Scrape Instagram Likes by Post URL - No Login - cookieless

Extract Instagram post likes without login or cookies. Get usernames, verification status, profile data, and recent activity from any public post in JSON or CSV. Ideal for influencer research, competitor analysis, and identifying high-value engaged audiences at scale.

Publisher description, verbatim

Last 7 dayson this actor

1other change
67new rivals on Instagram

Each one reaches followers by email the morning after.Follow this actor

Key figures30 readings

Price / 1k$2.50per 1,000 results

Users / 30d25↑ 2 over 30 readings

Users, all time559↑ 88 over 30 readings

Runs / 30d494↓ 270 over 30 readings

Runs / user / mo19.8runs per monthly user

Standing

#237of 1,425

on Instagram, by users in the last 30 days among actors classified to this platform.

Store search presence

4top-10 keywords

best #3 for “url login”

url login#3
cookieless#5
instagram likes#6
1 more#7–#7

re-crawled daily

Recorded changes

2026-09-20qualityQuality grade changedD → C—on record
2026-09-11qualityQuality grade changedC → D—on record
2026-09-10qualityQuality grade changedD → C—on record

showing 3 of 8 in the last 30 days · followers get all 8 by email

What the reviews say

1 review with text — too few to summarize. We do not read themes off 1 data point; the stars above are all anyone has.

History

30 readings since 2026-08-27

Users / 30d30 readings

Users, all time30 readings

Runs / 30d30 readings

Standing30 readings

Alternatives on Instagram

The actors either side of #237 of 1,425, ranked by users in the last 30 days. Same platform, adjacent adoption — the comparable set.

all 1,425 on Instagram →

Sort

#	Actor	Grade	Price / 1k	Users /30d	Success	Rating	Age	Fresh
232	Instagram Following Scraperthenetaji	B	RES$1.75 /1kgood price	27221 total	96.2%	5.0 (1)	13m	fresh
233	Google Maps Business Without Websites Leads Scraperlurkapi	C	EVT$1.99 /1k place-scraped	26134 total	99.3%	—	2m	aging
234	Instagram Followers Scraperafanasenko	B	EVT$10.00 /1k PROFILE_ANALYZED	25385 total	93.5%	—	8m	fresh
235	SocialBlade Stats Scrapercrawlerbros	C	RES$2.00 /1kfair price	25137 total	99.8%	—	5m	aging
236	Instagram Hashtag Statsleadsbrary	E	RES$3.00 /1khigh price	25125 total	36.5%	5.0 (1)	7m	stale
237	Scrape Instagram Likes by Post URL - No Login - cookielesspatient_discovery	C	RES$2.50 /1kfair price	25559 total	73.1%	4.0 (1)	9m	aging	This
238	Instagram Reels Scraperpratikdani 3 open	C	RES$3.30 /1khigh price	25810 total	100.0%	2.1 (7)	20m	aging
239	Instagram Reels Scraper: Views, Likes, Audio & Video URLscrapers_lat	B	RES$8.00 /1ksteep price	2579 total	99.2%	—	3m	fresh
240	Meta Ad Library Scraper — Facebook & Instagram Ads API No Loginaffiliatescope 1 open	C	RES$1.50 /1kgood price	24199 total	95.0%	5.0 (1)	5m	aging
241	Video Transcript Scraperautomation-lab	B	EVT$46.00 /1k youtube-transcript	24202 total	99.5%	—	6m	fresh
242	Instagram Leads Scrapereasy_scraper 1 open	C	RENT$10.00 /mo	24279 total	89.7%	5.0 (1)	7m	aging

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