Model Context Protocol

Bring WhatWins data
into your AI workflow

Connect Claude, Cursor or another compatible MCP client to the same verified ads, organic posts, traffic, products and shop tools used by WhatWins AI, with organization-scoped keys, bounded results and shared data credits.

WhatWins MCP
Claude
ClaudeClaude Desktop connected
$ claude mcp add whatwins https://whatwins.io/api/mcp
✓ Authenticated · organization scoped
→ tools/list
✓ 8 WhatWins tools available
 
> Compare Gymshark traffic and markets over 6 months
→ compare_shop_traffic
✓ 6 monthly records · 5 market rows
Gymshark

Gymshark

gymshark.com

13.7M

Traffic

-20%

Top market

🇺🇸 33%

Coverage

Verified

whatwins

A secure market-intelligence layer for AI clients

Eight verified tools behind one endpoint

Search ads, rank organic posts, compare traffic and live-ad history, inspect products, discover shops and products, or retrieve a complete shop overview through structured MCP tools.

  • Ads, organic, traffic and live-ad history
  • Product and shop discovery
  • Store positioning, markets and catalog context
WhatWins MCPConnected

https://whatwins.io/api/mcp

search_adsMeta & Google
compare_shop_trafficHistorical
get_top_organic_postsIG · TikTok · YouTube
discover_productsIndexed catalog

One organization-scoped key for Claude, Cursor and compatible MCP clients. Bounded, rate-limited, verified results.

The same evidence used by WhatWins AI

MCP results use the same bounded data layer as the in-app assistant. Missing coverage stays missing, returned records preserve their source context, and every tool has a concrete input schema.

  • Concrete JSON schemas
  • Verified, bounded result sets
  • No silent missing-data-to-zero conversion
WhatWins AI
Live data
Show me the last 6 months of traffic for @gymshark and explain their strongest market.
Traffic analysis ready

Gymshark recorded 13.7M monthly visits in the latest period. The US is its strongest market at 33%, followed by the UK and Canada. Traffic is down 20% over 30 days, after an April peak of 17.1M.

WhatWins data

Monthly visits · 6 months

Last 6 months
GymsharkGymshark13.7M-20%
Verified sourcesTraffic history · 6 records Market mix · 5 countries
Now show me their best organic videos, ranked by views.
Organic results ready

Their strongest posts combine recognizable collaborations with product-first storytelling. The top three generated 9.1M views and 335K likes in total.

Top organic videos

3 verified posts · ranked by views

Instagram

Gymshark x Bratz brought serious attitude to the gym.

3.7M 188K

Built to make history. The premium lifter collection.

3.0M 103K

Serving looks between sets.

2.4M 44K
What to test next

Open with a recognizable collaboration, reveal the product in the first two seconds, then switch to authentic training footage. This pattern appears in two of the three top posts.

Collab revealProduct in 2sTraining payoff
Verified sources Organic posts · 3 records
Ask WhatWins AI...

Scoped to one organization per key

Keys are shown once, stored as SHA-256 hashes and scoped to one WhatWins organization. Tracked-store access is checked server-side, while global discovery stays limited to indexed WhatWins data.

  • Organization-scoped API keys
  • Server-side authorization
  • Per-key and per-organization rate limits

@gymshark

Fitness apparel · Instagram · TikTok

8.5M
14Mvisits / mo-20%

Monthly visits · last 3 years

8.5M

followers

40K

reviews

3.2

rating

Best sellers

$22

$28

$32

$38

Frequently asked questions

Connect your AI to verified market data

Use WhatWins from the interface you already work in, without exporting competitor research by hand.