Original research into the structure, coverage and measurable characteristics of contact datasets. This research center covers email, phone, fax, multi-channel, B2B and B2C data.
Select a data category to explore its research roadmap and methodology.
Research into email data coverage, field completeness, geographic distribution, duplication, database timestamps and other measurable characteristics of email datasets.
Explore Email Research →Research into phone data coverage, country distribution, carrier information, geographic fields, duplication, database timestamps and other measurable characteristics of phone datasets.
Explore Phone Research →Research into business fax data coverage, geographic distribution, company fields, industry coverage and measurable data characteristics.
Explore Fax Research →Research examining datasets and packages that combine multiple contact channels, including email and phone data.
Explore Mixed Research →Research into business contact data, decision-maker attributes, job titles, industries, companies, technologies, geographic coverage and B2B data structure.
Explore B2B Research →Research into consumer-oriented contact datasets, geographic coverage, phone data, categories and other measurable B2C dataset characteristics.
Explore B2C Research →Read completed LastDatabase studies with documented methods, measured findings and stated limitations.
A deterministic 1,000-record study covering email syntax, DNS mail configuration, duplication and field completeness, with a predetermined 100-record subset validated by ZeroBounce.
Read B2B Email Quality Benchmark →Measured analysis of 49,786,975 consumer email records, including email-hash uniqueness, field completeness, source coverage and geographic distribution.
Read Consumer Email Data Profile →Analysis of the LastDatabase B2B email dataset, including inventory size, field availability and measurable database characteristics.
Read Email Data Profile →Research published by LastDatabase should use reproducible definitions and measurable database characteristics. Reports may examine inventory size, field completeness, duplication, geographic representation, available source fields and timestamps.
B2B and B2C are classifications rather than dedicated physical tables in the current research database. B2B/B2C totals will therefore not be presented as measured findings until a documented classification methodology has been established.
Read more about our methodology, data sources, data quality framework and editorial policy.
