Category · AI Citation Index
Software Marketplace
The software marketplace category demonstrates mature brand awareness with 31 consensus brands and 12 under active evaluation, yet 0% prompt coverage exposes a critical gap: AI models have no inherent knowledge of platforms that facilitate B2B software discovery. Capterra leads shortlist consideration at 40%, followed by Gartner at 34% and GetApp at 29%, while all top brands show maximum model diversity (4), indicating fragmented but consistent cross-model recognition. The stark absence of prompt coverage suggests these platforms exist outside typical AI training contexts, despite their central role in software procurement workflows.
581 discovery queries · 68 head-to-heads · refreshed Aug 9, 2026
Discovery stage
The shortlist
Across 581 buyer-style "Software Marketplace" queries
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Evaluation stage
Head-to-head
How often AI cites each brand across uniform category evaluation prompts · median 4/100
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Each brand's score is the share of category evaluation prompts where AI cited them across all four engines — the same prompt pool for every brand. Brands above the median citation rate have stronger presence in evaluation-stage queries.
Brands to know
In this category
Capterra
Leads shortlist consideration at 40% with maximum model diversity, establishing clear category dominance in AI-assisted software discovery.
Read brand profile →Gartner
Commands 34% shortlist rate, leveraging analyst authority to bridge traditional research and marketplace discovery functions.
Read brand profile →TrustRadius
Achieves 20% shortlist consideration with peer review focus, carving differentiated positioning in crowded marketplace landscape.
Read brand profile →Citation sources
Where AI pulls citations from
473 citations captured across Software Marketplace prompt runs.
Vendor pages
74Product, help, and marketing pages from tracked vendors
Independent sources
105Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Software Marketplace questions
Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.
Discovery
Buyers exploring the category- What is Competitive Landscape of Pax8 Company? – businessmodelcanvastemplate.combusinessmodelcanvastemplate.com
- Pax8 integrates Microsoft Marketplace & launches MSP growth planchannellife.co.nz
- See the MSP 501 Winners’ Preferred Vendor and Supplier Finaliststhemspsummit.com
Evaluation
Buyers comparing optionsTrust
Buyers checking credibility- 10 Best SOC 2 Compliance Software for 2026brightdefense.com
- Drata vs Vanta: A Comprehensive Comparisonbrightdefense.com
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