Data Hygiene and Validation

Record sets, cleaned and validated before you dial

Data Hygiene and Validation cleans and checks opt-in record sets before they reach your operation: deduplication, format validation, and consent-trail checks that flag records missing the source, timestamp, IP or consent language needed to defend the contact. The output is a record set your team can work with confidence.

Validated Raw Data Leads

Talk to Our Buyer Team Explore Buyer Solutions

Operating realities

What data hygiene and validation platforms are actually managing.

Written for heads of demand generation, digital marketing and call center operations at PE-backed platforms, national multi-location operators, multi-brand roll-ups and franchise systems.

Duplicate records waste capacity

The same consumer appearing twice burns dialer minutes and inflates counts. Deduplication removes repeats so your team works unique records.

Malformed records break routing

Bad phone formats and missing fields stall your dialer. Format validation flags and corrects records before they enter your workflow.

Consent gaps create exposure

Records missing the consent language or timestamp are a compliance risk. Consent-trail checks flag them so they never reach a dialer undefended.

Buyers inherit un-cleaned sets

Many suppliers deliver raw sets and leave cleaning to the buyer. Hygiene and validation handle it upstream so the set that arrives is ready to work.

Data Delivery

Delivery formats for cleaned sets

Cleaned and validated record sets are delivered in the shape your operation runs, from a batch file to a live feed.

Batch file delivery

A cleaned, deduplicated and validated set delivered as a scheduled batch file, ready to load into your dialer or CRM.

API delivery

Validated records posted to your endpoint as they pass hygiene checks, so your system receives only clean records.

Real-time stream

A continuous feed for buyers whose desks need validated records the moment they pass checks.

Consent-trail checks on every record

Each record is checked for the source, timestamp, IP and consent language it needs to defend the contact, with gaps flagged before delivery.

See how Data Delivery works

Data Provenance

What validation covers

Hygiene and validation checks each record for the integrity and consent detail buyers need before they commit capacity.

See data provenance programs

Record fields

Deduplication against the supplied set
Phone and field format validation
Consent-trail completeness check
Source, timestamp and IP presence
Consent language attached and legible
Flagged-record report for review

Illustrative fields only. Validated Raw Data Leads does not display real consumer information on the public website.

Standards, coverage and reporting

Rigor that holds up under enterprise diligence.

Validation standards

Available inquiry information is evaluated against source, service category, geography and applicable campaign criteria before routing. Validation supports relevance evaluation and does not guarantee outcomes.

Footprint coverage

Programs can be configured across United States markets, with coverage expanded, paused or paced as your footprint and capacity change.

Roll-up reporting

Campaign-level information can be reviewed per market and brand, and consolidated across a multi-brand portfolio for centralized review.

Compliance posture: records are built around opt-in consent and documented source attribution, with privacy-compliance expectations set per campaign. Buyers remain responsible for their own contact practices and applicable legal obligations. Validated Raw Data Leads does not provide legal advice, and Loyalty LTD sells personal information as defined by the CCPA.

Buyer Solutions Data Delivery Data Provenance Quality and Validation

FAQ

Answers, validated.

What does data hygiene and validation cover?+

Deduplication, phone and field format validation, and consent-trail checks that confirm each record carries the source, timestamp, IP and consent language needed to defend the contact.

Does validation change the consent record?+

No. Validation checks that the consent trail is present and complete; it does not alter the consent language shown to the consumer or the timestamp recorded at capture.

Is this credit bureau or pre-screened data?+

No. Hygiene and validation operate on opt-in consumer records. They do not introduce credit bureau data, FCRA-covered consumer reports, or pre-screened lists.

How are cleaned sets delivered?+

As scheduled batch files, API posts to your endpoint, or a real-time stream. Delivery format is set with our buyer team to match your operation.

What happens to records that fail checks?+

Records missing the consent language, timestamp, source or IP are flagged in a report for your review rather than passed through undefended.

Does Loyalty LTD sell personal information under CCPA?+

Yes. Loyalty LTD sells personal information as defined by the CCPA. You can opt out at our Do Not Sell page.

Can validation run on our existing sets?+

Hygiene and validation can be configured with our buyer team to run on record sets you supply, with the same checks applied before they reach your operation.

How is pricing set?+

Commercial terms are set per campaign with our buyer team, reflecting set size, check scope, delivery format and volume.

Ready when you are

Build your next data program.

Validated Raw Data Leads supplies raw and enriched opt-in data records for national multi-location operators, PE-backed platforms, multi-brand roll-ups, networks and data teams across the United States.

Talk to Our Buyer Team Explore Record Formats

Your next record. Validated.