AI Datasets
Human-verified accuracy. Built for AI.
AI models are only as good as the data they are trained and tested on. Market Location’s human-verified UK B2B data gives AI companies and data science teams a structured, accurate and commercially grounded foundation – built over 50 years, confirmed by real people.
Why AI teams choose Market Location data
This page is for AI companies, data science teams and machine learning practitioners that need high-quality, structured UK business data – for model training, testing, enrichment pipelines or ground-truth validation. Most publicly available business data is noisy, incomplete or scraped from unreliable sources. Market Location’s Verified Business Universe is different: every record is telephone-verified by a real person, non-trading entities are filtered out, and the dataset is continuously maintained through over 2 million annual verification calls. The result is structured, accurate, real-world B2B data that reflects how UK businesses look – not how they were registered years ago.
Why Human-Verified Data Matters for AI
Ground truth validation
AI models require reliable ground truth to train against. Market Location’s telephone-verified records provide a confirmed, human-checked view of UK business reality – making them suitable as reference data for entity resolution, address matching and business classification models.
Structured, field-rich records
Each record includes up to 130 verified fields: company name, trading address, SIC code, employee size, turnover range, decision-maker contacts, site type and more. Structured data at this depth and accuracy is rare in the open data ecosystem.
Continuously maintained – not a static dump
Unlike one-off data exports, Market Location’s data is a live intelligence network with 12,000 verification calls made daily. For AI teams that need fresh, current data for ongoing model refinement, this matters.
Use Cases
NLP and entity resolution training
Train and test natural language processing models against a verified UK business corpus – with consistent naming conventions, address formats and sector classifications confirmed by human verification.
Business classification and scoring models
Use Market Location’s sector codes, employee sizes and financial attributes as labelled training data for propensity, scoring or segmentation models.
Data enrichment pipelines
Enrich internal AI pipelines with verified UK business attributes – append sector, size, contact and trading status to records that currently lack structured B2B context.
AI Datasets
Powered by Verified Data
Every attribute in Market Location’s AI-ready datasets is grounded in the same Verified Business Universe that powers our commercial data products.
Non-trading entities, dissolved companies, dormant shells and holding companies are filtered out. What remains is a clean, accurate, commercially relevant view of the real UK market – verified by people, not scraped by bots.
The accuracy your models need and structure your pipelines expect.
Frequently asked questions
- In what format is the data supplied?
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Data is supplied in structured formats (CSV, Excel or API) with consistent field naming and coding. Custom formatting is available on request.
- Can we access the full dataset or only extracts?
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We work with AI and data science teams on a bespoke basis depending on volume, use case and licensing requirements. Contact us to discuss.
- Is the data licensed for AI training use?
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Licensing terms for AI and machine learning use are agreed on a case-by-case basis. We are open to working with AI companies on appropriate licensing structures. Speak to our team.