Headlight Data

What Headlight Data does

Headlight Data, LLC (also doing business as Illuminate Data) is a private, bootstrapped information services company founded by Chris Engle in 2013 in Austin, Texas. The firm builds web-based data visualization and analytics products tailored for the U.S. economic and workforce development market, serving economic development organizations, chambers of commerce, counties, states, and regional planning bodies that lack the internal resources to build and maintain their own data pipelines. Its three core products — Headlight Dashboard (a customized portal delivering thousands of economic, demographic, and workforce metrics for any U.S. region), Career Lattices (a career path visualization tool showing occupational trajectories and earnings potential), and Job Search Portal (a localized job search engine) — are delivered either as stand-alone sites or embedded directly into the customer's existing website with their branding.

The underlying technology combines public, private, and modeled data sources into a curated catalogue updated on a recurring basis, presented through web charts, tables, and dashboards with filtering, export, and sharing capabilities. The Job Search Portal integrates with third-party real-time job listing providers Chmura and Lightcast. The firm operates with a 9-person team including a Chief Economist, Chief of Technology, developers, data operations, and design staff, reflecting a deliberately lean structure oriented around domain expertise rather than scale.

Headlight Data generates revenue primarily through recurring subscription fees for its customized data dashboards, sold via a sales-led motion beginning with website demo requests and culminating in bespoke regional implementations. No public pricing is disclosed and pricing is determined per engagement. Marketing is conducted primarily through content (a blog publishing economic scorecards, workforce analyses, and founder thought leadership), newsletter capture, and direct outreach to the economic development professional community. The company is privately held by its founder with no external investors, no parent company, and no subsidiaries.

Name

Headlight Data

Legal name

Headlight Data, LLC

Website

https://headlightdata.com

Company type

Private

Founded year

2013

Operating status

Operating

Headcount range

1–10 employees

Short description

Headlight Data is a private, bootstrapped information services firm that builds customized web-based economic, demographic, and workforce data dashboards for U.S. economic development organizations, chambers of commerce, and local governments. Its three products — Dashboard, Career Lattices, and Job Search Portal — are sold on subscription via a sales-led motion.

Ownership category

akta.pro rank

Product category

Economic Development Data Analytics

NAICS

Web Search Portals and All Other Information Services (519290), Information (51)

SIC

Services-Computer Processing & Data Preparation (7374), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

Recommendation & Discovery Engines (content/product) (BPAMAAAG)

Keywords

• Economic development data
• Workforce analytics platform
• Data visualization software
• Demographic data services
• Regional economic intelligence

Headquarters

HQ city

Austin

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations

Revenue model

1. Data Dashboard Subscriptions: Subscription-based access to customized economic, demographic, and workforce data dashboards for economic development organizations and government agencies.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels3 records

Core offering

Headlight Data builds and sells customized web-based data dashboard products that deliver localized economic, demographic, and workforce intelligence for U.S. regions. Its three core products—Headlight Dashboard, Career Lattices, and Job Search Portal—combine public, private, and modeled data sources and are sold to economic development organizations, chambers of commerce, counties, states, and regional planning bodies via subscription.

Product overview

Headlight Data offers a suite of three integrated data products for workforce and economic development: Headlight Dashboard (core analytics platform delivering customized economic, demographic, and workforce charts and tables), Career Lattices (career path guidance tool showing occupational growth trajectories), and Job Search Portal (localized job listings integration). The products work together to serve communities, job seekers, economic developers, and workforce development teams with always-updated regional data.

Differentiator

Problem solved

Functional benefit

Brands

• Headlight Dashboard: Stand-alone or embeddable website with customized economic, demographic, and workforce data for any U.S. region.
• Career Lattices
• Job Search Portal

Products and services

• Headlight Dashboard

Quantifiable outcome

• Time savings for economic development staff who no longer need to mine data themselves
• +1 more outcomes

Named customers3 records

Segments6 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration2 records

Feature3 records

Scale indicators1 record

Recent moves6 records

Expansion highlights5 records

Direct peers

• IMPLAN: IMPLAN provides economic impact analysis and modeling software used by economic development organizations, Chambers, and governments to quantify contributions of industries, occupations, and events. Comparable to Headlight because both sell data-driven decision tools to economic developers and consultants, addressing overlapping use cases around community investment analysis and workforce planning.
• Chmura Economics & Analytics (JobsEQ): Chmura operates JobsEQ and real-time job postings analytics, serving economic developers and workforce boards with the same target customers as Headlight Data. Peers because Chmura provides the same regional economic/workforce intelligence that competes head-on with Headlight Dashboard; the same vendor is also a content-data partner integrated into Headlight's Job Search Portal.
• ZoomProspector: ZoomProspector is a site selection and demographic search platform sold to economic development organizations, chambers, and utilities. Comparable to Headlight because both monetize regional economic, workforce, and demographic data for the same EDO buyer profile, with overlapping use cases in business-attraction research.
• Lightcast (formerly EMSI): Lightcast is the dominant workforce and economic data analytics platform for US communities and colleges, offering job posting analytics, labor market data, and career pathways tools. Highly comparable to Headlight because both firms aggregate public/private modeled data into regional dashboards and career products; Lightcast is a job-listing data partner for Headlight's Job Search Portal but also the head-to-head competitor at scale.

Emerging players

• Placer.ai: Placer.ai provides location analytics and foot-traffic insights used by commercial real estate, retail, and economic development organizations. Comparable to Headlight in turning alt-data into regional market intelligence for site selectors and economic developers, though Placer.ai's core strength is mobility data versus Headlight's workforce demographic focus.
• Atlas of Jobs: Atlas of Jobs aggregates regional employment data into dashboards marketed to economic developers, workforce boards, and job seekers. Comparable to Headlight's Job Search Portal and Career Lattices in providing localized labor-market visualization, though Atlas of Jobs is a smaller, earlier-stage entrant focused on job-seeker UX.
• DataWheel: DataWheel builds custom data visualization platforms and analytics products for public agencies, including Data USA and other government-sponsored portals. Comparable to Headlight in turning complex public datasets into accessible visualization products for similar end users, though DataWheel operates primarily as a custom-build agency rather than a packaged SaaS.

Broad incumbents

• CoStar (LoopNet / Economy.com): CoStar owns Economy.com (Moody's Analytics) and major real estate data platforms serving site selection, commercial real estate, and economic development workflows. Comparable to Headlight because both serve economic developers with regional economic intelligence, though CoStar is a much larger, diversified incumbent.
• StatsAmerica: StatsAmerica is a regional economic data initiative out of the Purdue Center for Regional Development providing free dashboards on industry clusters, jobs, and demographics. Comparable to Headlight as a source of regional economic indicators for the same EDO audience, but it is a free government/university resource rather than a paid SaaS product — a pricing alternative rather than a paid competitor.
• ESRI (ArcGIS Business Analyst): ESRI's ArcGIS Business Analyst provides site selection, demographic, and economic data layers for governments and EDOs. Comparable to Headlight in the economic-development buyer profile and in turning geographic economic data into decision tools, though ESRI is a broader geospatial incumbent rather than a niche specialist.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/in/chris-engle
• Xx.com/HeadlightData
• Facebookfacebook.com/headlight.data

Revenue estimate

Valuation estimate

Number of profiles

Profiles9 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Headlight Data