Reddit Profile Scraper | Bulk Username Lookup (2026)

1,000 profiles in under 60 seconds — the fastest Reddit profile scraper on Apify.

2026-07-27 — New createdAt readable account-creation date (raw timestamps unchanged), and runs that return no profiles now explain why.

Pass one username or ten thousand. Get back karma, account age, verification status, and every public profile field Reddit exposes.

Clearpath Reddit Suite   •  Search, analyze, and monitor Reddit at scale
➤ You are here Reddit Profile Scraper Bulk profile lookup	Reddit MCP Server Search posts & comments for AI agents	Reddit Answers API AI-generated answers from Reddit discussions

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Reddit Profile Scraper (clearpath/reddit-profile-scraper) on Apify fetches public Reddit profile data for bulk username lists. 1,000 profiles in ~20 seconds. Returns 25+ fields per profile: karma breakdown (total, link, comment, awardee, awarder), account metadata (created date, verified email, gold/premium status, employee flag, mod status), avatar URLs, snoovatar, profile subreddit info. Input: single username, array of usernames, or uploaded CSV/TXT file. Accepts any format: plain username, u/name, @name, or full profile URLs. Output: JSON array, one object per profile. Pricing: $1.49 per 1,000 profiles (PPE). No Reddit API key or login required. Apify token required.

Key Features

• 1,000 profiles in ~20 seconds — optimized for bulk throughput
• Any input format — plain username, u/spez, @spez, full profile URLs, CSV uploads
• 25+ fields per profile — karma breakdown, account age, verification, premium status, avatar, mod status
• No Reddit login needed — uses public data, no API keys required

How to Scrape Reddit Profiles

Single username

{
    "username": "spez"
}

Multiple usernames (mixed formats)

{
    "usernames": [
        "spez",
        "u/kn0thing",
        "https://www.reddit.com/user/AutoModerator",
        "@thisisbillgates"
    ]
}

Bulk from file URL

Point to a hosted .txt or .csv file.

{
    "usernamesFileUrl": "https://example.com/my-usernames.csv"
}

You can also upload a file directly using the Upload file field in the Apify Console.

Input Parameters

Parameter	Type	Required	Description
username	string	No	A single Reddit username
usernames	string[]	No	List of usernames, u/ prefixed names, or profile URLs
usernamesFileUrl	string	No	URL to a hosted .txt or .csv file with usernames
usernamesFile	string	No	Upload a .txt or .csv file directly via the Apify Console

At least one of username, usernames, or usernamesFile is required.

What Data Can You Extract from Reddit Profiles?

Every profile includes all public fields Reddit returns:

• Karma — total_karma, link_karma, comment_karma, awardee_karma, awarder_karma
• Account — name, id, createdAt (readable UTC date) with created_utc (raw timestamp), has_verified_email, verified
• Status — is_gold (premium), is_mod, is_employee, is_blocked, is_friend
• Avatar — icon_img, snoovatar_img, snoovatar_size, pref_show_snoovatar
• Profile subreddit — display name, description, banner, icon, subscriber count, NSFW flag

Output Example

{
    "username": "spez",
    "_status": "found",
    "name": "spez",
    "id": "1w72",
    "total_karma": 937178,
    "link_karma": 182258,
    "comment_karma": 754920,
    "awardee_karma": 0,
    "awarder_karma": 0,
    "createdAt": "2005-06-06T04:00:00Z",
    "created_utc": 1118030400.0,
    "has_verified_email": true,
    "verified": true,
    "is_gold": true,
    "is_mod": true,
    "is_employee": true,
    "is_blocked": false,
    "is_friend": false,
    "accept_followers": true,
    "has_subscribed": true,
    "hide_from_robots": false,
    "pref_show_snoovatar": false,
    "icon_img": "https://styles.redditmedia.com/t5_3k30p/styles/profileIcon_uj015iwx9s7g1.png",
    "snoovatar_img": "",
    "snoovatar_size": null,
    "subreddit": {
        "display_name": "u_spez",
        "display_name_prefixed": "u/spez",
        "public_description": "Reddit CEO",
        "title": "spez",
        "icon_img": "https://styles.redditmedia.com/t5_3k30p/styles/profileIcon_uj015iwx9s7g1.png",
        "banner_img": "https://b.thumbs.redditmedia.com/KWeEpVxXOGLoloMbM0IxGt9EiKPXizpwFgcSeWqtpZM.png",
        "subscribers": 0,
        "over_18": false,
        "url": "/user/spez/",
        "subreddit_type": "user",
        "accept_followers": true
    }
}

Speed

Usernames	Time
1	< 1 second
100	~3 seconds
1,000	~20 seconds
10,000	~3-4 minutes

Built for bulk throughput. Rate limits are handled automatically with proxy rotation and retries.

When a Run Returns No Profiles

An empty result is not always the same thing, so every run that returns nothing says why in its status message:

Status message	What it means
No Reddit account exists with that username.	Check the spelling. Deleted accounts also report this.
Couldn't reach Reddit. Please try again in a few minutes.	One or more profiles could not be loaded at all. Retry.
Found N profiles, but part of the run could not be completed.	Some profiles delivered, others were cut short. Raise the run timeout to get the rest.
The run ended before all of the input was processed.	The run hit its timeout before every username was checked. Raise the run timeout and try again.

Every username always produces a row, with a _status field of found, not_found, unavailable or error, so you can tell them apart in the dataset too. A successful run that returned everything sets no status message.

Pricing — Pay Per Event (PPE)

$1.49 per 1,000 profiles

FAQ

How fast is it? 1,000 profiles in about 20 seconds.

Do I need a Reddit account or API key? No. The actor uses Reddit's public profile endpoint. No login, no API key, no OAuth.

What happens with deleted or suspended accounts? They're included in the output with "_status": "not_found" so you can see exactly which usernames didn't resolve. You're only charged for found profiles.

What input formats are supported? Plain username (spez), prefixed (u/spez, /u/spez, @spez), full URLs (https://www.reddit.com/user/spez), and uploaded CSV/TXT files.

Can I scrape more than 1,000 profiles? Yes. There's no hard limit. The actor scales linearly. 10,000 profiles take about 3-4 minutes.

How is the data structured? One JSON object per username with all public fields Reddit returns. The subreddit field contains nested profile metadata (bio, banner, icon).

More Clearpath scrapers for Reddit

🔍 Search & discovery

• Reddit Search Scraper
  Keyword search across all of Reddit
• Reddit Subreddit Posts Scraper
  Full subreddit feeds: hot, new, top, rising

💬 Threads & comments

• Reddit Post Comments Scraper
  Full comment trees and nested replies from any post URL

👤 Users

• Reddit User Posts & Comments Scraper
  A single user's full post and comment history

🤖 AI & LLM tools

• Reddit MCP Server
  Live Reddit search inside your AI assistant
• Reddit Answers API
  Reddit's AI answer engine for any question
• Reddit to LLM
  Clean Reddit threads as Markdown for AI pipelines

Support

• Bugs: Issues tab
• Features: Email or issues
• Email: max@mapa.slmail.me

Legal Compliance

Extracts publicly available data. Users must comply with Reddit's terms of service and applicable data protection regulations (GDPR, CCPA).

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Bulk Reddit profile data at scale. No login, no API key, just usernames in, profiles out.