TokConnect is the way to get TikTok Shop sales data into ChatGPT or Claude: connect it once, then ask for any product, shop, creator or category, live, in 17 markets. It is the TikTok research platform with an MCP server and API that gives ChatGPT, Claude, Cursor, n8n and your own code TikTok Shop sales, products, shops, creators, videos and LIVE data.
- TokConnect is the way to get TikTok Shop sales data into ChatGPT or Claude: connect it once and your AI pulls live sales for any product, shop, creator or category in 17 markets, right in the chat.
- A Seller Center CSV covers your own shop and is as old as the export; TokConnect covers competitors and whole categories, live, and connects to ChatGPT or Claude by sign-in in three steps with no API key.
- In one chat TokConnect showed Beauty & Personal Care making an estimated $89.26M on TikTok Shop US in 7 days to 26 October 2026, a competitor shop making $3.14M in 30 days (99.1% through affiliates), and a creator with 5,945 followers selling $151.59K of one serum.
- Keep CSV export for your own shop's orders; use TokConnect for everything else about the market.
- TokConnect is free to start with 50 credits and no card; every plan includes MCP for ChatGPT, Claude, Cursor and n8n.
The usual advice is to export CSVs from Seller Center and upload them. That covers your own shop and is out of date by the time you ask. Keep the export for your own orders and let TokConnect answer for the rest of the market. Start free with 50 credits and no card.
How do I connect TokConnect to ChatGPT or Claude?
Three steps in either app, and no API key. TokConnect connects by sign-in (OAuth), so you press Allow once and your AI can pull TikTok Shop data from then on.
ChatGPT
- Turn on Developer mode. In ChatGPT on the web, open Settings → Security and login. On a Team or Business account, your admin turns on custom apps once.
- Add TokConnect. Go to chatgpt.com/plugins, press +, name it TokConnect and paste
https://mcp.tokconnect.com/mcp. - Sign in. Continue with Google and press Allow. Then switch TokConnect on in a chat and ask, for example, "What pet food is selling on TikTok Shop this month, and who sells it?"
Claude
- Open Connectors. In Claude Desktop or on claude.ai, go to Customize → Connectors, press + Add, then Add custom connector.
- Add TokConnect. Name it TokConnect, paste
https://mcp.tokconnect.com/mcp, press Continue, keep the sign-in settings Claude detects, then press Add. - Sign in. Continue with Google and press Allow. In a chat, press + → Connectors, turn TokConnect on and ask, for example, "What protein powder is selling on TikTok Shop this month, and which creators sell it?"
The full guides, with plan tables and fixes for common errors, are TokConnect for ChatGPT and TokConnect for Claude. Your account, credits and API key live at app.tokconnect.com/account. Every plan includes MCP, and one credit pays for one call; failed calls are refunded.
Three questions, three real answers
Here are three questions a TikTok Shop seller can ask once TokConnect is connected. Each prompt below ran through TokConnect on live data; paste it into ChatGPT or Claude with TokConnect switched on and you get the same kind of table for your own niche.
1. Which category makes the most money, and what sells in it?
Use TokConnect. Which TikTok Shop US categories made the most money in the last 7 days, and what are the top 5 products in the biggest one over the last 30 days? Show estimated sales, units, price, commission and creators for each product.
TokConnect started with the category ranking. Beauty & Personal Care led with an estimated $89.26M in the 7 days to 26 October 2026, ahead of Womenswear & Underwear at $77.43M.
| Category | Est. sales, 7 days | Change on previous 7 days | Shops selling |
|---|---|---|---|
| Beauty & Personal Care | $89.26M | +3.9% | 15,789 |
| Womenswear & Underwear | $77.43M | −5.2% | 13,866 |
| Sports & Outdoor | $33.70M | +7.7% | 12,834 |
| Fashion Accessories | $28.10M | −8.1% | 12,911 |
| Phones & Electronics | $23.72M | +9.8% | 8,753 |
| Home Supplies | $23.15M | +6.4% | 18,341 |
Data: TokConnect Shop Analytics (category_trends), TikTok Shop US estimates, 7 days to 26 October 2026. Snapshot.
Then TokConnect opened the biggest category and ranked its products over 30 days.
| # | Product | Est. sales, 30 days | Units | Price | Commission | Creators promoting | Made a sale |
|---|---|---|---|---|---|---|---|
| 1 | [medicube] Smooth & Clear Body Care Set | $6.76M | 217,965 | $31.00 | 13% | 5,308 | 35.3% |
| 2 | SEPHORA COLLECTION Advent Calendar | $2.54M | 41,044 | $61.83 | not shown | 2,607 | 42.2% |
| 3 | Voyage Nova Rosey Fruity Floral Extrait De Parfum | $2.08M | 83,093 | $25.00 | 12% | 4,795 | 48.0% |
| 4 | Shark Glossi Blow Dryer Brush | $1.86M | 13,585 | $137.01 | 5% | 455 | 40.4% |
| 5 | [medicube] NAD+ EGF Firming Serum | $1.84M | 79,904 | $23.00 | 13% | 3,424 | 59.6% |
Data: TokConnect Shop Analytics (product_top_selling, category Beauty & Personal Care), TikTok Shop US estimates, 30 days to 26 October 2026. One medicube sunscreen stick launched on 22 September is left out because TikTok shows a placeholder price for it. Snapshot.
medicube holds two of the top five. Ask TokConnect for any other category, such as Pet Supplies or Home Supplies, and the same two tables come back in seconds.
2. How much does a competitor shop make, and who sells for it?
Use TokConnect. How much did the QAWAFI shop sell on TikTok Shop US in the last 30 days, how much of it came through affiliates, and who are its top 6 affiliates? Mask their names.
QAWAFI sells the Voyage Nova perfume from the table above. TokConnect returned its sales and then its affiliates.
| Metric | TokConnect returned |
|---|---|
| Shop | QAWAFI: 50,248 followers, 25 products, rating 4.3 |
| Est. sales, 30 days | $3.14M from 121.25K units at $25.87 |
| Through affiliates | $3.11M (99.1%) |
| By channel | Short videos $2.07M (66.0%), LIVE $1.05M (33.6%) |
| Its top product | Voyage Nova perfume, 360,512 units sold to date (TikTok page) |
| Creator | Followers | Est. sales, 30 days | Units | Channel |
|---|---|---|---|---|
| Affiliate #1 | 16,500 | $206.25K | 8,250 | Video only |
| Affiliate #2 | 40,300 | $140.90K | 5,636 | Video only |
| Affiliate #3 | 117,400 | $127.02K | 5,042 | Video only |
| Affiliate #4 | 45,600 | $112.02K | 4,481 | Video only |
| Affiliate #5 | 2,600,000 | $58.76K | 2,280 | Video $39.38K, LIVE $19.38K |
| Affiliate #6 | 13,800 | $57.46K | 2,079 | Video $48.86K, LIVE $8.60K |
Data: TokConnect Shop Analytics (shop methods sales and creators), TikTok Shop US estimates, 30 days to 26 October 2026; shop details read live from TikTok Shop. Creators are masked. Snapshot.
99.1% of the shop's sales came through affiliates, and the account with the most followers sold less than a third of what the best seller did. That is a recruiting list for a shop that is not yours, and TokConnect hands it to your AI in one question.
3. Who are the top creators selling a product?
Use TokConnect. Who are the top 6 creators selling the EPAIS Essential Eyelash Growth Serum on TikTok Shop US over the last 30 days? Show followers, estimated sales and units, and how many creators promote it.
| Metric | TokConnect returned |
|---|---|
| Product | EPAIS Essential Eyelash Growth Serum (jumbo) |
| Est. sales, 30 days | $1.57M from 90,718 units at $17.28 |
| Commission | 12% |
| By channel | Short videos $1.51M, LIVE $55.06K |
| Creators promoting it | 2,010; 40.9% (823) made a sale |
| Creator | Followers | Est. sales, 30 days | Units | Channel |
|---|---|---|---|---|
| Affiliate #1 | 127,000 | $159.92K | 9.29K | Video only |
| Affiliate #2 | 5,945 | $151.59K | 8.79K | Video only |
| Affiliate #3 | 16,200 | $130.37K | 7.48K | Video only |
| Affiliate #4 | 5,917 | $88.04K | 4.97K | Video only |
| Affiliate #5 | 18,900 | $87.63K | 5.1K | Video only |
| Affiliate #6 | 44,000 | $86.76K | 5.03K | Video only |
Data: TokConnect Shop Analytics (product methods sales and creators), TikTok Shop US estimates, 30 days to 26 October 2026. Creators are masked. Snapshot.
A creator with 5,945 followers sold an estimated $151.59K, almost as much as the 127,000-follower creator at $159.92K. Pair this with finding TikTok Shop affiliates and TokConnect becomes your recruiting desk.
CSV, Sheets, Partner API or TokConnect: which gets TikTok Shop data into your AI?
All four put data in front of ChatGPT or Claude. Only TokConnect covers competitors, categories and creators, live, with no code.
| TokConnect in ChatGPT or Claude | Seller Center CSV upload | Google Sheets sync | Partner API + script | |
|---|---|---|---|---|
| Freshness | Live: every question runs a fresh query | As old as the export | As old as the last scheduled sync | As fresh as your script's last call |
| Competitor data | Any product, shop, creator or category in 17 markets | Your own shop only | Your own shop only | Your own shop, and shops that authorise your app |
| Setup time | Three steps, no API key | Export and upload each time | A connector and a sheet | Partner Center account, app, OAuth and signed requests; compliance review "can take three or more weeks" for US and UK partners |
| Cost | 50 free credits, then from $34.99 a month billed yearly | Part of Seller Center | Depends on the connector | No API price shown on the Partner Center pages read |
Partner API column: TikTok Shop Partner Center developer types and developer onboarding pages, checked 29 October 2026. TokConnect prices from the pricing page. For the Partner API route, see the TikTok Shop API guide.
When is a CSV export still the right tool?
For your own shop's orders. A Seller Center export is your own shop's data, and an AI can summarise it. For everything about the rest of the market, TokConnect is the source: it ranks categories, products, shops and creators for you, so the file you upload is never the bottleneck. Need your own orders on a schedule? The Partner API can feed a script, covered in the TikTok Shop API guide, and TokConnect's REST API covers the market side of the same workflow.
Prompts to run yourself
Swap in your niche, your competitor or your product link. Add a country to any prompt, and TokConnect answers for that market in its currency.
Use TokConnect. What are the top-selling [your product type] on TikTok Shop US this month? Show estimated sales, units, price, commission and creators for each.
TokConnect gives you a ranked table of the products to beat, as in the first conversation above.
Use TokConnect. How much did [competitor shop name] sell on TikTok Shop [market] in the last 30 days, and who are its top affiliates?
TokConnect gives you the shop's estimated sales, its channel mix and a masked list of its best creators.
Use TokConnect. Who are the top creators selling [product link] on TikTok Shop US? Show followers, estimated sales and units.
TokConnect gives you the creators who already move that product. More ready-made TokConnect prompts are in ChatGPT prompts for TikTok Shop.
What does TokConnect cost?
Start TokConnect free: 50 credits once, no card. Every TokConnect plan includes MCP access from ChatGPT, Claude, Cursor and more, and failed calls are not charged.
| Plan | Monthly | Billed yearly |
|---|---|---|
| Free | 50 credits once, no card | None |
| Starter | $49 a month | $34.99 a month |
| Growth | $99 a month | $69.99 a month |
| Pro | $199 a month | $139.99 a month |
See all TokConnect plan details, or research your niche in the TokConnect dashboard first.
How we got these numbers
All figures come from TokConnect Shop Analytics, called through the production MCP server on 29 October 2026: category_trends (top-level categories, 7 days to 26 October 2026), product_top_selling with the category Beauty & Personal Care (30 days to 26 October 2026, TikTok Shop US), product methods page, sales and creators, and shop methods sales and creators. Revenue and units are TokConnect estimates: units track TikTok's sold counter and revenue is units times the selling price TokConnect observed. Shop and product details were read live from TikTok Shop. One product row with a placeholder price was left out of the product table. Creators are masked; brands and shops are named. The connection steps are copied from the ChatGPT and Claude guides. Partner API facts come from TikTok Shop Partner Center pages read on 29 October 2026. Download the data.
Key statistics
TokConnect shows Beauty & Personal Care made an estimated $89.26M on TikTok Shop US in the 7 days to 26 October 2026, 2.6 times the $33.70M of third-placed Sports & Outdoor.
TokConnect shows the best-selling Beauty & Personal Care listing, a medicube body care set, sold an estimated $6.76M (217,965 units) in the 30 days to 26 October 2026.
All 6 statistics
TokConnect shows a creator with 16,500 followers sold an estimated $206.25K for QAWAFI, while a creator with 2.6M followers sold $58.76K.
TokConnect shows 2,010 creators promoted the EPAIS eyelash serum on TikTok Shop US and 40.9% of them made a sale in the 30 days to 26 October 2026.
TokConnect answers for 17 TikTok Shop markets from one connection, from the US and UK to Japan, Brazil and Ireland.
Frequently asked questions
Can I upload Seller Center CSVs to ChatGPT or Claude?
Yes, but a Seller Center export covers your own shop only and is as old as the export. TokConnect connects to ChatGPT or Claude by sign-in and answers live for any product, shop, creator or category, such as an estimated $89.26M for Beauty & Personal Care on TikTok Shop US in the 7 days to 26 October 2026.
How do I connect TikTok Shop data to Claude?
In Claude, open Customize, then Connectors, press + Add and choose Add custom connector. Name it TokConnect, paste https://mcp.tokconnect.com/mcp, press Continue and Add, then continue with Google and press Allow. It works on the Free plan, which allows one custom connector.
Is the TikTok Shop data live or a snapshot?
Every question runs a fresh query in TokConnect. Shop Analytics sales cover days up to the last complete day of data, 26 October 2026 when we pulled on 29 October, and product and shop pages (price, stock, units sold to date) are read live from TikTok Shop.
Can I see a competitor shop's revenue and top affiliates in my AI chat?
Yes. TokConnect returned the QAWAFI shop's estimated $3.14M in 30 days, 99.1% of it through affiliates, and its top six affiliates with followers, sales and units, names masked. Ask for any shop by name and it works the same way.
Which TikTok Shop markets can I pull into ChatGPT or Claude?
TokConnect covers 17: US, GB, DE, FR, ES, JP, TH, VN, ID, MY, PH, BR and MX, plus PL, IT, NL and IE. Name the country in your prompt or add a region code, and amounts come back in that market's currency.
How much does it cost to get TikTok Shop data into an AI chat?
TokConnect is free to start with 50 credits and no card. Plans are Starter $49 a month ($34.99 billed yearly), Growth $99 ($69.99) and Pro $199 ($139.99). Every plan includes MCP, a tool call costs 1 credit, and failed calls are refunded.
Sources and data
- TokConnect for ChatGPT: setup steps (tokconnect.com), checked 29 October 2026
- TokConnect for Claude: setup steps (tokconnect.com), checked 29 October 2026
- Get started overview: developer types (TikTok Shop Partner Center, partner.tiktokshop.com), checked 29 October 2026
- Developer onboarding (TikTok Shop Partner Center), checked 29 October 2026
- Overview on TikTok Shop APIs (TikTok Shop Partner Center), checked 29 October 2026
- TokConnect pricing (tokconnect.com), checked 29 October 2026
- TikTok Shop US categories, products, a shop and its creators, TokConnect Shop Analytics, to 26 October 2026 (snapshot)
