If you mean the Longitudinal Business Database (LBD), businesses and researchers can use it to study how companies form, grow, shrink, and exit over time. The U.S. Census Bureau describes the LBD as useful for analyzing business formation and growth, competition, labor-market dynamics, business cycles, and sources of economic growth 6Longitudinal Business Database (LBD) - Census BureauSep 13, 2024 · The LBD provides insights about business formation and growth, competition, labor market dynamics, business cycles, and sources of ...census.

Practical business-research uses

• Market and industry analysis: Track entry and exit rates, employment growth, firm survival, and industry expansion or decline.
• Competitive benchmarking: Compare growth patterns across industries, regions, firm sizes, or company age groups.
• Location strategy: Examine where businesses are being created, where employment is expanding, and which regions show stronger business activity.
• Startup and survival research: Study whether newer businesses grow faster, how long firms survive, and which sectors have the highest failure or expansion rates.
• Workforce planning: Analyze changes in business employment, job creation, and labor-market dynamics.
• Economic forecasting: Identify business-cycle patterns and assess how recessions or policy changes affect firms.
• Strategy and investment research: Use historical firm-demographic trends to support decisions about market entry, expansion, acquisitions, or regional investment.

Suggested workflow

1. Define the question—for example, “Which regions have the fastest growth in manufacturing firms?”
2. Choose measures such as firm births, deaths, employment, revenue-related indicators where available, age, size, industry, and geography.
3. Create a time series to distinguish temporary changes from long-term trends.
4. Compare peer groups by industry, location, firm age, or size.
5. Combine it with other sources—such as company filings, industry reports, consumer data, and local economic statistics—to explain why the observed patterns occurred. Business databases generally provide company leadership, industry profiles, financial reports, market information, and consumer or survey data, but no single database covers every research need 1Using Business Databases - Research Guides - Iona University8 days ago · To use databases ... These databases are well-suited to help you find information about specific companies in order to do company research.iona.
6. Check access and confidentiality limits. The LBD is Census restricted-use data, so access, approved research purposes, and disclosure protections apply 6Longitudinal Business Database (LBD) - Census BureauSep 13, 2024 · The LBD provides insights about business formation and growth, competition, labor market dynamics, business cycles, and sources of ...census.

The LBD is best for large-scale longitudinal patterns, not for obtaining a simple directory of current companies or detailed information about one private business. For company-specific due diligence, researchers typically supplement it with annual reports, company profiles, financial databases, industry reports, and news sources 1Using Business Databases - Research Guides - Iona University8 days ago · To use databases ... These databases are well-suited to help you find information about specific companies in order to do company research.iona2Business Research: Which Business Database Should I Use?Jul 30, 2026 · S&P Global Net Advantage, Gale Business Insights and Mergent Market Atlas provide a variety of company information in an easy to use format.Missing: businesses | Show results with: businesseslibguides.

If you mean the Longitudinal Business Database (LBD), it is not a direct sales-lead database. The LBD is confidential Census research data, accessible only to qualified researchers working on approved projects in secure Federal Statistical Research Data Centers 9Longitudinal Business Database (LBD) - Census.govThe Longitudinal Business Database (LBD) restricted-use microdata is accessible only to qualified researchers for approved projects in secure Federal Statistical Research Data Centers. By itself or linked to other Census products, the LBD provides important new insights about business formation and growth, the nature of competition, labor market dynamics, the nature of business cycles, the ...census. It contains establishment-level information such as industry, size, location, ownership, and business births and deaths—not ordinary sales contacts such as names, emails, or phone numbers 12SAP Metadata Portal - sap.nsf.govThe Longitudinal Business Database (LBD) is a research dataset constructed at the Census Bureau using a variety of survey and administrative data sources. Currently, the LBD contains the universe of all U.S. business establishments with paid employees beginning in 1976.nsf.

Businesses can still use its outputs to improve sales-list preparation:

1. Define the ideal customer profile
   Use industry, geography, establishment size, firm age, ownership, and employment characteristics to identify the types of businesses most likely to be suitable prospects.

2. Identify high-potential segments
   Analyze business openings, employment growth, firm survival, and industry expansion to locate growing sectors and regions. The related Business Dynamics Statistics provide measures of establishment openings and closings, firm startups and shutdowns, and job creation and destruction 9Longitudinal Business Database (LBD) - Census.govThe Longitudinal Business Database (LBD) restricted-use microdata is accessible only to qualified researchers for approved projects in secure Federal Statistical Research Data Centers. By itself or linked to other Census products, the LBD provides important new insights about business formation and growth, the nature of competition, labor market dynamics, the nature of business cycles, the ...census.

3. Prioritize new-business prospects
   Newly established firms may need accounting, insurance, equipment, software, staffing, marketing, and other services. Use LBD/BDS trends to identify areas with substantial business formation.

4. Build territory lists
   Use geographic and industry patterns to decide which cities, counties, or regions sales representatives should cover.

5. Score and rank accounts
   Give higher priority to businesses in growing industries, expanding regions, or size bands that match your product’s typical customers.

6. Enrich the list elsewhere
   Obtain company names, websites, decision-makers, verified email addresses, and telephone numbers from a lawful commercial B2B database, public business registries, company websites, or CRM records. B2B lead platforms commonly support filters such as industry, location, headcount, and technology use, followed by contact discovery 5Hunter Discover: Generate B2B leads at scale • HunterAlternatively, you can look up ... search. Our database will identify companies matching your criteria and help you find their contact information so you can turn them from sales leads to paying customers....hunter.

7. Clean and validate the final list
   Remove closed businesses, deduplicate parent companies and locations, verify contact information, record the data source and date, and comply with applicable privacy, email-marketing, telemarketing, and do-not-contact rules.

Best approach: use LBD/BDS data for market segmentation, territory planning, and prospect prioritization, then use a permitted contact-data source to create the actual sales list. Public BDS tables may be more practical than the restricted LBD because they provide aggregated measures derived from the LBD 16About this Program - Census.govThe BDS is created from the Longitudinal Business Database (LBD), a confidential database available to qualified researchers through secure Federal Statistical Research Data Centers. The use of the LBD as its source data permits tracking establishments and firms over time. BDS data tables show key economic data:census.

If you mean the Longitudinal Business Database (LBD), businesses can use it to plan where, when, and whom to target, but not as a direct contact list. The LBD tracks U.S. employer establishments and firms over time, including industry, geography, firm age, size, openings, closings, employment, and growth patterns 1Longitudinal Business Database (LBD) - Census BureauSep 13, 2024 · The LBD provides insights about business formation and growth, competition, labor market dynamics, business cycles, and sources of ...Missing: outreach planning cases segmentation trendscensus. Access to the underlying microdata is restricted to approved researchers in secure Federal Statistical Research Data Centers 1Longitudinal Business Database (LBD) - Census BureauSep 13, 2024 · The LBD provides insights about business formation and growth, competition, labor market dynamics, business cycles, and sources of ...Missing: outreach planning cases segmentation trendscensus.

Ways to use it for targeted outreach

• Define priority segments: Identify industries, regions, firm-size bands, or business-age groups that resemble your best customers.
• Find growth markets: Focus outreach on industries or locations with rising employment, business formation, or establishment growth.
• Target new businesses: Business births and young firms can be useful targets for services such as accounting, HR, insurance, software, financing, equipment, and marketing.
• Prioritize expanding accounts: Use employment-growth patterns as a proxy for expansion and potential demand.
• Plan territories: Compare business density, industry concentration, and growth across cities, counties, or states to allocate sales resources.
• Time campaigns: Use annual trends to determine when sectors typically expand, contract, open, or close.
• Create an outreach score: Rank markets using criteria such as industry fit, firm age, size, recent growth, location, and survival rate.
• Develop tailored messaging: Adapt the offer to the segment—for example, startup support for young firms or efficiency and expansion solutions for growing firms.

Practical process

1. Define your ideal customer profile.
2. Select LBD/BDS measures that represent fit and growth.
3. Identify high-potential industries and geographies.
4. Compare recent trends with historical averages.
5. Convert the findings into territory, segment, and campaign priorities.
6. Obtain actual company names and decision-maker details from a lawful commercial database, public registry, CRM, or company website.
7. Validate contacts, suppress existing customers and opt-outs, and follow applicable email, privacy, and telemarketing rules.

For most businesses, the Business Dynamics Statistics (BDS)—aggregated tables derived from the LBD—are more practical than the restricted LBD itself. BDS reports establishment openings and closings, firm startups and shutdowns, job creation and destruction, and results by firm age and size 1Longitudinal Business Database (LBD) - Census BureauSep 13, 2024 · The LBD provides insights about business formation and growth, competition, labor market dynamics, business cycles, and sources of ...Missing: outreach planning cases segmentation trendscensus.

Example: A regional payroll provider could use BDS trends to identify counties with high startup activity and growing employment, focus sales coverage there, purchase a compliant list of newly established employers, and create separate messages for startups versus mature expanding firms.

Yes. LastDatabase.com can help businesses focus on high-priority accounts by narrowing a broad market into specific company and contact segments rather than working from an undifferentiated database. Its platform supports targeting by country, industry, job title, technology, category, and communication channel 1B2B Email Lists, Phone Data & Business Leads | LastDatabaseBusiness & Consumer Data Platform B2B Email Lists, Phone Data and Targeted Business Leads LastDatabase helps sales, marketing, research, and data teams find relevant business and consumer audiences. Explore contacts by country, industry, job title, technology, category, and communication channel instead of starting with an undifferentiated database.lastdatabase.

How to use it

• Define your ideal account profile: Select the industries, locations, company categories, technologies, and job functions that match your best customers.
• Prioritize decision-makers: Filter for relevant job titles or executive contacts so outreach reaches people likely to influence purchasing decisions 4Best B2B Data Provider Features | LastDatabaseHigh-quality B2B data helps sales teams, marketers, agencies, recruiters, and business development teams reach the right decision-makers faster. How LastDatabase Helps LastDatabase provides business email lists, phone databases, executive contacts, company data, industry filters, country targeting, and API access for modern lead generation ...lastdatabase.
• Segment accounts by channel: Separate accounts with business email addresses, phone numbers, or other available contact types to match your outreach strategy 1B2B Email Lists, Phone Data & Business Leads | LastDatabaseBusiness & Consumer Data Platform B2B Email Lists, Phone Data and Targeted Business Leads LastDatabase helps sales, marketing, research, and data teams find relevant business and consumer audiences. Explore contacts by country, industry, job title, technology, category, and communication channel instead of starting with an undifferentiated database.lastdatabase.
• Create account tiers: Combine company-fit criteria with your own CRM information—such as revenue potential, past engagement, territory, or product need—to classify accounts as Tier 1, 2, or 3.
• Test before buying broadly: LastDatabase documents database samples and search tools, which can help evaluate whether a segment fits your requirements before purchasing a larger dataset 2LastDatabase Documentation | LastDatabaseGuides for finding databases, samples, purchasing, downloads, API access, accounts and affiliates.lastdatabase.
• Integrate with workflows: API access can support recurring searches, enrichment, and syncing selected records with internal sales or marketing systems 9API Documentation | LastDatabaseTechnical overview of supported LastDatabase API access, authentication, search and usage limits.lastdatabase.
• Refresh and verify: Review the provider’s data-refresh and verification information, then validate records independently before launching campaigns 13Data Refresh and Verification Guide | LastDatabaseLearn about data refresh and verification guide with LastDatabase, a global B2B data intelligence platform for leads, sales, marketing, and API access.lastdatabase.

Important limitation

LastDatabase can help with account discovery and segmentation, but it does not automatically determine which accounts have the highest buying intent. Businesses should combine its data with CRM activity, website engagement, firmographic fit, deal history, and sales research. Also check consent, privacy, email-marketing, and telemarketing requirements before contacting prospects.

Yes. LastDatabase.com can help businesses organize potential customers, mainly by supplying structured prospect data that can be segmented and enriched in a CRM or sales workflow.

Businesses can use available fields such as company, country, city, industry, job title, technology, employee size, and revenue to group prospects into useful categories 1Consumer Email & Phone Leads Database - LastDatabaseAccess verified Consumer email leads, phone leads, business contacts, and marketing intelligence data. Available Consumer Databases. Vietnam Email List.Missing: management capabilitieslastdatabase. For example:

• Industry or location: Create regional or sector-specific prospect lists.
• Role: Separate decision-makers, executives, managers, and specialists.
• Company size or revenue: Prioritize prospects that fit your ideal-customer profile.
• Technology: Identify businesses using tools your product integrates with or replaces.
• Contact channel: Organize records by available email or phone information.
• CRM enrichment: Match and review records against existing CRM data using your own data-quality rules 1Consumer Email & Phone Leads Database - LastDatabaseAccess verified Consumer email leads, phone leads, business contacts, and marketing intelligence data. Available Consumer Databases. Vietnam Email List.Missing: management capabilitieslastdatabase.
• API workflows: Use the LastDatabase API to support recurring searches or connect prospect data to internal systems 5How to Use LastDatabase APIJun 19, 2026 · How to Use LastDatabase API can help businesses improve lead generation, increase outreach efficiency, and build stronger sales pipelines when ...Missing: organize capabilitieslastdatabase.

However, LastDatabase appears to function primarily as a prospecting-data source, not a complete lead-management CRM. It may help you find and categorize potential customers, but you would typically use a CRM to assign owners, track conversations, score leads, schedule follow-ups, and move prospects through a sales pipeline.

Businesses should also verify records, remove duplicates, maintain suppression lists, and comply with applicable privacy and marketing laws; LastDatabase notes that contact information can change and that purchased data should be used lawfully 1Consumer Email & Phone Leads Database - LastDatabaseAccess verified Consumer email leads, phone leads, business contacts, and marketing intelligence data. Available Consumer Databases. Vietnam Email List.Missing: management capabilitieslastdatabase.