Best laboratory informatics software platforms, according to AI

Data as of Aug 25, 2026 · Based on 906 AI responses · See how Parse measures this

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 niche, AI responses have shifted from broad platform overviews toward citing specific software packages and manufacturer-specific equipment for highly technical laboratory queries.

Laboratory Informatics Software Platforms

321 brands

ParseChatGPT + Google AI

Parse

https://parse.gl

Measured across ChatGPT & Google AI

Best Laboratory Informatics Software Platforms, According to ChatGPT & Google AI | Parse

#	Brand	What AI says	Mention rate
1	Satijalab		27%
2	ScanpyThe top Python-based alternative for scalable single-cell data analysis.	The top Python-based alternative for scalable single-cell data analysis.	26%
3	10x GenomicsMentioned for its Cell Ranger pipeline and Loupe Browser analysis tools.	Mentioned for its Cell Ranger pipeline and Loupe Browser analysis tools.	23%
4	VeevaCited alongside Tika Mobile as a key enterprise CRM for medical affairs.	Cited alongside Tika Mobile as a key enterprise CRM for medical affairs.	22%
5	Tika MobileA consistently recommended medical affairs platform for managing KOL relationships.	A consistently recommended medical affairs platform for managing KOL relationships.	22%
6	Aissel		18%
7	Bioturing		16%
8	ExtendMed		14%
9	Tinnguyen-lab		13%
10	Steeprock		12%
11	Bioconductor		11%
12	ROSALIND		10%
13	Monocle		10%
14	scvi-tools		10%
15	Cziscience		10%
16	IQVIA		10%
17	MediSpend		9%
18	Galaxy Project		8%
19	scRNA-tools		8%
20	Within3		8%
21	Cellsnake		8%
22	UC Santa Cruz		7%
23	Epfl		6%
24	Biomage		5%
25	Pluto Bio		5%
26	Salesforce		5%
27	Parse Biosciences		5%
28	Identification Systems Group		4%
29	Neolytica		4%
30	Centers for Disease Control and Prevention		4%
31	National Institutes of Health		4%
32	81qd		4%
33	Harmony		4%
34	H1		4%
35	Trailmaker		4%
36	Biocompare		4%
37	TubeWriter		3%
38	ACMA Engage		3%
39	Illumina		3%
40	Flowhub		3%
41	Quality Institute of America		3%
42	Shaoxia		3%
43	Squidpy		3%
44	Trailmaker		3%
45	Anju Software		3%
46	Dhruvsoft		2%
47	QBench		2%
48	Bxgenomics		2%
49	CloseUp CRM		2%
50	Acceleration Point		2%
51	CellPhoneDB		2%
52	OSF HealthCare		2%
53	Ahearn & Soper		2%
54	BigOmics Analytics		2%
55	TriHealth		2%
56	Qlucore		2%
57	BradyID		2%
58	Elite Learning		2%
59	Basepair		2%
60	Labtag		2%
61	Almaden Genomics		2%
62	Brainly		1%
63	United Ad Label		1%
64	KOL IQ		1%
65	Clinical and Laboratory Standards Institute (CLSI)		1%
66	Garmire Group		1%
67	BestopCell		1%
68	Aertslab		1%
69	scVelo		1%
70	WASP		1%
71	ZS		1%
72	scverse		1%
73	Superfly		1%
74	Oup		1%
75	Improve Medical		1%
76	College of American Pathologists (CAP)		1%
77	BioInfoRx		1%
78	Kallisto		1%
79	CellBender		1%
80	Alphabet		1%
81	Truth Health Academy		1%
82	Nygen		1%
83	ICARUS		1%
84	Singleron		1%
85	Quality Check		<1%
86	INTEGRA Biosciences		<1%
87	Solomon Foundation		<1%
88	scater		<1%
89	EMBL-EBI		<1%
90	AME Publishing Company		<1%
91	World Health Organization (WHO)		<1%
92	Needle.Tube		<1%
93	Springer Nature		<1%
94	Monocl		<1%
95	Avantor Sciences		<1%
96	Scout Data		<1%
97	scRNASequest		<1%
98	Pantheon		<1%
99	FlowJo		<1%
100	scRNA-Explorer		<1%