What AI says about LabWare

Since Jul 5Updated Oct 28, 2026Based on 2,369 AI responsesReviewed by

How we measure

labware.com

AI summary

LabWare is an enterprise laboratory informatics platform providing LIMS and ELN software to automate workflows, track samples, and maintain regulatory compliance across industries like water testing and pharmaceuticals. It is the usual answer when buyers need systems for water utility lab management, strict FDA 21 CFR Part 11 audit trails, or complex standard operating procedure enforcement on mobile devices.

Mentioned in

16%

of AI answers about LabWare and its rivals

The market map

Laboratory Information Management Systems

Mentioned in

  1. #1LabWareMentioned in 52%Avg. position 4.3
  2. #2tiedLabVantageMentioned in 31%Avg. position 4.6
  3. #2tiedBenchlingMentioned in 30%Avg. position 3.3
  4. #2tiedCloudLIMSMentioned in 29%Avg. position 4.4
  5. #5tiedStarLIMSMentioned in 26%Avg. position 5.5
  6. #5tiedQBenchMentioned in 22%Avg. position 4.4
  7. #7tiedSapio SciencesMentioned in 20%Avg. position 4.8
  8. #7tiedLabguruMentioned in 19%Avg. position 3.8
  9. #7tiedThermo Fisher ScientificMentioned in 17%Avg. position 5.2
  10. #10tiedSciNoteMentioned in 12%Avg. position 5.3
  11. #12tiedGenemodMentioned in 9%Avg. position 4.4
  12. #12tiedeLabFTWMentioned in 9%Avg. position 3.2
  13. #12tiedLabworksMentioned in 8%Avg. position 3.3
  14. #12tiedLabkeyMentioned in 7%Avg. position 4.5

Where LabWare ranks in AI

MarketRank · Mentioned in

Topics where AI mentions LabWare

TopicMentioned in · on this topic

How AI describes LabWare

Common descriptions

highly configurable · robust · comprehensive · enterprise-grade · widely used · extremely configurable

Tone of AI’s statements about LabWare

  • Positive63%
  • Neutral25%
  • Mixed8%
  • Negative4%

Question: I need a laboratory information management system that integrates directly with next-generation sequencing instruments.

Google AI ModeOct 28, 2026

LabWare LIMS : An enterprise-grade, highly validated platform standard in regulated clinical and diagnostic environments

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Question: I'm looking for a system to manage our laboratory data. What is the best Laboratory Information Management System (LIMS) for a water utility?

ChatGPTOct 28, 2026

LabWare launched this cloud-based offering in September 2026 specifically for small and midsize municipal water utilities.

Google AI ModeOct 28, 2026

LabWare WATER and LABWORKS LIMS are widely considered the best Laboratory Information Management Systems (LIMS) for water and wastewater utilities

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How often AI mentions LabWare

Share of answers in Laboratory Information Management Systems each week · since Jul 5

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Sep 3OctOct 22

How prominently AI mentions LabWare

Position in answers

  • Named first25%
  • 2nd or 3rd36%
  • Later39%

Each engine’s share of its own answers across LabWare’s markets

  • ChatGPT18%
  • Google AI Mode15%

Insights for LabWare

Since Jul 5

  • Gap between platforms: The platform gap in Laboratory Information Management Systems narrowed

    ChatGPTChatGPT71%Google AI ModeGoogle AI Mode60%

Compare LabWare

Sources AI cites

labware.com 42%Other sites 58%