conversion
Conversion record vs path goal: measure success vs teleport the contact
A conversion record counts success; a path goal jumps or exits the contact — measurement is not control flow.
Amir Hosseini
Sep 23, 2026 · 6 min read
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The Leadara Approach
Guides on audiences, journeys, and measurement — written for marketers who ship.
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frequency capping
Cost cap vs frequency cap: budget guard vs message-count guard
FC protects the person; cost cap protects SMS budget — a per-person-safe blast can still burn the month.
Reza Ahmadi
Sep 23, 2026 · 7 min read
segmentation
Over-segmentation vs conditional content: more lists or smarter blocks
New segments only when entry or channel differs; for copy differences, use conditional blocks in one send.
Niloofar Karimi
Sep 23, 2026 · 7 min read
More articles
onboarding
Onboarding priority vs promotional nurture: which workflow wins when both fire
When welcome and a sale blast both fire, onboarding wins — suppress promo until the welcome goal ends.
Amir Hosseini
Sep 23, 2026 · 7 min read
lead scoring
Fit score vs engagement score: who they are vs what they do
Fit grades who they are; engagement grades what they do — keep both separate before sales handoff.
Sara Moradi
Sep 23, 2026 · 7 min read
profile filter
Skipped for profile filter vs journey exit: still scheduled vs left the path
Failing a profile filter usually skips an action; exit removes the person from the path. Do not conflate them in funnels.
Amir Hosseini
Sep 23, 2026 · 3 min read
events
Every event vs once within a window: fire on each signal or throttle enrollment
Every event enrolls on each fire; once-within throttles enrollment so noisy streams do not spam. Different from send caps.
Reza Ahmadi
Sep 23, 2026 · 7 min read
re-entry
Flow re-entry once vs cooldown window: never again vs after N days
Once-only never restarts the flow; cooldown allows re-entry after N days. Configure on the trigger, not a fragile filter.
Amir Hosseini
Sep 23, 2026 · 7 min read
profile filter
Message additional filter vs flow profile filter: one step guard vs whole-path guard
Flow filters guard the path; additional filters lock one message. A skip is not automatically an exit.
Niloofar Karimi
Sep 23, 2026 · 4 min read
trigger split
Trigger split vs conditional split: this event’s data vs the profile’s history
Trigger splits branch on the enrollment event; conditional splits branch on profile history. Use each for the right question.
Sara Moradi
Sep 23, 2026 · 5 min read
holdout
Global journey holdout vs per-journey holdout: platform-wide control vs one-path A/B control
Global holdout measures the journey program; per-journey holdout measures one path. Scope is everything.
Amir Hosseini
Sep 23, 2026 · 7 min read
flow entry
On-flow-exit entry vs event entry: hand-off from finished trip vs fresh behavior signal
On-flow-exit hands off after a trip ends; event entry starts on a live behavior signal.
Reza Ahmadi
Sep 23, 2026 · 6 min read