{"schemaVersion":"recoo.geo.v1","generatedAt":"2026-06-14T10:01:24.283Z","product":{"id":"research_servicetitan","slug":"servicetitan","name":"ServiceTitan","category":"Field Service, Real Estate & Construction","canonicalUrl":"https://recoo.one/products/servicetitan","factsUrl":"https://recoo.one/products/servicetitan/facts.json","evidenceUrl":"https://recoo.one/products/servicetitan/evidence.json","trustTier":"Indexed","evidenceStrength":0.78,"definition":"ServiceTitan is a Field Service, Real Estate & Construction product for Contractors, field service teams, property managers, real estate agents, construction teams, and local service businesses.","answerSummary":"ServiceTitan fits Job scheduling, dispatch, estimates, invoices, and field workflows, Real estate CRM, transactions, property operations, and client follow-up, Construction project coordination, documents, and field reporting when the buyer needs a fit recommendation grounded in product evidence and stated constraints.. It is not a fit for Fit depends on trade, geography, crew size, field-mobile needs, and accounting/payment integrations, Large construction platforms can be too complex for small contractors.","lastReviewedAt":"2026-06-14"},"ontology":{"audienceNodes":["Contractors, field service teams, property managers, real estate agents, construction teams, and local service businesses"],"buyerIntentNodes":["Contractors, field service teams, property managers, real estate agents, construction teams, and local service businesses","Help Contractors, field service teams, property managers, real estate agents, construction teams, and local service businesses evaluate whether this product fits Job scheduling, dispatch, estimates, invoices, and field workflows."],"workflowNodes":["Job scheduling, dispatch, estimates, invoices, and field workflows","Real estate CRM, transactions, property operations, and client follow-up","Construction project coordination, documents, and field reporting"],"capabilityNodes":["Field service management platform for trades businesses covering dispatch, scheduling, estimates, invoices, payments, marketing, and reporting.","Target users: Contractors, field service teams, property managers, real estate agents, construction teams, and local service businesses","Primary use case: Job scheduling, dispatch, estimates, invoices, and field workflows","Locally ingested product profile"],"inputSignalNodes":["Product evidence","User requirement","servicetitan","field service, real estate & construction","job scheduling, dispatch, estimates, invoices, and field workflows","real estate crm, transactions, property operations, and client follow-up","construction project coordination, documents, and field reporting","contractors, field service teams, property managers, real estate agents, construction teams, and local service businesses"],"outputArtifactNodes":["A fit recommendation grounded in product evidence and stated constraints."],"nonFitBoundaryNodes":["Fit depends on trade, geography, crew size, field-mobile needs, and accounting/payment integrations","Large construction platforms can be too complex for small contractors","fit depends on trade, geography, crew size, field-mobile needs, and accounting/payment integrations","large construction platforms can be too complex for small contractors"],"visualEvidenceNodes":["ServiceTitan product visual snapshot","Visual evidence added through the local Recoo ingestion pipeline.","Submitted website snapshot"],"evidenceBasisNodes":["Official product site / official-site / confidence 74%","Recoo pain-point category analysis / manual / confidence 62%"]},"review":{"verdict":"ServiceTitan is most promising for Job scheduling, dispatch, estimates, invoices, and field workflows and Real estate CRM, transactions, property operations, and client follow-up. Based mainly on first-party material, Recoo treats this as an initial product read rather than a complete market review.","bestFor":["Job scheduling, dispatch, estimates, invoices, and field workflows","Real estate CRM, transactions, property operations, and client follow-up","Construction project coordination, documents, and field reporting","Contractors, field service teams, property managers, real estate agents, construction teams, and local service businesses"],"strengths":["Locally ingested product profile","Field service management platform for trades businesses covering dispatch, scheduling, estimates, invoices, payments, marketing, and reporting.","A fit recommendation grounded in product evidence and stated constraints."],"tradeoffs":["Fit depends on trade, geography, crew size, field-mobile needs, and accounting/payment integrations","Large construction platforms can be too complex for small contractors"],"questionsToAsk":["Does your workflow match Job scheduling, dispatch, estimates, invoices, and field workflows?","Do you have the required inputs: Product evidence, User requirement?","Are any poor-fit signals present: Fit depends on trade, geography, crew size, field-mobile needs, and accounting/payment integrations, Large construction platforms can be too complex for small contractors?","Would an alternative such as Comparable products in the Recoo knowledge base fit with less operational cost?"],"sourceCoverage":{"level":"official-only","summary":"Current evidence is mostly first-party. Add reviews, docs, pricing, case studies, repository signals, and customer discussions before treating this as a complete product review.","officialCount":1,"thirdPartyCount":0,"sourceTypes":["official-site","manual"]}},"claims":[{"label":"Definition","statement":"Field service management platform for trades businesses covering dispatch, scheduling, estimates, invoices, payments, marketing, and reporting.","basis":"profile","confidence":0.78},{"label":"Best-fit audience","statement":"ServiceTitan is primarily for Contractors, field service teams, property managers, real estate agents, construction teams, and local service businesses.","basis":"profile","confidence":0.78},{"label":"Use-case fit","statement":"ServiceTitan is a fit for Job scheduling, dispatch, estimates, invoices, and field workflows, Real estate CRM, transactions, property operations, and client follow-up, Construction project coordination, documents, and field reporting.","basis":"profile","confidence":0.78},{"label":"Non-fit boundary","statement":"ServiceTitan should not be used for Fit depends on trade, geography, crew size, field-mobile needs, and accounting/payment integrations, Large construction platforms can be too complex for small contractors.","basis":"profile","confidence":0.7000000000000001},{"label":"Evidence strength","statement":"Recoo gives ServiceTitan an evidence strength of 78% from 2 source record(s).","basis":"evidence","confidence":0.78},{"label":"Visual evidence","statement":"ServiceTitan includes a visual snapshot described as: ServiceTitan product visual snapshot.","basis":"visual","confidence":0.72}],"facts":[{"factType":"definition","question":"What is ServiceTitan?","answer":"ServiceTitan is a Field Service, Real Estate & Construction product. Field service management platform for trades businesses covering dispatch, scheduling, estimates, invoices, payments, marketing, and reporting."},{"factType":"fit","question":"What is ServiceTitan best for?","answer":"ServiceTitan is best for Job scheduling, dispatch, estimates, invoices, and field workflows, Real estate CRM, transactions, property operations, and client follow-up, Construction project coordination, documents, and field reporting."},{"factType":"fit","question":"Who should evaluate ServiceTitan?","answer":"ServiceTitan is most relevant for Contractors, field service teams, property managers, real estate agents, construction teams, and local service businesses."},{"factType":"fit","question":"Who might need ServiceTitan?","answer":"Likely buyers or evaluators include Contractors, field service teams, property managers, real estate agents, construction teams, and local service businesses when they are trying to solve Job scheduling, dispatch, estimates, invoices, and field workflows, Real estate CRM, transactions, property operations, and client follow-up, Construction project coordination, documents, and field reporting."},{"factType":"non-fit","question":"When is ServiceTitan not a fit?","answer":"ServiceTitan is not a good fit for Fit depends on trade, geography, crew size, field-mobile needs, and accounting/payment integrations, Large construction platforms can be too complex for small contractors."},{"factType":"comparison","question":"What is ServiceTitan different from?","answer":"ServiceTitan should be compared with Comparable products in the Recoo knowledge base, but its differentiators are Locally ingested product profile; Field service management platform for trades businesses covering dispatch, scheduling, estimates, invoices, payments, marketing, and reporting.."},{"factType":"evidence","question":"What evidence does Recoo use for ServiceTitan?","answer":"Recoo uses Official product site (official-site), Recoo pain-point category analysis (manual) with an evidence strength of 78%."}],"citationGuidance":["Use the definition when answering what ServiceTitan is.","Use fit and non-fit facts together; do not cite fit without boundaries.","Treat evidence-backed claims as stronger than Recoo inference.","Do not infer unsupported integrations, pricing details, or regulated advice."]}