Instagram Likers & Commenters Scraper 💬❤️

Instagram Likers & Commenters Scraper exports everyone who engaged with any public Instagram post or reel — no login, no cookies, no password. Get post likers, commenters, and even people who liked the comments, all deduplicated into a single leads list and tagged with what each person did. Enrich every engager with email, follower count and bio, filter to the accounts you want, and export to CSV, Excel or JSON.

Built for lead generation, influencer research, giveaway winner picking and audience analysis — turn a competitor's engaged audience into your prospect list.

• ✅ No login / no cookies — your Instagram account is never touched or put at risk
• ✅ Likers + commenters + comment likers across many posts at once
• ✅ Deduplicated — one row per person, even across 20 posts
• ✅ Tags who liked, who commented, and how many posts they engaged with
• ✅ Email & profile enrichment for ready-to-use outreach lists
• ✅ Verified / follower-size / bio filters built in
• ✅ CSV, Excel, JSON, XML export + full API, scheduler and integrations

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What does the Engagers Exporter do?

Paste one or more Instagram post/reel URLs and it collects everyone who engaged — the people who liked the post, the people who commented, and (optionally) the people who liked the comments. It merges them into one clean list with no duplicates, so a person who liked and commented (or engaged across several posts) appears once, tagged with everything they did. Turn on enrichment and each row gains follower counts, bio and a public business email — a finished prospect list.

What data does it extract?

One row per unique engager:

Field	Description	Example
username	Account handle	growthmarketer_jo
full_name	Display name	Jordan Lee
engagement_types	What they did	["liked","commented"]
posts_engaged	How many of your posts they engaged with	3
verified	Blue-check status	false
followers	Follower count	8400
profile_url	Direct profile link	https://www.instagram.com/growthmarketer_jo/

With enrichment on, each row also includes following, posts, biography, external_url, category, is_business, public_email and public_phone.

Why choose this engagement scraper?

• Everyone, deduplicated, in one list. Most tools scrape likers or comments from one post. This one unions likers, commenters and comment-likers across all your posts and returns each person once — the actual "who engages with this brand" list.
• Comment likers no one else exports. It can pull the people who liked the comments on a post — a warm, high-intent audience that other scrapers ignore.
• Lead-gen filters + enrichment. Keep only verified accounts, accounts above a follower threshold, or accounts whose bio matches a keyword — then enrich with email for outreach. Filtered-out people are never billed.
• No login, no cookies, no risk. Your Instagram account is never used, so it can't be rate-limited or banned.

How to scrape post likers & commenters (step by step)

1. Paste one or more post or reel URLs.
2. Choose All engagers (likers + commenters + comment likers) or a single type.
3. Set max engagers per post and any filters (verified, min followers, bio keywords).
4. (Optional) Turn on enrichment for emails and full profile data.
5. Click Start, then download from the Storage → Dataset tab as CSV, Excel, JSON or XML — or read it via the API.

Example input

{
  "postUrls": [
    "https://www.instagram.com/p/CA2aJYrg6cZ/",
    "https://www.instagram.com/reel/CODE2/"
  ],
  "engagement": "all",
  "maxPerPost": 3000,
  "minFollowers": 1000,
  "bioKeywords": ["founder", "marketer"],
  "enrichProfiles": true
}

This exports everyone who engaged with the two posts, dedupes them, keeps only accounts with 1,000+ followers whose bio mentions founder or marketer, and enriches each with email — a targeted B2B lead list.

Example output

{
  "username": "growthmarketer_jo",
  "full_name": "Jordan Lee",
  "engagement_types": ["liked", "commented"],
  "posts_engaged": 3,
  "verified": false,
  "followers": 8400,
  "category": "Marketing Agency",
  "is_business": true,
  "public_email": "jordan@growthco.io",
  "profile_url": "https://www.instagram.com/growthmarketer_jo/"
}

Run it via the Apify API

curl "https://api.apify.com/v2/acts/YOUR~ACTOR/runs?token=YOUR_TOKEN" \
  -X POST -H "Content-Type: application/json" \
  -d '{"postUrls": ["https://www.instagram.com/p/CA2aJYrg6cZ/"], "engagement": "all"}'

Works with the Apify SDK (JavaScript & Python), scheduled runs, webhooks, and integrations for Make, Zapier, n8n, Google Sheets, Slack and LangChain.

Pricing — pay only for results

You are billed per unique engager delivered to your dataset. Failed posts and filtered-out people cost nothing.

Result type	Price
Engager (liker / commenter / comment liker)	$0.0012 per engager ($1.20 / 1,000)
Enriched engager (full profile + email)	$0.012 per engager ($12 / 1,000)

That basic rate is roughly 57% below the category average — comparable Instagram engagement/comment Actors charge around $0.0026–0.003 per result — so you build bigger, deduplicated leads lists for less.

What can I use engager data for?

• Competitor audience lead generation — export everyone engaging with a competitor's posts, filter to business accounts with emails, and load your outreach tool.
• Warm-audience outreach — people who liked and commented are your most engaged prospects; the engagement_types and posts_engaged fields rank them for you.
• Giveaway & contest winners — pull all commenters (or likers) on a post to pick and verify winners.
• Influencer & UGC discovery — find engaged creators in your niche by filtering engagers by follower size and bio.

Frequently asked questions

Do I need to log in?

No. The Actor uses its own managed data infrastructure — no login, no cookies, no password. Your account is never used.

Can it scrape both likers and commenters at once?

Yes. Choose All engagers and it pulls likers, commenters and comment-likers, then deduplicates them into one list with each person tagged by what they did.

What are "comment likers"?

People who liked the comments on a post — a warm, high-intent audience most scrapers can't reach. This Actor exports them too.

Why did I get fewer likers than expected?

Instagram limits liker visibility on large posts (it exposes only a subset of recent likers). Commenters are not capped this way. This is an Instagram limitation, not the Actor.

Does it get email addresses?

With enrichment on, public_email is filled for business/creator accounts that expose a public contact email — typically higher in B2B and creator niches.

What export formats are supported?

CSV, Excel (XLSX), JSON, JSONL and XML, plus direct API access and integrations with Make, Zapier, n8n and Google Sheets.

Is this legal?

The Actor collects only publicly available data. You are responsible for using it in compliance with the laws that apply to you (including GDPR and CCPA) and Instagram's terms. Don't use exports for spam.

Support & roadmap

Found a bug or want a feature? Open an issue on the Actor's Issues tab. On the roadmap: story-viewer engagers, engagement-rate scoring, and direct export to Google Sheets.