Find your software category
319 categories in 10 families, 8,895 vendors. Choose a family or search for the workflow you need. Open a category to compare vendors and their published evidence.
Market median across all categories: 17/100.
“With a score” is a statement about us: it is the share of vendors in that category where we could measure enough criteria to compute one. A low figure means we could not reach them, not that they publish less.
319 categories to explore
- Content, media and collaboration 37
- Engineering and data 45
- Finance and legal 29
- Healthcare and life sciences 19
- Industry and operations 62
- People and HR 17
- Public sector, education and nonprofit 20
- Retail, hospitality and services 32
- Sales and marketing 28
- Security and compliance 30
Content, media and collaboration
37 categories, 910 vendors- AI photo retouching 3 vendors Emerging category 100% with a score Too few scored vendors for a ranking (3 of 5)
- Audio production 4 vendors Emerging category 100% with a score Too few scored vendors for a ranking (4 of 5)
-
Board and meeting management
31 vendors
Median 17/100
87% with a score
- Choreography and production planning 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
-
Cloud storage
28 vendors
Median 26/100
82% with a score
-
Contact centre
47 vendors
Median 22/100
96% with a score
-
Content management systems
45 vendors
Median 26/100
91% with a score
-
Design and prototyping
34 vendors
Median 17/100
100% with a score
-
Digital asset management
38 vendors
Median 22/100
97% with a score
-
Digital publishing and flipbooks
6 vendors
Median 21/100
100% with a score
- Digital rights management 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
-
Digital signage
55 vendors
Median 17/100
98% with a score
-
Document collaboration
41 vendors
Median 30/100
90% with a score
-
Document management
71 vendors
Median 13/100
93% with a score
- Employee intranet platforms 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
- Family legacy planning 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
-
Helpdesk
51 vendors
Median 35/100
100% with a score
-
Knowledge base and wiki
46 vendors
Median 22/100
91% with a score
- Live audio and interpretation 3 vendors Emerging category 100% with a score Too few scored vendors for a ranking (3 of 5)
-
Media localization
29 vendors
Median 17/100
97% with a score
- Meeting analytics 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
-
Music rights and royalties
35 vendors
Median 17/100
74% with a score
- Notes and research organization 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
- Online PDF editing 3 vendors Emerging category 100% with a score Too few scored vendors for a ranking (3 of 5)
-
Presentation software
12 vendors
Median 22/100
100% with a score
-
Product feedback and updates
15 vendors
Median 28/100
93% with a score
-
Project management
81 vendors
Median 26/100
95% with a score
-
Records management
19 vendors
Median 9/100
89% with a score
- Sheet music management 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
-
Team chat and group messaging
5 vendors
Median 26/100
100% with a score
-
Translation and localization
35 vendors
Median 28/100
97% with a score
-
Video and podcast hosting
55 vendors
Median 26/100
89% with a score
-
Video conferencing
26 vendors
Median 31/100
92% with a score
-
Video creation
5 vendors
Median 17/100
100% with a score
-
Web accessibility
33 vendors
Median 11/100
91% with a score
-
Website builders
40 vendors
Median 23/100
98% with a score
- Writing assistants 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
Engineering and data
45 categories, 1,249 vendors-
API management
47 vendors
Median 26/100
98% with a score
-
Browser automation and web data
27 vendors
Median 25/100
96% with a score
-
Business intelligence
43 vendors
Median 26/100
93% with a score
-
Business process management
39 vendors
Median 17/100
97% with a score
-
Cloud hosting
37 vendors
Median 35/100
92% with a score
-
Coding assistants
17 vendors
Median 37/100
94% with a score
- Computational biology 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
- Computational notebooks 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
-
Data catalogs and governance
25 vendors
Median 22/100
100% with a score
-
Data integration
51 vendors
Median 30/100
96% with a score
-
Data labelling
41 vendors
Median 22/100
95% with a score
-
Data warehouses and databases
45 vendors
Median 35/100
93% with a score
-
Developer collaboration and CI
59 vendors
Median 23/100
93% with a score
-
Document AI and data capture
40 vendors
Median 22/100
100% with a score
-
Email hosting
42 vendors
Median 17/100
93% with a score
-
Email signature management
5 vendors
Median 9/100
100% with a score
-
Feature flags and experimentation
30 vendors
Median 33/100
93% with a score
- Genealogy research 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
- Geotechnical data management 4 vendors Emerging category 100% with a score Too few scored vendors for a ranking (4 of 5)
-
GIS and mapping
56 vendors
Median 22/100
95% with a score
- Holiday data APIs 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
-
Incident management
34 vendors
Median 35/100
97% with a score
-
IoT platforms and connectivity
52 vendors
Median 17/100
85% with a score
-
IT documentation and asset tracking
40 vendors
Median 26/100
98% with a score
-
IT service management
33 vendors
Median 26/100
91% with a score
-
LLM tooling and evaluation
50 vendors
Median 17/100
98% with a score
-
Low-code and internal tools
48 vendors
Median 26/100
98% with a score
-
MLOps and model serving
37 vendors
Median 30/100
95% with a score
- Molecular design 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
-
Monitoring and observability
49 vendors
Median 35/100
94% with a score
-
Network connectivity
8 vendors
Median 13/100
100% with a score
-
Network monitoring
41 vendors
Median 17/100
88% with a score
- Process mining 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
-
Push and realtime messaging
10 vendors
Median 17/100
100% with a score
-
Robotic process automation
29 vendors
Median 13/100
86% with a score
-
Search and vector infrastructure
45 vendors
Median 30/100
89% with a score
- Server management 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
- Software licensing and entitlement management 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
- Software package hosting 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
- Sports data APIs 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
-
Telecom and SaaS expense management
22 vendors
Median 26/100
100% with a score
-
Test automation
49 vendors
Median 26/100
92% with a score
-
Transactional email and notifications
33 vendors
Median 30/100
94% with a score
- Unified communications management 4 vendors Emerging category 100% with a score Too few scored vendors for a ranking (4 of 5)
-
Workflow automation
43 vendors
Median 35/100
95% with a score
Finance and legal
29 categories, 950 vendors-
Accounting
77 vendors
Median 13/100
94% with a score
-
Contract management
35 vendors
Median 17/100
94% with a score
-
Core banking
5 vendors
Median 13/100
100% with a score
- Corporate entity and trust management 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
-
Debt collection software
44 vendors
Median 11/100
95% with a score
-
E-signature
33 vendors
Median 26/100
88% with a score
-
eDiscovery and archiving
41 vendors
Median 22/100
95% with a score
-
Electronic invoicing
5 vendors
Median 10/100
100% with a score
-
Equity and cap table management
32 vendors
Median 22/100
91% with a score
-
ERP for mid-market
88 vendors
Median 9/100
94% with a score
-
Expense management
35 vendors
Median 18/100
91% with a score
- Financial audit analytics 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
-
Financial planning and close
51 vendors
Median 17/100
92% with a score
- Financial regulatory reporting 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
-
Fund administration and private markets
28 vendors
Median 22/100
93% with a score
-
Insurance software
60 vendors
Median 13/100
100% with a score
-
Investor relations and disclosure
33 vendors
Median 9/100
79% with a score
-
Legal practice management
53 vendors
Median 17/100
92% with a score
-
Lending and mortgage software
55 vendors
Median 12/100
87% with a score
-
Patent and trademark management
33 vendors
Median 17/100
88% with a score
-
Payment orchestration
39 vendors
Median 20/100
87% with a score
-
Payment processing
37 vendors
Median 24/100
86% with a score
- Pension administration 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
- Personal finance 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
-
Procurement
43 vendors
Median 13/100
91% with a score
-
Subscription management and billing
11 vendors
Median 15/100
91% with a score
-
Tax compliance software
40 vendors
Median 13/100
95% with a score
-
Title and closing
22 vendors
Median 13/100
86% with a score
-
Wealth management software
43 vendors
Median 17/100
91% with a score
Healthcare and life sciences
19 categories, 559 vendors-
Behavioral health
29 vendors
Median 9/100
90% with a score
- Clinical quality analytics 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
- Clinical simulation training 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
-
Clinical trial software
42 vendors
Median 13/100
95% with a score
-
Dental practice software
45 vendors
Median 9/100
87% with a score
-
Emergency medical services
24 vendors
Median 9/100
96% with a score
- Health economics modeling 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
-
Healthcare revenue cycle
40 vendors
Median 13/100
83% with a score
-
Home health and care agencies
43 vendors
Median 9/100
91% with a score
-
Laboratory information systems
51 vendors
Median 11/100
90% with a score
-
Medical imaging and radiology
43 vendors
Median 13/100
88% with a score
-
Medical practice software
96 vendors
Median 13/100
92% with a score
- Nutritional analysis and diet planning 2 vendors Emerging category 50% with a score Too few scored vendors for a ranking (1 of 5)
- Pharmacovigilance and drug safety 3 vendors Emerging category 100% with a score Too few scored vendors for a ranking (3 of 5)
-
Pharmacy software
30 vendors
Median 9/100
93% with a score
-
Physical therapy practice
22 vendors
Median 13/100
86% with a score
-
Senior living
30 vendors
Median 9/100
83% with a score
-
Telehealth platforms
29 vendors
Median 20/100
90% with a score
-
Veterinary practice software
26 vendors
Median 22/100
96% with a score
Industry and operations
62 categories, 1,413 vendors- Alarm management platforms 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
-
Aviation maintenance software
29 vendors
Median 13/100
100% with a score
- Beauty AI and skin analysis 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
- Building design and BIM authoring 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
- CAD file conversion 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
- Calibration management 4 vendors Emerging category 100% with a score Too few scored vendors for a ranking (4 of 5)
- Cloud print management 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
- Cloud video surveillance 3 vendors Emerging category 100% with a score Too few scored vendors for a ranking (3 of 5)
-
Construction estimating
39 vendors
Median 14/100
95% with a score
-
Construction management
68 vendors
Median 13/100
94% with a score
- Dealer network management 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
-
Demand planning
34 vendors
Median 13/100
97% with a score
-
Digital twins and virtual tours
7 vendors
Median 9/100
86% with a score
- Drawing review 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
-
Drone operations
35 vendors
Median 13/100
94% with a score
- Economic project analysis 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
- Energy and commodity trading risk 3 vendors Emerging category 100% with a score Too few scored vendors for a ranking (3 of 5)
- Energy forecasting 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
-
Energy management
39 vendors
Median 15/100
92% with a score
-
Engineering simulation
8 vendors
Median 17/100
100% with a score
-
Environmental monitoring and data analysis
5 vendors
Median 9/100
100% with a score
-
Equipment rental
36 vendors
Median 13/100
83% with a score
-
EV charging software
42 vendors
Median 13/100
93% with a score
-
Farm management
45 vendors
Median 9/100
91% with a score
-
Field service management
61 vendors
Median 17/100
92% with a score
-
Food safety and traceability
38 vendors
Median 9/100
95% with a score
- Infrastructure inspection and asset condition 4 vendors Emerging category 100% with a score Too few scored vendors for a ranking (4 of 5)
-
Inventory management
53 vendors
Median 17/100
94% with a score
-
Label and artwork management
20 vendors
Median 17/100
95% with a score
- Landscape and garden design 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
- Mailroom management 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
-
Maintenance management (CMMS)
62 vendors
Median 9/100
98% with a score
-
Manufacturing execution
48 vendors
Median 9/100
100% with a score
-
Maritime and port operations
43 vendors
Median 17/100
95% with a score
-
Mining operations
26 vendors
Median 9/100
85% with a score
-
Oil and gas production
38 vendors
Median 9/100
84% with a score
- Point cloud platforms 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
-
Print and packaging software
49 vendors
Median 13/100
94% with a score
-
Product configuration
5 vendors
Median 4/100
100% with a score
-
Product information management
40 vendors
Median 26/100
95% with a score
- Product lifecycle management 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
- Production planning 3 vendors Emerging category 100% with a score Too few scored vendors for a ranking (3 of 5)
-
Property management
70 vendors
Median 13/100
91% with a score
- Property valuation 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
-
Quality management
90 vendors
Median 13/100
96% with a score
-
Returns management
33 vendors
Median 17/100
94% with a score
-
Route planning and delivery
67 vendors
Median 13/100
97% with a score
-
Shipping and logistics
84 vendors
Median 13/100
96% with a score
-
Solar design and proposal
20 vendors
Median 9/100
95% with a score
- Sports betting analytics 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
-
Taxi dispatch
6 vendors
Median 9/100
100% with a score
- Telecom billing and operations 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
- Traffic analytics 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
- Traffic signal management 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
-
Transport planning and simulation
6 vendors
Median 11/100
100% with a score
-
Utility billing
28 vendors
Median 13/100
89% with a score
- Utility customer engagement 2 vendors Emerging category 50% with a score Too few scored vendors for a ranking (1 of 5)
-
Warehouse management
50 vendors
Median 13/100
94% with a score
- Warranty management 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
-
Waste management software
34 vendors
Median 9/100
100% with a score
-
Weighbridge management
5 vendors
Median 0/100
100% with a score
- Workplace safety management 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
People and HR
17 categories, 613 vendors-
Applicant tracking
45 vendors
Median 17/100
98% with a score
-
Background screening
36 vendors
Median 13/100
92% with a score
-
Business travel management
37 vendors
Median 13/100
86% with a score
-
E-learning authoring
33 vendors
Median 22/100
97% with a score
-
Employee benefits
44 vendors
Median 17/100
89% with a score
-
HR and payroll
80 vendors
Median 13/100
90% with a score
- Job offer management 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
- Job search assistants 3 vendors Emerging category 100% with a score Too few scored vendors for a ranking (3 of 5)
-
Learning management
47 vendors
Median 22/100
91% with a score
- Mentoring management 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
-
Performance management
41 vendors
Median 30/100
100% with a score
-
Recruiting assessment
46 vendors
Median 22/100
93% with a score
-
Scheduling
35 vendors
Median 26/100
91% with a score
-
Staffing agency software
35 vendors
Median 13/100
97% with a score
-
Workforce and shift management
87 vendors
Median 22/100
95% with a score
- Workforce compliance and analytics 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
-
Workplace and visitor management
39 vendors
Median 22/100
100% with a score
Public sector, education and nonprofit
20 categories, 473 vendors- Alumni management 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
- Assistive self-management 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
-
Association management
41 vendors
Median 13/100
85% with a score
-
Childcare management
31 vendors
Median 17/100
90% with a score
-
Church and community management
46 vendors
Median 14/100
91% with a score
-
Court case management
22 vendors
Median 9/100
91% with a score
- Educational assessment 4 vendors Emerging category 100% with a score Too few scored vendors for a ranking (4 of 5)
- Grant and application management 3 vendors Emerging category 100% with a score Too few scored vendors for a ranking (3 of 5)
-
Higher education CRM
33 vendors
Median 13/100
94% with a score
- Human services case management 4 vendors Emerging category 100% with a score Too few scored vendors for a ranking (4 of 5)
- Investigation case management 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
-
Library systems
40 vendors
Median 9/100
85% with a score
-
Museum collections management
32 vendors
Median 9/100
84% with a score
-
Nonprofit fundraising
43 vendors
Median 16/100
88% with a score
- Plagiarism detection 4 vendors Emerging category 100% with a score Too few scored vendors for a ranking (4 of 5)
- Public affairs management 3 vendors Emerging category 100% with a score Too few scored vendors for a ranking (3 of 5)
- Public participation and consultation 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
-
Research administration
30 vendors
Median 13/100
90% with a score
-
School management
63 vendors
Median 13/100
94% with a score
-
Software for local government
68 vendors
Median 9/100
93% with a score
Retail, hospitality and services
32 categories, 884 vendors- Auction management 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
-
Auto repair shop management
42 vendors
Median 13/100
83% with a score
-
Automotive retail software
53 vendors
Median 9/100
87% with a score
-
Cannabis retail and compliance
33 vendors
Median 11/100
91% with a score
-
Car rental and fleet sharing
33 vendors
Median 13/100
88% with a score
-
Catering and event management
34 vendors
Median 17/100
97% with a score
-
Ecommerce platforms
46 vendors
Median 17/100
89% with a score
- Escape room management 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
-
Event management
56 vendors
Median 26/100
88% with a score
-
Fitness and studio management
49 vendors
Median 22/100
96% with a score
-
Franchise management
25 vendors
Median 17/100
96% with a score
-
Funeral home software
31 vendors
Median 9/100
77% with a score
-
Golf club management
35 vendors
Median 13/100
86% with a score
-
Hotel management
61 vendors
Median 13/100
93% with a score
- Live commerce 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
- Marketplace platforms 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
-
Parking management
39 vendors
Median 13/100
92% with a score
-
Pet boarding and daycare management
11 vendors
Median 22/100
100% with a score
- Restaurant operations 3 vendors Emerging category 100% with a score Too few scored vendors for a ranking (3 of 5)
-
Restaurant point of sale
49 vendors
Median 13/100
86% with a score
- Restaurant reservations 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
-
Retail operations
51 vendors
Median 17/100
92% with a score
-
Retail point of sale
60 vendors
Median 9/100
95% with a score
-
Salon and spa booking
39 vendors
Median 17/100
85% with a score
-
Security guard workforce
19 vendors
Median 9/100
100% with a score
-
Self storage management
21 vendors
Median 13/100
90% with a score
-
Sports team management
40 vendors
Median 16/100
100% with a score
- Talent agency management 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
- Tourism content platforms 3 vendors Emerging category 100% with a score Too few scored vendors for a ranking (3 of 5)
- Travel agency software 3 vendors Emerging category 100% with a score Too few scored vendors for a ranking (3 of 5)
-
Venue ticketing
38 vendors
Median 9/100
71% with a score
- Virtual try-on 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
Sales and marketing
28 categories, 962 vendors-
Advertising operations
5 vendors
Median 0/100
100% with a score
-
Affiliate and partner marketing
44 vendors
Median 22/100
91% with a score
-
Conversational AI
46 vendors
Median 26/100
91% with a score
-
Creative review and approval
42 vendors
Median 30/100
100% with a score
-
CRM
117 vendors
Median 17/100
93% with a score
-
Customer communities
34 vendors
Median 22/100
91% with a score
-
Customer reviews and testimonials
41 vendors
Median 17/100
78% with a score
-
Customer success and onboarding
38 vendors
Median 39/100
95% with a score
-
Digital adoption and enablement
36 vendors
Median 26/100
100% with a score
-
Direct mail marketing
5 vendors
Median 30/100
100% with a score
-
Email marketing
37 vendors
Median 24/100
86% with a score
- Email verification 5 vendors Emerging category 80% with a score Too few scored vendors for a ranking (4 of 5)
- Gamification 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
-
Influencer marketing
34 vendors
Median 17/100
88% with a score
-
Loyalty and rewards
43 vendors
Median 26/100
88% with a score
-
Marketing attribution
48 vendors
Median 30/100
92% with a score
-
Marketing automation
41 vendors
Median 26/100
85% with a score
-
Proposals and quoting
48 vendors
Median 19/100
98% with a score
- QR code management 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
- Sales compensation and commissions 3 vendors Emerging category 67% with a score Too few scored vendors for a ranking (2 of 5)
-
Sales engagement
59 vendors
Median 35/100
95% with a score
-
SEO tools
48 vendors
Median 18/100
98% with a score
-
Social listening
35 vendors
Median 9/100
91% with a score
-
Social media management
27 vendors
Median 39/100
100% with a score
-
Surveys and forms
51 vendors
Median 22/100
96% with a score
- Trade promotion management 1 vendor Emerging category 100% with a score Too few scored vendors for a ranking (1 of 5)
-
User research and testing
37 vendors
Median 26/100
100% with a score
-
Web analytics
33 vendors
Median 39/100
100% with a score
Security and compliance
30 categories, 882 vendors-
API security
24 vendors
Median 13/100
83% with a score
-
Backup and recovery
41 vendors
Median 17/100
83% with a score
-
Business continuity
20 vendors
Median 10/100
100% with a score
-
Compliance automation
64 vendors
Median 19/100
94% with a score
-
Container and cloud workload security
28 vendors
Median 22/100
93% with a score
-
Crypto compliance and blockchain analytics
33 vendors
Median 17/100
100% with a score
- Cybersecurity training and cyber ranges 4 vendors Emerging category 100% with a score Too few scored vendors for a ranking (4 of 5)
- DNS security and filtering 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
- Document authenticity verification 2 vendors Emerging category 50% with a score Too few scored vendors for a ranking (1 of 5)
-
Email security
41 vendors
Median 30/100
95% with a score
-
Endpoint management and security
42 vendors
Median 26/100
93% with a score
-
ESG reporting
30 vendors
Median 24/100
93% with a score
-
Fraud prevention and identity
52 vendors
Median 26/100
90% with a score
- ID card issuance 2 vendors Emerging category 100% with a score Too few scored vendors for a ranking (2 of 5)
-
Identity governance
27 vendors
Median 22/100
96% with a score
-
Mass notification and critical events
41 vendors
Median 13/100
95% with a score
-
Mobile application security
6 vendors
Median 24/100
100% with a score
- Network access control 3 vendors Emerging category 100% with a score Too few scored vendors for a ranking (3 of 5)
-
Password and identity
37 vendors
Median 35/100
95% with a score
-
Password management
30 vendors
Median 17/100
70% with a score
-
Physical access control and video security
49 vendors
Median 13/100
92% with a score
-
Privacy compliance
43 vendors
Median 17/100
95% with a score
-
Privileged access management
43 vendors
Median 35/100
93% with a score
-
SIEM and security operations
42 vendors
Median 22/100
93% with a score
-
Supply chain risk
37 vendors
Median 14/100
86% with a score
-
Threat intelligence
38 vendors
Median 17/100
92% with a score
- Threat modeling 3 vendors Emerging category 100% with a score Too few scored vendors for a ranking (3 of 5)
-
Trade compliance
29 vendors
Median 9/100
93% with a score
-
Vulnerability management
43 vendors
Median 30/100
93% with a score
-
Whistleblowing systems
26 vendors
Median 17/100
96% with a score