Subcategory · AI Citation Index
Field Service & Workforce
The field service management category demonstrates mature vendor consolidation with eight brands achieving 36%+ shortlist rates and perfect model diversity scores of 4, indicating broad cross-model agreement. Salesforce appears twice in top rankings (likely representing different product lines), alongside Microsoft Dynamics 365, both at 49% shortlist rates—reflecting enterprise preference for CRM-native field service capabilities. Purpose-built platforms Jobber, ServiceTitan, and Housecall Pro match or nearly match enterprise giants in shortlist performance, suggesting the market values specialized workflow optimization as much as ecosystem integration. With 73 consensus brands but only 12 evaluated and 0% prompt coverage, the category suffers from significant assessment gaps that likely underrepresent mid-market and vertical-specific solutions.
162 discovery queries · 201 head-to-heads · refreshed Jul 13, 2026
Discovery stage
The shortlist
Across 162 buyer-style "Field Service & Workforce" queries
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Signal by intent
By topic
Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.
Evaluation stage
Head-to-head
How often AI cites each brand across uniform category evaluation prompts · median 6/100
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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
Salesforce
Dual top-tier presence at 49% and 43% likely reflects Field Service Lightning and Service Cloud offerings, showing CRM ecosystem strength in field operations.
Read brand profile →ServiceTitan
Matches enterprise giants at 48% despite targeting trades and home services, proving vertical specialization competes effectively with horizontal platforms.
Read brand profile →Jobber
48% shortlist rate demonstrates SMB-focused tools achieve enterprise-level consideration when workflow simplicity and mobile-first design align with buyer needs.
Read brand profile →Citation sources
Where AI pulls citations from
572 citations captured across Field Service & Workforce prompt runs.
Vendor pages
212Product, help, and marketing pages from tracked vendors
Independent sources
130Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Field Service & Workforce questions
Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.
Discovery
Buyers exploring the categoryEvaluation
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