YouTube Comments Scraper & Analyzer: Questions, Complaints

Every comment and reply under any YouTube video, without login or API key: text, likes, replies, date, author, pinned and creator replies. Optional AI insights per video: sentiment, themes, top questions, complaints, requests, praise and buying signals, counted from every comment.

Publisher description, verbatim

Last 7 dayson this actor

1new actor
1rank move
236new rivals on YouTube

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

Key figures2 readings

Price / 1k$0.80per 1,000 comment

Users / 30d1↑ 1 over 2 readings

Users, all time2↑ 1 over 2 readings

Runs / 30d1not enough history for a trend

Runs / user / mo1.00runs per monthly user

Standing

#1,907of 2,331

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

Store search presence

1top-10 keywords

best #4 for “youtube comment analyzer”

youtube comment analyzer#4

re-crawled daily

Recorded changes

2026-10-23searchKeyword rank moveentered top-10 for “youtube comment analyzer” (outside top 100 → #6)—on record
2026-10-23changeListed—on record

showing 2 of 2 in the last 30 days · followers get the next one by email

History

2 readings since 2026-10-23

Users / 30d2 readings

Users, all time2 readings

Standing2 readings

Alternatives on YouTube

The actors either side of #1,907 of 2,331, ranked by users in the last 30 days. Same platform, adjacent adoption — the comparable set.

all 2,331 on YouTube →

Sort

#	Actor	Grade	Price / 1k	Users /30d	Success	Rating	Age	Fresh
1902	YouTube Transcript Scraper — Captions & Subtitles for AI (Bulk)yasaslive	—	EVT$4.00 /1k transcripthigh price	12 total	—	—	8d	fresh
1903	Youtube Shorts Scraperybmeng 1 open	—	FREEfree	150 total	—	—	19m	fresh
1904	YouTube Podcast Scraper — Top Charts, Popular Shows & Episodesyugenox	—	RES$1.90 /1k	12 total	—	—	14d	fresh
1905	Cross-Network Trend Radar - Rising Topicsyzy001	—	RES$2.00 /1k	12 total	—	—	13d	fresh
1906	Google Ads Transparency Scraper: Search, YouTube & Display Adszaiq	—	EVT$1.50 /1k adfair price	12 total	—	—	12d	fresh
1907	YouTube Comments Scraper & Analyzer: Questions, Complaintszaiq	—	EVT$0.80 /1k commentgood price	12 total	—	—	7d	fresh	This
1908	YouTube Outlier Finder: Videos That Beat Their Channelzaiq	—	EVT$3.00 /1k videofair price	12 total	—	—	7d	fresh
1909	YouTube Transcript Scraper: Channels, SRT & VTTzaiq	—	EVT$10.00 /1k transcript-fetchedhigh price	12 total	—	—	20d	fresh
1910	Google Videos Scraper - Video Search Results, Channels & Linkszaver.api	—	EVT$1.49 /1k video-resultgood price	12 total	—	—	31d	fresh
1911	Video & Audio Transcriber - Speech to Text, Subtitles & SRTzaver.api	—	EVT$30.00 /1k media-transcribedsteep price	13 total	—	—	49d	fresh
1912	YouTube Comments Scraper APIzenomastro	—	EVT$0.35 /1k commentgood price	12 total	—	—	31d	fresh

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Numbers on this page are measured only by an independent census of the Apify Store — not self-reported. Not indexed: too little has happened to this actor for us to have anything worth saying yet.