profiles?

Amazon Influencer Profile Scraper uses pay-per-event pricing. You pay for each storefront found and saved. Usernames with no storefront (not_found) and pages Amazon refused (failed) are saved to the dataset too, but they are not charged. Compute and proxy costs are included in the event price.

Event	Free	Bronze	Silver	Gold
Profile scraped (per 1,000)	$2.99	$1.99	$1.49	$0.99

For example, 100 storefronts cost $0.30 on the Free plan and $0.10 on Gold. You can set a maximum cost per run in the run options; the actor stops when the next profile would go over it.

Python and JavaScript API examples

Python:

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run = client.actor("parsebird/amazon-influencer-profile-scraper").call(run_input={
    "influencer_names": ["sweetsavingsandthings", "squamish99", "darshansangha"],
    "country": "CA",
})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    if item["status"] == "found":
        print(item["influencer_username"], item["is_top_creator"], item["posts_count"], item["curations_count"])

JavaScript:

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: '<YOUR_APIFY_TOKEN>' });
const run = await client.actor('parsebird/amazon-influencer-profile-scraper').call({
    influencer_names: ['https://www.amazon.com/shop/sweetsavingsandthings'],
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((p) => console.log(p.name, p.status, p.posts_count, p.curations.map((c) => c.title)));

See the API tab for more clients and endpoints.

FAQ

Which marketplaces have influencer storefronts? In our tests the actor returned storefront data from Amazon.com, .ca, .com.mx, .com.br, .co.uk, .de, .fr, .it, .es, .nl, .pl, .se, .co.jp, .in, .com.au and .ae. On Amazon.ie, .com.be, .com.tr, .sg, .sa, .eg and .co.za none of the usernames we tried had a storefront, so those return not_found unless the creator has a storefront there.

Why is a creator not_found on one marketplace but found on another? Storefronts are per marketplace. A creator with a storefront on Amazon.com does not automatically have one on Amazon.co.uk, and the post count can differ between marketplaces. Pass the full storefront URL, or set Marketplace to the one the creator uses.

Why do some rows have status: failed? Amazon sometimes refuses to show a page and asks for a browser check instead. The actor retries with new IP addresses, but when Amazon keeps refusing, the row is saved as failed and you are not charged. This happens most on Amazon.fr, where many storefronts were refused in our tests; run those again later.

Why does the affiliate status say "Earns revenue" for some creators and "Earns commissions" for others? That is Amazon's own label and it differs by marketplace and creator (for example Earns revenue on Amazon.com and Amazon.ae, Earns commissions on Amazon.ca and Amazon.com.au). On non-English marketplaces it appears in the local language, such as Erzielt Einnahmen on Amazon.de. The actor returns it as shown.

What does the language input change? It changes the language of Amazon's own labels, such as the affiliate status and the Top Creator badge. The creator's bio and curation titles stay as the creator wrote them.

Is Amazon China (amazon.cn) supported? No. Amazon.cn is not one of the supported marketplaces.

Does it scrape the products in each post? No. This actor returns the profile and the list of curations. Each curation includes its URL, so you can open it yourself or process it in another tool.

Do I need a proxy or an Amazon account? No account. Keep the default proxy setting: the actor starts with Apify's data-center proxy and moves to residential IP addresses only when Amazon refuses a page.

How fast is it? In our tests, 30 storefronts across 10 marketplaces took 30 to 70 seconds. A single storefront takes a few seconds.

Can I schedule runs and connect other tools? Yes. Use Apify Schedules for recurring runs and integrations for Google Sheets, Zapier, Make, n8n, Slack or webhooks.

Something is missing or broken? Open an issue in the Issues tab. We read every report and fix problems quickly.

Is it legal to scrape Amazon influencer storefronts?

Amazon Influencer Profile Scraper only collects information that Amazon shows to any visitor without logging in: the public storefront name, bio, photo, badge and post counts that creators publish to promote their recommendations. It does not log in or collect private data. Storefront data can still contain personal data, such as a creator's name. Make sure you have a legitimate reason to process it, follow Amazon's conditions of use and laws like GDPR, and ask a lawyer if you are unsure. Read more in Apify's blog post Is web scraping legal?.

Other creator and Amazon scrapers

• Amazon Search Scraper: Amazon search results, prices and badges in 18 marketplaces
• Instagram Profile Scraper: Instagram profiles with email, phone and social links
• Instagram Related Profiles Scraper: similar Instagram accounts for influencer discovery
• TikTok Influencer Email Finder: TikTok creators and their public contact emails
• YouTube Channel Search Scraper: YouTube channels by keyword