Segment tactics

A segment tactic is a suggested way to create value with one segment, derived from that segment’s insights: the bridge from what’s true about this group to what to do about it. Where an insight observes (“this segment’s purchase cadence has slowed”), a segment tactic recommends (“re-engage them before they lapse”), names the KPIs the move would target, and carries the feature-level evidence supporting it. Segment tactics are per-segment: each one is grounded in a single group’s data, which is what makes them the building blocks of the run-wide actions.

Tactics and actions: two altitudes of one plan

The two levels have clean roles. A segment tactic is the activation atom: one segment, one measured audience slice, one concrete variant of a play. An action is the composition: it unites several tactics into a single strategic play with one combined audience, one value headline, and one measurement plan. Every tactic that contributes to an action appears there with an angle — a one-sentence statement of what that segment’s version of the play is and why it differs from its siblings.

Reading an action’s tactics is the fastest way to judge whether the play rests on solid ground for your priority segments before you commit budget to it.

Where segment tactics live

Segment tactics surface in the Who’s in the audience card of each action. Each row of that card is one contributing tactic — the segment’s name, its angle, and its measured reach — ordered by audience size. They also surface through the MCP tools, so assistants can reason over the same evidence, including each tactic’s evidence scores.

Reading a tactic inside an action

Select a tactic’s row in the audience card and it unfolds inline:

Element	What it tells you
How this segment’s version differs	The variant steps: the concrete adjustments that make the play fit this segment.
Why this segment responds	The segment-level evidence behind the variant, in plain language.
What this could look like	Where available, an example creative in the channel’s native form (see below).
Explore in Discovery →	A link to the segment’s detail view for the persona and insights behind the group.

The feature-level detail behind a tactic’s evidence — the specific data features and their attribution values — is one click away behind the analyst toggle on the action’s evidence card, grouped by tactic. This is the part worth slowing down for: a tactic citing strong, direct feature evidence deserves more trust than one reasoning from a thin signal.

Example creatives

Where enabled for your organization, a tactic can carry example creatives: draft executions of the tactic rendered in their channel’s native form — an email with subject line and CTA, an SMS bubble, a search ad, a landing-page hero, or a social post. They appear under What this could look like inside the tactic’s fold, and exist to make the variant concrete enough to react to.

Note. Offer values in example creatives are tactic recommendations, not approved offers. Treat them as a starting point for your creative team, not finished campaign assets.

People decide, not scores

Segment tactics are AI-generated guidance grounded in your segment data and use case definition. The app itself reminds you that the Neuralift AI assistant can make mistakes. Verify the evidence against what you know of your business, and let human judgment decide what gets budget.

Tip. When a tactic you expected is missing, or one you want isn’t expressible, the cause is often upstream: the measures it would need weren’t part of data preparation. See From insight to action for why, and feature engineering examples for what to ask for.

Next steps

• See how tactics compose into run-wide plays: Actions.
• Revisit the segment behind a tactic: Inside a segment.