Where to start
Enterprise fit is a property of the deployment, not a vendor badge. Start with the systems, permissions and handoffs an agent must use. Then prove a narrow workflow before connecting it to a large account base or multiple regions.
Selection criteria
Governance and access
Ask for permission scope, audit history, retention settings, escalation controls and a process for stopping or reversing actions. Review the actual contract and security documentation.
CRM integrity
Test ownership, record types, duplicate prevention, field mapping and suppression lists in the intended environment. Include failures and recovery, not just the happy path.
Adoption and operating cost
Price administration, implementation, training and ongoing monitoring alongside licenses and consumption.
Products to evaluate
Selected by documented workflow fit. This is not a tested performance ranking; placements are not sold.
Agentforce SDR
CRM-native agent
Evaluate a configurable agent grounded in Salesforce context.
Check before buying: Budget for configuration, permissions and the applicable usage model.
Pricing approach: Platform / usage pricing
Qualified Piper
Inbound agent
Evaluate inbound website and email workflows with defined routing.
Check before buying: Confirm channel scope and account-owner behavior.
Pricing approach: Request pricing
Outreach AI Agents
Sales assistant
Evaluate agents within an existing Outreach selling process.
Check before buying: Check agent access and Amplify packaging.
Pricing approach: Package dependent
Demandbase Agentbase
GTM orchestration
Evaluate coordinated account-based sales and marketing workflows.
Check before buying: Define which agent actions need approval and which are recommendations.
Pricing approach: Request pricing
Conversica
Conversational agent
Evaluate structured conversational follow-up across a large lead pool.
Check before buying: Scope channels, escalation, language requirements and integrations.
Pricing approach: Request pricing
A useful pilot
Select one region, sales motion and record type. Use a controlled cohort and document the baseline manual process. Require accurate CRM outcomes, acceptable conversation quality and a clear incident owner before broadening access. Review opportunity quality with sales managers, not only the project sponsor.
Common buying questions
Does an enterprise label prove security?
No. Request current evidence for your required controls, review the contractual scope and test access behavior. This directory has not audited vendor security.
Should we build or buy?
A configurable platform may fit a distinctive workflow, but your team inherits maintenance. A packaged agent may reduce setup work while limiting customization. Compare both over the full operating lifecycle.
Research and related guides
This guide combines primary-source product research with our editorial evaluation criteria. We have not independently tested vendor performance. Pricing and capability limits can change; inspect the linked profile and confirm the current proposal.
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Continue your buying research
Compare the same products on price, operating model and the work your team retains.