Abstract data visualization for audience targeting

340+

acquisition specialists trained since 2019

Lookalike ladders built on scored seeds

Visionengine runs cohort workshops for teams who expand audiences before seeds are ready. Methodology, not miracles.


10

Training programs

94%

Would recommend (internal survey)

6

Years cohort delivery

18

Avg. cohort teams

3

Platform labs


Inclusions

What changes after a cohort

Seed scoring rubrics

Weighted criteria your strategists agree on before any 1% lookalike ships.

Expansion ladders

Tier names, pacing, and refresh triggers documented for handoffs.

Quality gates

Checkpoint reviews and rollback steps when conversion quality drifts.

Creative alignment

Briefs keyed to seed intent so message fit survives broadening.


01 — The flow

From seed audit to expansion sign-off

1

Score and document seed quality

2

Design ladder tiers and exclusions

3

Align creative hooks per tier

4

Run quality gates before scale

5

Refresh on schedule, not panic



From our cohorts

"Seed Scoring Foundations gave me a rubric I could defend to our CMO. The overlap worksheet from week two still lives in our Notion."

Min-jun, Paid social lead, DTC skincare

"Expansion Ladder Planning — tier labels finally match between media and creative."

Sora, Seoul

"B2B SaaS Lookalike Playbook surfaced our PQL definition gaps. Uncomfortable in week one, essential by week four."

Daniel, Head of growth · ★★★★★ ✓

"Agency Lookalike Delivery Kit cut our monthly reporting prep noticeably. Templates need light rebranding."

Client in growth agency