Influencer Discovery Email Scraper

What does Influencer Discovery Email Scraper do?

Influencer Discovery Email Scraper helps brands, agencies, SaaS companies, ecommerce teams, and creator outreach specialists find public influencer leads from YouTube, TikTok, and Instagram. Search by niche, country, and keywords, then export structured creator profiles with handles, profile URLs, public emails, follower/subscriber counts, engagement estimates, audience tier, external links, and lead quality scores.

Use this Actor as an influencer finder, creator discovery scraper, influencer email scraper, or social media lead generation tool for influencer marketing campaigns, UGC outreach, affiliate recruitment, sponsorship research, and PR prospecting.

Why this influencer scraper is useful

Influencer discovery is slow when you manually search platforms, open profiles, copy handles, check bios, and look for public emails. This Actor automates the first research pass and gives you a clean dataset that can be exported to CSV, Excel, JSON, Google Sheets workflows, CRMs, outreach systems, or your own API pipeline.

Key features:

• Discover creators by platform, niche, country, and keywords
• Scrape direct profile URLs when you already have seed lists
• Extract public emails from visible profile text and links
• Parse follower/subscriber counts where publicly visible
• Estimate engagement from visible likes/views when available
• Classify audience tier: nano, micro, macro, or mega
• Score creator leads from 0 to 100 for faster prioritization
• Export a full influencer dataset or a CRM-ready outreach view
• Use Apify Residential Proxy for production reliability
• Lightweight HTTP crawling for lower platform cost than browser-based scraping

Best use cases

• Find fitness influencers in the United States
• Find beauty creators in India with public emails
• Build TikTok creator lists for ecommerce outreach
• Discover YouTube channels for SaaS sponsorships
• Collect Instagram creator profiles for UGC campaigns
• Build niche influencer databases for agencies
• Enrich an existing list of creator profile URLs

How to find influencer emails

1. Choose platforms: YouTube, TikTok, Instagram, or all three.
2. Enter any niche manually, such as beauty, fitness, travel, gaming, finance, food, real estate, yoga coaches, mom bloggers, or SaaS founders.
3. Choose a country or market.
4. Add extra keywords such as vegan, personal trainer, mom blogger, or luxury travel.
5. Set the maximum profiles per platform.
6. Increase discovery depth when you need more profiles from search results.
7. Enable Require public email if you only want profiles where an email is visible.
8. Run the Actor and export the dataset.

The Actor only extracts emails that are publicly visible in profile text, descriptions, page metadata, or visible linked text. It does not bypass logins, private data, or platform permissions.

Input example

{
  "platforms": ["youtube"],
  "niche": "fitness",
  "country": "United States",
  "keywords": ["personal trainer", "workout"],
  "profileUrls": [],
  "maxProfilesPerPlatform": 25,
  "maxTotalProfiles": 100,
  "maxDiscoveryPagesPerPlatform": 2,
  "minFollowers": 10000,
  "requireEmail": false,
  "includeDiscoveryRows": true,
  "maxConcurrency": 8,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"]
  }
}

Output example

{
  "platform": "youtube",
  "niche": "fitness",
  "country": "United States",
  "keywords": ["personal trainer", "workout"],
  "name": "Example Fitness Coach",
  "handle": "@examplefitness",
  "profileUrl": "https://www.youtube.com/@examplefitness",
  "bio": "Fitness coach sharing workouts, nutrition tips, and online coaching.",
  "emails": ["coach@example.com"],
  "email": "coach@example.com",
  "followers": 125000,
  "following": null,
  "postsCount": 240,
  "avgViews": 32000,
  "avgLikes": 1800,
  "engagementRate": 1.44,
  "engagementQuality": "average",
  "hasEmail": true,
  "leadQualityScore": 89,
  "audienceTier": "macro",
  "externalLinks": ["https://example.com"],
  "sourceUrl": "https://www.youtube.com/results?search_query=fitness",
  "status": "success",
  "scrapedAt": "2026-08-23T00:00:00.000Z"
}

Output fields

Field	Description
platform	YouTube, TikTok, Instagram, or unknown
niche	Selected influencer niche
country	Selected target market
name	Public creator or channel name
handle	Social media handle when available
profileUrl	Creator profile URL
bio	Public profile description or metadata
emails	Public emails found on the visible page
email	First public email found, useful for CRM import
followers	Followers or subscribers when publicly visible
avgViews	Average visible views from sampled page text
avgLikes	Average visible likes from sampled page text
engagementRate	Estimated likes / followers percentage
engagementQuality	Low, average, good, or excellent
audienceTier	Nano, micro, macro, or mega
leadQualityScore	0-100 score based on profile completeness, email, followers, and engagement
externalLinks	Public external links visible on the profile
status	Success or failed

Pricing and monetization ideas

For a public Apify Store listing, this Actor works best with pay-per-event pricing because buyers understand what they are paying for:

• Keep the synthetic apify-actor-start event enabled to cover startup cost.
• Keep or configure dataset item pricing for each saved creator profile.
• Configure the custom event influencer-profile if you want explicit per-profile charging from code.
• Price public email leads higher than profile-only leads only if you add a separate enrichment event later.

The run that triggered a negative margin had revenue of $0.10 and platform cost of $1.86, so it needed about $2.33 revenue to break even before profit. Use that as a warning: if a run may cost a few dollars, profile pricing must be high enough to cover it. With the current lightweight HTTP crawler and smaller defaults, cost should be much lower than the earlier browser-based version.

Suggested starting setup in Apify Console:

Event	Suggested price	Why
apify-actor-start	$0.05-$0.10	Covers startup and failed/empty runs
apify-default-dataset-item	$0.02-$0.05	Charges for each saved creator lead
influencer-profile	$0.02-$0.05	Use if you prefer a custom per-profile event

Do not enable both expensive custom and synthetic per-item pricing for the same result unless you clearly explain that pricing to users.

Tips for better results

• Use specific niches instead of broad ones. vegan fitness coach is better than fitness.
• Add country or city keywords when you need local creators.
• Keep maxDiscoveryPagesPerPlatform at 1-3 for profitable public runs.
• Increase maxDiscoveryPagesPerPlatform only when the buyer expects a larger, more expensive run.
• Use seed profile URLs when you already have a shortlist.
• Keep maxTotalProfiles enabled so one run cannot silently become too expensive.
• Keep concurrency around 8 with the lightweight HTTP crawler.
• Use Residential Proxy for production runs.
• Enable Require public email when you only want outreach-ready leads.
• Expect some profiles to hide follower counts, emails, or stats depending on platform layout, location, cookies, and public visibility.

Limitations and compliance

Social media sites change frequently and may limit public profile visibility. This Actor collects publicly visible information on a best-effort basis. It does not access private profiles, bypass authentication, scrape inboxes, or reveal hidden emails.

Make sure your outreach follows applicable privacy laws, platform terms, anti-spam rules, and marketing regulations in your jurisdiction. Always contact creators respectfully and include opt-out options where required.

FAQ

Can this scrape influencer emails?

Yes, when the email is publicly visible in profile text, page metadata, or visible profile links. It cannot extract private or hidden emails.

Can I search Instagram, TikTok, and YouTube together?

Yes. Select all three platforms in the input and the Actor will discover and scrape profiles from each selected source.

Can I upload my own influencer profile URLs?

Yes. Add YouTube, TikTok, or Instagram profile URLs in profileUrls and the Actor will scrape those profiles directly.

Can I filter by followers?

Yes. Use minFollowers to skip profiles below your target audience size when follower/subscriber counts are visible.

Is the output ready for CRM import?

Yes. The dataset includes a crm_export view with creator name, handle, platform, email, profile URL, niche, country, followers, engagement, lead score, and bio.