Data from global data leaders, traceable to its source.
Every response carries its source, release, sample size and citation. Official and private figures are labeled and never merged, and thin samples are reported as gaps.
Would you stake your career on an LLM's answer?
GWIX provides the highest-quality data from global data leaders, in one integrated environment.
Live now: pay, hiring demand, companies, occupations and workforce statistics across 247 countries, for AI assistants, agents and analysts. Financial and economic sources join next.
In a survey of 30,000 developers, only 6.6% would trust AI with an important decision. 78.7% say knowing the source matters.
Source: Stack Overflow Developer Survey, October 2026Why GWIX
Trust, quality and access in one place.
Curated: cleaned, integrated, documented, contextualized.
Roles, companies, industries and places are matched across every dataset by one taxonomy, the Universal Taxonomy Bridge. In Anthropic's own analytics work, giving its AI curated, documented context lifted accuracy on business questions from 21% to over 95% with the same model: Anthropic's result, and the principle GWIX is built on.
Left alone, that accuracy fell to 65% within a month. GWIX keeps its sources, definitions and releases maintained.
Source: Anthropic, June 2026One trusted environment.
API, MCP, bulk feed and Ask GWIX under one contract and one credit system.
Use cases
What you can ask.
The most common obstacle to AI is data that won't combine. GWIX delivers it combined, in one taxonomy.Source: HBR Analytic Services with Cloudera, March 2026
What do people in this role actually earn vs what employers advertise?
Live
What does this job pay here, and how does that compare with official wage statistics?
Live
Is our advertised pay competitive with the local and industry market?
Live
Is this company hiring more or less, brand by brand?
Live
We have occupation codes in one standard; what are they in the GWIX architecture and other public taxonomies?
Live
Where are the skills employers want actually available?
Coming soon
How it fits together
Named sources in. Sourced answers out.
Each source is mapped into the Universal Taxonomy Bridge, then delivered through the door you use, with a provenance receipt on every answer.
ROI
Prove the return before you pay for it.
No risk up front
Test GWIX on your own questions with the free evaluation.
Answers you can check in seconds
Every answer carries its source and release. Teams spend about 13 hours a week checking AI answers.
Source: Sage with IDC, July 2026Built to stay accurate
Curated sources, maintained definitions and regular releases.
Customers and commercial partners
Used by and working with
Four ways in
Use GWIX the way you work.
API
Typed endpoints with coverage, provenance and a citation in every response.
MCP
Let your agent answer labor-market questions with sourced data.
Bulk feed
Licensed data delivered to your warehouse in regular releases.
Ask GWIX
A detailed, sourced answer to a pay or hiring question.
Start free
Try a free sample in Ask GWIX with no account, run real requests in the API Explorer, or start with $250 in credits (5,000 credits, valid 12 months, no card needed).