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How AI describes Lightcast

Data as of Aug 25, 2026 · Based on 3,181,687 AI responses across 10,525 prompts · See how Parse measures this

Lightcast logoLightcastlightcast.io

Lightcast provides comprehensive labor market data and analytics covering 165 countries, representing 99% of global GDP. The company offers data delivery, software tools, and professional services to help enterprises, educators, and public sector organizations make informed workforce decisions.

Parse Score

54.2

#56 of 61 in Compensation Benchmarking & Consulting

Strength33
Reach45
Authority27

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Words AI uses

AI reaches for stable · structured · expensive when it describes Lightcast.

One caveat recurs: expensive.

Sources

lightcast.io shapes more of what AI says about Lightcast than any other source, at 50% of its citations.

compensation-iq.com · lightcast.com

AI questions where Lightcast appears

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The market map

Compensation Benchmarking & Consulting →
10%20%Category leadersSpecialistsIn the mixLong tailNamed in more AI answers →Appears earlier in the answer →MercerAonKorn FerryFrancisco PartnersBureau of Labor…WTWRavioSalary.comPaveAlexander GroupBetter Sales CompFiguresGlassdoorBain & Company

Where AI ranks Lightcast

Compensation Benchmarking & Consulting#56
Waste Management Services and Software
  • Hazardous laboratory waste disposal#14

  • Excerpts where Lightcast appeared in the AI's answer

    ChatGPT Search · excerpt
    Lightcast (formerly EMSI/Burning Glass) – labor market analytics and demand trends.