TikTok Shop dataset in 2026
The products you describe, at 5¢ a row.
Bright Data sells its TikTok Shop dataset at up to $0.0025 a record: 4.6M+ products with 59 fields, from a $250 order for 100K records. Apify scrapers charge $1.93 to $2 per 1,000 products from keywords or URLs you supply.
SpecStream is the live web data engine for teams and agents. Name the category, the market, the price range and the facts to bring back, and every product that fits reaches your sheet as a row, with the shop that sells it.
A row with up to 5 facts costs 5¢: 1,000 products cost $50. New accounts get $10 of credit, no card, and you see the most a run can cost before it starts.
New accounts get $10 of credit, no card.
SpecStream and TikTok Shop datasets side by side
| SpecStream | Bright Data TikTok Shop | Apify TikTok Shop scrapers | Actowiz TikTok Shop | |
|---|---|---|---|---|
| What you send | The products you want in plain words: the category, the market, the price range, every condition a row must meet and the facts to bring back | A pick from its TikTok datasets, the full file or a subset narrowed with filters or one prompt in plain English | Keywords, product URLs or shop URLs and IDs you already have | An order for a ready file by market and category, or a request for a custom dataset |
| What each row carries | The fields you name, such as product, price, sold count, rating and shop, joined with facts from the seller's own site and store pages. Source URL and read time on every value | 59 data fields: URL, title, availability, description, currency, initial price, final price, discount percent and more | Prices, sold counts, ratings, reviews, variants, images, stock and shop fields | Products, prices, reviews, sellers and inventory, in CSV |
| Price per 1,000 records | $50 for 1,000 rows with up to 5 facts, $150 with up to 15, $1 a row for a deep row. A business email adds 5¢, a phone 15¢ | Up to $0.0025 a record, $2.50 per 1,000. $250 buys 100K records | $1.99 per 1,000 products on Apify's Free plan, from $1.93 on paid plans. Another Actor charges $2 per 1,000 results, with residential proxy use billed on top | $219 for a file of 1.2M+ records |
| Smallest purchase | $10 of credit on sign-up, no card. A top-up from $10 never expires | $250 minimum order | $5 of free platform usage every month | A free 24 hour sample |
| How fresh | Read on the live web when you ask, with the read time on each value | Refreshed monthly | Read when you run the scraper | Delivered immediately from a file already built |
| Scheduled delivery | A saved request reruns hourly to yearly. Each row comes back labeled changed, unchanged or no longer matching. A changed or new row costs half its rate, an unchanged row 1¢ | Updates daily, weekly, monthly or on a custom schedule, up to 80% off a monthly plan. Smart updates deliver only New Records or Updated Records | Apify Schedules rerun the scraper, daily for listings or price monitoring, billed per product on each run | A scheduler, or a fixed monthly retainer with a named engineer |
| Other TikTok data | TikTok creators and shops you describe, from the same request box at the same row rates | TikTok Profiles (131.1M records), Posts (120.9M) and Comments (55.1M), each from the same $250 minimum | Shop records come free with the products. Another Actor adds a store record with a GMV estimate | Files for the US, UK, Indonesia and Thailand shops, by category |
| Where the data goes | Google Sheets, Excel, Airtable, Notion, HubSpot, Salesforce, Slack, Teams, Zapier, Make, n8n, signed webhooks, the API and the MCP server | JSON, NDJSON, JSON Lines, CSV or Parquet, to Snowflake, Amazon S3, Google Cloud, Azure or SFTP | The run's dataset, one row per result, through Apify | A CSV file |
| The cost cap before a run | The most the run can cost, quoted before it starts. Nothing runs until you approve it, and a run that finds nothing costs nothing | The order price, from $250, before collection starts | A maximum number of products per run | The file price, $219 |
Why commerce teams take SpecStream over a TikTok Shop file
Only the products you need
A TikTok Shop dataset holds the products its seller collected, and you pay for every record in the order. A scraper returns what sits behind the keywords and URLs you already have. On SpecStream you write the products you need: "TikTok Shop products in the US selling LED face masks under $100". SpecStream reads the request back as parts you can edit, the conditions every row must meet and the facts to bring back, then returns one row per product that meets them all.
The shop behind each product, in the same row
Facts from the listing, the shop and the seller's own site join into one record, so a row carries the price, the sold count and the shop with the contact it published, each with the page it was read on and the time. A brand sees which shops sell its products below MAP, new sellers included, with the listing and the time the price was seen. An email costs 5¢ on top of the row and a phone 15¢, and only when the row carries it.
Scheduled delivery, with every change labeled
Bright Data updates the TikTok Shop dataset daily, weekly, monthly or on a custom schedule, and its smart updates send only New Records or Updated Records. A saved SpecStream request reruns hourly to yearly and labels each row changed, unchanged or no longer matching, so a product whose price moves out of your range comes back marked. A changed or new row costs half its rate (3¢, 8¢ or 50¢) and an unchanged row 1¢. New matches land in Slack, email, Sheets, HubSpot, Salesforce or a signed webhook.
Start with $10 of credit
Bright Data's TikTok Shop dataset starts at a $250 order. SpecStream starts with $10 of credit on sign-up, no card: 200 products at 5¢. Duplicates, rows you already own and rows a page contradicts are not charged, and what a run does not use goes back to your balance.
From your agent, too
Connect the MCP server at https://api.specstream.ai/mcp and your agent asks for products in the same words, sees the price, and gets the rows with their sources once you approve. The same balance pays for the Search API at $5 per 1,000 searches and the Extract API at $0.80 per 1,000 pages.
Other TikTok Shop data options
Apify TikTok Shop Trending Products
An Apify Actor that reads TikTok Shop from keywords, product URLs or shop URLs, at $0.00199 a product on the Free plan and from $1.93 per 1,000 on paid plans, with shop rows free. It returns the products behind the inputs you bring. SpecStream starts from the products you describe and joins the seller's own facts into the row.
Apify TikTok Shop Scraper API
A second Actor at $2 per 1,000 results, where one result is one dataset row, and residential proxy use is billed by Apify on top. On SpecStream the pages read to build a row are not billed, and a run that finds nothing costs nothing.
Actowiz TikTok Shop datasets
Ready files of TikTok Shop products and prices: $219 for a CSV of 1.2M+ records, with a free 24 hour sample. A file is the products someone else chose to collect. SpecStream returns the ones that meet your conditions, read when you ask.
How SpecStream scores
The same numbers as the benchmarks page, from the official tasks and scorers.
| SpecStream |  Parallel |  Exa |  Tavily |  Perplexity | |
|---|---|---|---|---|---|
| Web researchWideSearch, GPT-5.6 Luna | 60.9 | 45.5 | 53.0 | 47.9 | 47.0 |
| Factual accuracySimpleQA Verified, GPT-5.6 Luna | 96 | 94 | 91 | 94 | 94 |
| Factual accuracySimpleQA Verified, GPT-5.6 Sol | 99 | 97 | 91 | 92 | 95 |
How to get your TikTok Shop data from SpecStream
Write the products you want in plain words, in place of the dataset you would order. Sign up and you get $10 of credit, no card. At 5¢ a row, that is up to 200 products.
Or send the request from code. This call spends nothing: the 402 reply shows how SpecStream read the request, the columns and the most it can cost.
curl -i https://api.specstream.ai/v1/agent/lists \
-H "Content-Type: application/json" \
-d '{"request": "TikTok Shop products in the US selling LED face masks under $100, with the shop name, the price, the sold count and the product URL", "count": 25}'Approve that maximum by card through Stripe's Link agent wallet, or in USDC, and you pay for the rows found. On an account, your agent uses the MCP server at https://api.specstream.ai/mcp and your team uses the workspace, from the same balance.
Frequently asked questions
Something we didn't answer? Talk to a human
How much does a TikTok Shop dataset cost?
What is in a TikTok Shop dataset?
Is there a free TikTok Shop dataset?
How often is a TikTok Shop dataset updated?
Can I get only new or changed TikTok Shop products?
Does SpecStream have an API and an MCP server?
https://api.specstream.ai/mcp, and the same request runs through the REST API, the Python and TypeScript SDKs and the workspace, from one balance.Sources
SpecStream wrote this page. Each rival figure comes from that company's own page.
- SpecStream pricingspecstream.ai/pricing, read Nov 12, 2026
- SpecStream for agentsspecstream.ai/agents.md, read Nov 12, 2026
- Bright Data TikTok Shop datasetbrightdata.com/products/datasets/tiktok/shop, read Nov 12, 2026
- Apify TikTok Shop Trending Productsapify.com/bovi/tiktok-shop-scraper, read Nov 12, 2026
- Apify TikTok Shop Scraper APIapify.com/pro100chok/tiktok-shop-scraper-usage, read Nov 12, 2026
- Actowiz TikTok Shop product and pricing datasetsactowizsolutions.com/datasets/details/tiktok-shop-product-pricing-datasets, read Nov 12, 2026