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Seurat in AI answers

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Data as of Sep 21, 2026 · Based on 3,332,371 AI responses across 10,526 prompts · See how Parse measures this

What shifted for Seurat

Every shift for Seurat, and the week’s changes by email.

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Latest insights

Seurat logoSeuratsatijalab.org

Seurat is an open-source R toolkit for single-cell genomics data analysis, enabling visualization, clustering, differential expression, and data integration across scRNA-seq, scATAC-seq, and multimodal datasets. The v5 release adds bridge (cross-modality) integration, scalable sketch-based analysis for millions of cells, and high-performance backends like BPCells. It also supports spatial transcriptomics analysis and reference mapping (Azimuth) for annotating and translating query datasets while remaining backward compatible with earlier versions.

Ownership
Part ofSatijalab logoSatijalab
Seurat logoSeurat

Parse Score

55

#1 of 79 in Laboratory Informatics Software Platforms

The market map · 5 of 79 labelled

Laboratory Informatics Software Platforms →
10%20%Category leadersSpecialistsIn the mixLong tailNamed in more AI answers →Appears earlier in the answer →SeuratScanpyPartek FlowVeeva10x Genomics
  • Seurat Slipping: MentionsAI answers in Laboratory Informatics Software Platforms name Seurat less often: mention rate declined from 36.4% to 30.4%
  • Seurat Gaining: MarketSeurat overtook Scanpy as the most-mentioned brand in Laboratory Informatics Software Platforms
  • Seurat Gaining: RankingSeurat now leads Laboratory Informatics Software Platforms, up from #2
  1. CompetitionCenters for Disease Control and Prevention logoCenters for Disease Control and Prevention is the top alternative to Seurat logoSeurat1 questionView competitors→View competitors
  2. Platform visibilitySeurat logoSeurat is more visible on ChatGPT Search40% vs 35%

Where Seurat ranks in AI

Laboratory Informatics Software Platforms#1
and 2 more shifts in 1 market since Aug 2
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  • Market rankingSeurat logoSeurat is less visible in Laboratory Informatics Software Platforms30.4% vs 36.4%View market→View market
  • Follow changes to Seurat’s AI visibility

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    Competitors

    Platform visibility

    Seurat logoSeurat is more visible on ChatGPT Search

    • ChatGPT Search40%
    • Google AI Mode35%
    5 points

    Top cited sources

    Questions

    Centers for Disease Control and Prevention logoCenters for Disease Control and Prevention is the top alternative to Seurat logoSeurat

    • Centers for Disease Control and Prevention logoCenters for Disease Control and PreventionPicked instead1 question
    • Veeva logoVeevaPicked instead1 question
    • ACMA Engage logoACMA EngageRanking↑3 to #6
    • Partek Flow logoPartek FlowRanking↑1 to #3

    No contexts measured yet.

    • Mention rate
    • 100% · 2 engines

      Excerpts where Seurat appeared in the AI's answer

      Google AI Mode · excerpt
      Seurat : Developed by the Satija Lab in R, Seurat is arguably the most widely used toolkit for scRNA-seq QC, analysis, and integration.
      Google AI Mode · excerpt
      Seurat (R): The most widely adopted R toolkit for single-cell genomics.
    • bioinformatics.ccr.cancer.gov (opens in a new tab)14%
    • neovarsity.org (opens in a new tab)11%
    youtube.com (opens in a new tab)9%
  • ncbi.nlm.nih.gov (opens in a new tab)7%
  • pmc.ncbi.nlm.nih.gov (opens in a new tab)7%