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

1rank move
129new 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 / 30d14↓ 11 over 30 readings

Users, all time574↑ 15 over 30 readings

Runs / 30d983↑ 489 over 30 readings

Runs / user / mo70.2runs per monthly user

Standing

#410of 1,729

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

Store search presence

2top-10 keywords

best #2 for “scrape instagram”

scrape instagram#2
instagram likes#5

re-crawled daily

Recorded changes

2026-10-22searchKeyword rank moveentered top-3 for “scrape instagram” (outside top 100 → #2)—on record
2026-09-30searchKeyword rank moveleft top-3 for “url login” (#3 → outside top 100)—on record
2026-09-30searchKeyword rank moveleft top-10 for “login cookie” (#7 → outside top 100)—on record

showing 3 of 4 in the last 30 days · followers get all 4 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 2026-09-25

Users / 30d30 readings

Users, all time30 readings

Runs / 30d30 readings

Standing30 readings

Alternatives on Instagram

The actors either side of #410 of 1,729, ranked by users in the last 30 days. Same platform, adjacent adoption — the comparable set.

all 1,729 on Instagram →

Sort

#	Actor	Grade	Price / 1k	Users /30d	Success	Rating	Age	Fresh
405	Instagram User Stories Scraperdata_direct	C	EVT$6.00 /1k api-requesthigh price	1418 total	92.0%	—	51d	fresh
406	Instagram Search Scraperhappy_b	C	RES$500 /1ksteep price	1428 total	93.9%	—	6m	fresh
407	Instagram Highlights Scraperigview-owner	C	RES$20.00 /1khigh price	14253 total	99.0%	—	8m	aging
408	Instagram Downloader APImaximedupre	B	EVT$4.50 /1k scraped-mediafair price	1480 total	97.0%	—	5m	fresh
409	Instagram Location Scraper · Stats & Tagged Posts · No Loginmemo23	B	EVT$1.00 /1k postgood price	1451 total	98.8%	5.0 (1)	2m	fresh
410	Scrape Instagram Likes by Post URL - No Login - cookielesspatient_discovery	C	RES$2.50 /1kgood price	14574 total	94.0%	4.0 (1)	10m	fresh	This
411	Instagram Comments Scraperpratikdani	C	RES$3.00 /1kgood price	14730 total	99.2%	1.8 (3)	21m	stale
412	Video or Audio Downloaderreinventingai	D	EVT$40.00 /1k downloadsteep price	1462 total	39.7%	—	5m	fresh
413	Instagram Scraper: Profile, Posts & Follower Data, No Loginscrapers_lat	C	RES$8.00 /1kfair price	1462 total	100.0%	5.0 (1)	4m	aging
414	Instagram Hashtag Scraper - Filtered Post Searchscrapesage	—	EVT$2.50 /1k postgood price	1456 total	—	—	3m	fresh
415	Instagram Username Availability Checkerseemuapps	B	EVT$4.00 /1k check-resultfair price	1458 total	99.9%	—	47d	fresh

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