Laboratory Informatics Software Platforms | Parse

Laboratory Informatics Software Platforms in AI answers

Data as of Oct 18, 2026Based on 192 AI responsesReviewed by Dimitry Apollonsky

AI summary

While documentation hosting platform Readthedocs now dominates AI recommendations, this is largely due to its role in hosting information for open-source bioinformatics tools. Across the market, AI responses have shifted from broad platform overviews toward citing specific software packages and manufacturer-specific equipment for highly technical laboratory queries.

Most-mentioned brands

Rank and Mentioned in · since Jul 5

#	Brand	Recommended for	Mentioned in
1	Scanpy 23% The top Python-based alternative for scalable single-cell data analysis.	The top Python-based alternative for scalable single-cell data analysis.	23%
2	SeuratSatijalab product line 23% A leading R-based toolkit cited for single-cell RNA sequencing analysis.	A leading R-based toolkit cited for single-cell RNA sequencing analysis.	23%
3	Partek Flow 20%		20%
4	10x Genomics 18% Mentioned for its Cell Ranger pipeline and Loupe Browser analysis tools.	Mentioned for its Cell Ranger pipeline and Loupe Browser analysis tools.	18%
5	Fisher Scientific 17% A top recommended supplier for purchasing lab equipment like fume hoods.	A top recommended supplier for purchasing lab equipment like fume hoods.	17%
6	Labconco 17% Frequently named as a manufacturer of high-quality lab fume hoods.	Frequently named as a manufacturer of high-quality lab fume hoods.	17%
7	Veeva 15% Cited alongside Tika Mobile as a key enterprise CRM for medical affairs.	Cited alongside Tika Mobile as a key enterprise CRM for medical affairs.	15%
8	Bioconductor 15%		15%
9	VEVOR 13%		13%
10	Tika Mobile 12% A consistently recommended medical affairs platform for managing KOL relationships.	A consistently recommended medical affairs platform for managing KOL relationships.	12%
11	ACMA Engage 11%		11%
12	LuminexDiasorin product line 11%		11%
13	Quanterix SimoaQuanterix product line 11%		11%
14	10x Genomics Loupe Browser10x Genomics product line 11%		11%
15	Cole-Parmer 10%		10%
16	Msd 10%		10%
17	MarkerDB 9%		9%
18	CELLxGENECziscience product line 9%		9%
19	Thermo Fisher Scientific 8%		8%
20	Air Science 8%		8%
21	IQVIA 7%		7%
22	Lorderan 7%		7%
23	scvi-tools 7%		7%
24	LabX 7%		7%
25	Meso Scale Diagnostics 7%		7%
26	Anju Software 7%		7%
27	Quanterix 7%		7%
28	Monocle 7%		7%
29	IQVIA Expert Engagement PlatformIQVIA product line 6%		6%
30	ROSALIND 6%		6%
31	Pluto Bio 6%		6%
32	National Laboratory Sales 6%		6%
33	Veeva Vault CRMVeeva product line 6%		6%
34	VWR 6%		6%
35	Bioturing 6%		6%
36	SomaLogic 6%		6%
37	Within3 5%		5%
38	SomaScan PlatformSomaLogic product line 5%		5%
39	Aissel 5%		5%
40	SingleCellExperimentBioconductor product line 5%		5%
41	Fisher American 5%		5%
42	Gateway Ticketing Systems 5%		5%
43	Olink 5% A leading platform for biomarker mapping, though its dominance has slightly decreased.	A leading platform for biomarker mapping, though its dominance has slightly decreased.	5%
44	Veeva LinkVeeva product line 5%		5%
45	Terra Universal 5%		5%
46	Labs USA 5%		5%
47	Biomage 5%		5%
48	10x Genomics Cell Ranger10x Genomics product line 4%		4%
49	Alamar Biosciences 4%		4%
50	Lab1st 4%		4%
51	Steeprock 4%		4%
52	GLE Sales 4%		4%
53	Bm2Dx 4%		4%
54	Avantor 4%		4%
55	Elisa 4%		4%
56	Ductless.com 4%		4%
57	OmicsPlaygroundBigOmics Analytics product line 4%		4%
58	School Outfitters 4%		4%
59	GOBIOM+Excelra product line 3%		3%
60	Panel Atlas 3%		3%
61	H1 3%		3%
62	R&D Systems 3%		3%
63	Genie Scientific 3%		3%
64	scverse 3%		3%
65	SeqGeqFlowJo product line 3%		3%
66	FisherbrandFisher Scientific product line 3%		3%
67	Bio-Techne 3%		3%
68	ExtendMed 3%		3%
69	Biocompare 3%		3%
70	Hamilton Scientific 3%		3%
71	Erlab 3%		3%
72	USA Lab 3%		3%
73	Grainger 3%		3%
74	MSLInsight 3%		3%
75	Konectar 3%		3%
76	Bio-PlexBio-Rad product line 3%		3%
77	Sigma-AldrichOwned by Merck Group 3%		3%
78	Kewaunee Scientific Corporation 3%		3%
79	BBrowser 3%		3%
80	Surplus Solutions 3%		3%
81	BiomarkersLabs 2%		2%
82	HumanFirst 2%		2%
83	Olink InsightOlink product line 2%		2%
84	Filabot 2%		2%
85	Veeva CRM SuiteVeeva product line 2%		2%
86	AirClean Systems 2%		2%
87	HEMCO Corporation 2%		2%
88	WuXi Biologics 2%		2%
89	Thomas Scientific 2%		2%
90	Galaxy Project 2%		2%
91	scater 2%		2%
92	Terra 2%		2%
93	Squidpy 2%		2%
94	STAR 2%		2%
95	scranBioconductor product line 2%		2%
96	Veeva Medical SuiteVeeva product line 2%		2%
97	Sapio Sciences 2%		2%
98	BiomarkerKB 2%		2%
99	CiteAb 2%		2%
100	QuartzBio 2%		2%

Recommendations by AI engine

ChatGPT SearchGoogle AI Mode

Widest split: Fisher Scientific, 14% on ChatGPT Search and 20% on Google AI Mode.

Mentioned in on each AI engine, by brand
Brand	ChatGPT Search	Google AI Mode
Scanpy	23%	24%
Seurat	23%	23%
Partek Flow	19%	20%
10x Genomics	18%	18%
Fisher Scientific	14%	20%
Labconco	18%	16%
Veeva	14%	16%
Bioconductor	17%	12%
VEVOR	21%	Outside Google AI Mode's top 25
Tika Mobile	13%	11%

Laboratory Informatics Software Platforms in AI answers

Most-mentioned brands

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Recommendations by AI engine

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