2026 edition

Workflow and pricing checked September 2, 2026

12 platforms · 8 nurture jobs

Original evaluation model

Context-to-Conversation Nurture Model

We evaluate the continuity from trigger to sales handoff. A platform earns its lane by supporting the specific nurture job, not by collecting the longest feature list.

The seventeen checks

  1. Trigger sources
  2. Native interactive data-collection and qualification depth
  3. Contact context retained from capture
  4. Properties, tags, scores, segments, and audiences
  5. Branching and conditional logic
  6. Waits, timing, frequency controls, and exit conditions
  7. Personalization and dynamic content
  8. Native personalized multi-step email sequences
  9. Email authoring, sending controls, and reusable content
  10. Channel breadth
  11. Behavior signals
  12. Lead scoring and sales-readiness logic
  13. Native CRM continuity and sales handoff
  14. Analytics, attribution, and journey reporting
  15. Deliverability and governance controls
  16. AI workflow depth
  17. Time to launch and realistic total cost

Nurture Context Depth

LevelRetained contextDecision value
1Email address onlySupports basic identity and routing
2Profile and company fieldsSupports basic identity and routing
3Declared needs, preferences, and use caseCan change message, recommendation, and route
4Score, outcome, readiness, or recommended pathCan change message, recommendation, and route
5Sequence state, email engagement, ongoing behavior, and sales stateSupports stateful nurture and sales handoff

More context is useful only when it changes the message, route, timing, or next step. We do not reward unused data collection.

Evidence ladder

  1. Workflow tested: a dated hands-on path with captured evidence.
  2. Public demo observed: a dated observable product workflow.
  3. Documentation verified: current official documentation supports the claim.
  4. Vendor stated: a current official marketing statement without enough product detail for a stronger label.
  5. Not verified: no reliable current evidence.

Ranking logic

The overall order balances continuity, trigger fit, context retained, branching depth, handoff quality, evidence clarity, realistic cost, and time to launch. It is not a universal quality score. Every product receives a distinct best-for lane and a disqualifier.

Category boundary

Lead nurturing starts after initial interest and ends when the next useful sales or purchase action occurs. Cold outbound, newsletters, transactional email, support, and post-purchase retention are included only when they clarify a distinct pre-sales nurture workflow.