Public data, cut to what you need.
Pick a source and replay a recorded run of its scraper on Apify: the clean result as JSON, and the code to run it yourself.
TikTok · TikTok Transcript Scraper · returns the transcript
Supported sources (15)
Video to text
TikToktranscript
Instagramtranscript
YouTubetranscript
Facebooktranscript
Douyintranscript
Bilibili videotranscript
Social posts
Redditposts
Threadsposts
Weiboposts- Bilibilivideos, comments and danmaku
- Douyin commentscomments
Commerce
AliExpressproducts
1688wholesale listings
Stock media
Adobe Stockassets
Trends
Google Trendsinterest over time
Measured on October 4 to 6, 2026. How we measure
/v2/acts/quarra~tiktok-transcript-scraper/run-sync-get-dataset-itemsREPLAYrecorded exampleThe clean result shows here, with its JSON and the code to run it yourself.
Measured on October 4 to 6, 2026. How we measure
35 scrapers on the Apify Store
All on the Apify StorePublic data only, no login. The main ones were benchmarked against the most used alternatives on the same links, losses included.
Video to text
- 0empty records chargedTikTok
Transcripts from links or an account's latest videos: TikTok's captions when they exist, AI transcription when they don't, with SRT and VTT.
20 links shared on Reddit: 7 transcripts, 7 records charged. The most used alternative: 6 transcripts, 18 records charged, 12 of them empty. Measured October 10, 2026.
- 12/12videos in the language spokenYouTube
Transcripts of videos, Shorts, channels, playlists and searches, with SRT and VTT and a mode that returns only new videos.
The 10 latest videos of @TED and @MrBeast, language left empty. The most used alternative: Arabic for 10 of 12, and every caption line twice on the long videos. Measured October 10, 2026.
- 13/20reel links transcribedInstagram
Transcripts of Reels, video posts and carousels, from links or an account's latest videos, in the language spoken. Music-only reels are free.
Five languages, Hindi included. The most used alternative: 14 transcripts, and the Hindi reel returned as without speech. Measured October 10, 2026.
- 3/3Hungarian reels, names rightFacebook
Transcripts of reels and videos, from links or a Page's latest reels: the creator's captions when they exist, AI transcription when they don't.
10 links shared on Reddit: 9 transcripts. The most used alternative: 10 transcripts, names garbled in 2 of the 3 Hungarian reels. Measured October 12, 2026.
- 11 minfast monologue, in fullDouyin
Transcripts in punctuated Chinese, from links or the share text copied from the app, with SRT and VTT.
19 links in one run: 10 transcripts; music-only videos, photo posts and dead links free. Measured October 13, 2026.
- 3languages, each as spokenBilibili
Transcripts from links, the app's share text, BV IDs, multi-part videos or creator pages, with SRT, VTT and an optional English translation.
20 inputs in one run, traps included: 8 transcripts in Chinese, English and Korean in 45 s; the 12 others (a song, a 74-minute video, a private video, dead and unsupported links) returned free, each with its reason. Measured October 15, 2026.
Social and comments
- 98,760comments, none missing its parentReddit
Posts, search with exact phrases and exclusions, and full comment trees.
98,760 comments from 25 of the week's most-commented threads (300 to 6,000 comments each): every reply chain followed to the end, 0 comments missing their parent. Measured October 6, 2026. On recent comments of one thread: 263 of 263, two of the most used alternatives 245 and 224. Measured October 5, 2026.
- 21/21values matched against the pageThreads
Posts, profiles, view counts, and the replies to a post.
Likes, replies, reposts, quotes, shares, views and date, checked against the public page a minute later. Replies: 1,805 returned in 87 s for a post showing 2,502.
- 2,315posts from one searchWeibo
Posts from keywords or #topics#, user profiles and their posts, comments with their replies, and the hot search list. No account.
One search, “咖啡” (coffee): 2,315 posts in 8 minutes, long posts with their full text. Measured October 13, 2026.
- 12,000comments, none duplicatedDouyin comments
Every public comment of Douyin videos: text, likes, replies, date and IP location, with an optional English translation. No account.
5 videos in one run: 12,000 comments in 145 s, none duplicated, 11,999 with the IP location Douyin shows. Measured October 15, 2026.
- 1,150videos for one search, past the 1,000 capBilibili
Search results, video details, every comment with its replies, danmaku, creators, trending lists and hot searches. No account.
One video: 1,777 comments and replies and 601 danmaku in 1 min 53 s, none duplicated. The search, “iPhone 17”, in 49 s. Measured October 15, 2026.
- 5,000articles with full text from 5 tags
MediumArticles from tags, authors, publications, searches or links: full text as Markdown, claps, responses, reading time, tags, author and publication. No account.
5,000 articles from 5 tags, every one with its full text and a distinct ID, in 8 min 56 s. Measured October 17, 2026.
- 1,088videos from five keywordsDouyin search
Douyin videos by keyword in Chinese or English: caption, hashtags, date, likes, comments, shares, saves, author with followers, and sound. No account.
Five keywords in one run: 1,088 videos in 85 seconds, every video ID distinct. Measured October 17, 2026.
Commerce and stock
- 38 sfor 50 full productsAliExpress
Search results and full product pages: every variant with its price and stock, all images, shipping to your country, the store and reviews.
50 products with full details, shipped to the US: 50 of 50 in 38 s, with all their images, and the shipping fee on 49 of 50. The most used alternative: 50 of 50 in 106 s, at most 6 images per product and no shipping fee. Measured October 10, 2026.
- 2,000results for one search1688
China's wholesale marketplace: the price per quantity tier, the minimum order, every variant, specifications, sales and the supplier. No account.
One search, “雨伞” (umbrella): 2,000 results in 44 s. 150 products with full details in 83 s, 150 with every variant and 150 with their supplier. Measured October 15, 2026.
- 7,817assets from one searchAdobe Stock
Photos, vectors, illustrations, videos and templates, each with its full keyword list, downloads and views. No account.
One search, “business”: 7,817 assets in 135 s, 7,815 with their full keyword list and 7,817 with their download count. Measured October 12, 2026.
Reviews
- 1,521of 1,521 reviews of one place
Google MapsReviews of any place from its Maps link, place ID or name: rating, full text, date, owner reply, photos and likes. No reviewer names. No account.
One place with 1,521 reviews: all 1,521 delivered in 12 min 48 s, every review ID distinct. Measured October 22, 2026.
- 6,130reviews from three places in 104 s
TripadvisorReviews of any hotel, restaurant or attraction from its link: rating, title, text, dates, trip type, photos and owner response. No account.
Three places, up to 3,000 reviews each: 6,130 reviews and 3 place records in 104 seconds, every review ID distinct. Measured October 18, 2026.
- 3,000reviews, 200 per star rating
TrustpilotReviews of any company from its domain: stars, title, text, date, country, Verified badge and company reply, with filters by stars, language and date. No reviewer names.
Three companies, 1,000 reviews each: 3,000 reviews in 5 min 52 s, 200 for every star rating of each company, every review ID distinct. Measured October 31, 2026.
- 4,000reviews of one app, four countries
App StoreReviews of any App Store app from links or IDs, in any country: rating, title, text, date, app version and developer reply, full history. No account.
One app in four countries: 4,000 reviews in 45 seconds, every review ID distinct, even after a forced restart mid-run. Measured October 17, 2026.
- 15,000reviews of three apps in 17 s
Google PlayReviews of any Google Play app from links or package names, in any language: rating, text, date, app version, helpful votes and developer reply. No account.
Three apps: 15,000 reviews in 17 seconds, every review ID distinct, even after a forced restart mid-run. Measured October 17, 2026.
- 25,000reviews of one company, in order
GlassdoorEmployee reviews of any company from a link or name: rating, six sub-ratings, pros, cons, job title, tenure and employer replies. No reviewer names. No account.
One company, 25,000 reviews requested: 25,000 delivered in 266 seconds, in exact order, none duplicated. Measured October 22, 2026.
- 9,858reviews from three companies
IndeedEmployee reviews of any company from a link or name: overall and sub-ratings, text, pros and cons, job title, location and date, in every country or one. No account.
Three companies, one of them read to its last review: 9,858 reviews in 487 seconds, none duplicated. Measured October 22, 2026.
Jobs
- 120jobs from 3 searches in 20 s
Google JobsGoogle Jobs listings by keyword, place and country: title, employer, location, contract type, salary when shown, posting date, source site and apply link.
Three searches in two places: 120 job listings in 20 seconds, each with a distinct job ID and link. Measured October 22, 2026.
- 230company job boards in one run
Greenhouse, Lever, Ashby, WorkdayOpen jobs from company careers pages on four job board systems, from links, slugs or company names, in one schema with the full description. No account.
230 company boards on Greenhouse and Ashby, capped at 5,000 jobs: the cap reached in 107 seconds, none duplicated. Measured October 18, 2026.
- 452jobs from four searches in 39 s
StepstoneJobs in Germany, Austria and Belgium by keyword and city or from search links: title, company, location, home office, salary, benefits and dates.
Two job titles in two cities: 452 jobs in 39 seconds, every job ID distinct. Measured October 18, 2026.
- 3,999jobs from one search, to its endIndeed Jobs
Jobs in 62 countries by keyword and location or from search links: full description, posted salary, job types, remote or hybrid, company rating and size, location and dates. No account.
“Nurse” in the United States: 3,999 jobs, every job key distinct, every one with its full description. Measured November 8, 2026.
- 1,000jobs from two searches
NaukriJobs in India by keyword and city or from search links: full description, skills, experience range, salary when shown, company rating, applicants and views. No account.
“Data analyst” in Hyderabad and Pune: 1,000 jobs, every job ID distinct, the 8 listed by both charged once. Measured November 8, 2026.
Travel prices
- 2,190booking-site prices, 143 hotels
Google HotelsHotels from a city search, names or links: address, stars, rating, reviews and, for your dates, the price on every booking site, the cheapest named. No account.
Hotels in eight cities: 143 distinct hotels, each with a price, and 2,190 booking-site prices in 192 seconds. Measured October 17, 2026.
- 341flights from 16 trips in 21 s
Google FlightsOffers for one-way or round trips with your dates, passengers, cabin and stops: price, airlines, flight numbers, layovers, times, aircraft and CO2. No account.
Sixteen trips in one run: 341 flights in 21 seconds, none duplicated, even after a forced restart mid-run. Measured October 21, 2026.
Search and AI answers
- 43connections asked for one curveGoogle Trends
Interest over time, by region, and related queries.
Google answered with 3 versions of the same curve. We ask each request several times and return the majority version, with an agreement score on every row.
- 9.5 sfor 1,000 keywords
Google search volumeMonthly Google search volume, 12 months of history, CPC and competition for thousands of keywords in any country, plus keyword ideas from seeds. No Google Ads account.
1,000 brand names in one run: 968 with their monthly volume and 12 months of history, in 9.5 seconds. The 32 Google has no data for were free. Measured October 31, 2026.
- 998images from five searches in 22 s
Google ImagesImage results by keyword, country and language: image URL, thumbnail, title, source page, domain and position, with Google's size, type, color and date filters.
Five searches, 200 images asked for each: 998 images in 22 seconds, every image URL distinct, each with its thumbnail and source page. Measured October 31, 2026.
- 120/120articles with their date
Google NewsArticles by keyword, country, language and period: headline, outlet, link, publication date, snippet and position, sorted by relevance or by date.
Two searches: 120 articles in 31 seconds, 120 distinct links, every one with its publication date. Measured October 22, 2026.
- 51brands named in 10 answers
ChatGPT and GeminiThe answers ChatGPT and Gemini give to your questions: full Markdown text, cited sources, web results and the brands named in order, by country and language. No account.
Five questions asked to both: 10 answers in 53 seconds, with 106 cited sources and the 51 brands they named, in order. Measured October 31, 2026.
Google Trends is not one dataset
We asked for the same curve, “coffee” in the United States over 12 months, from 43 different US connections, within three minutes. Google answered with 3 different curves.
34 of the 43 requests got the same one. The others got a variant, up to 9 points away. A scraper that asks once hands you whichever version it happened to get.
How we work
From the source
Read directly from each platform, without an account and without a reseller in between.
Dated
Each row carries the date of the event and the date we collected it.
Honest about gaps
Completeness is measured and stated, including what we miss.
Custom data
Another platform, data at volume, or a dataset built for your use. We reply within two business days.
sam@quarralabs.com