Simulation

Know what converts.
Before you spend a dollar.

Hundreds of OCEAN-calibrated AI buyer simulations. Your real ICP. Your actual page. Ranked conversion blockers in 15 minutes — not 3 weeks of A/B testing.

15 mins
Full panel simulation
1000s
Psychometric personas available
Multi-gate
Quality rubric per finding
$0
Ad spend required

Six steps from ICP to ranked findings

Every simulation goes through the same rigorous pipeline — from psychometric persona selection through quality-gated synthesis to a prioritized report your team can ship from.

01

ICP Research & Profile

We research your brand, product, and competition — then ship a formal ICP profile built for humans, copywriters, and LLMs. Your brief is calibrated before a single persona runs.

02

Psychometric Persona Selection

We select a curated ICP panel — direct buyers, gift-buyers, and adjacent cohorts — each scored on the OCEAN Big Five model. Hundreds of unique AI buyer simulations, built from your real buyer profile.

03

Personas Browse Your Page

Each persona becomes that person and browses your landing page, email, or ad in character. They surface the exact friction that stops real buyers — before any live traffic is committed.

04

Batched Runs & Quality Gates

All personas run in parallel. Every output passes a multi-criterion quality rubric: persona specificity, psychological mechanism, behavioral consistency, and non-genericity. Failing outputs are repaired before they reach you.

05

Synthesis Across Personas

Findings cluster into ranked friction themes across your full ICP panel. Each theme is traceable to specific personas, specific page elements, and specific OCEAN drivers.

06

Actionable Report

A prioritized list of optimizations with projected conversion impact — ranked by lift potential. Plus: persona-specific ad briefs, dark pattern detection, and channel fit recommendations.


Three deliverables. Ready the same day.

Every simulation produces three ready-to-ship outputs — designed to land directly in your design brief, your copy brief, and your stakeholder deck.

Deliverable 01

ICP Profile

A precise buyer map built from your brand, your product, and your competitive landscape. Human-readable and LLM-ready — built for humans, copywriters, and AI tools alike.

Foundation layer

Deliverable 02

Ranked Findings Report

Conversion blockers ranked by reach and revenue impact. Each finding traces back to a specific buyer segment and a specific page element — with a recommended fix.

Ship to design team

Deliverable 03

Persona-Level Briefs

Buyer-perspective narratives for each archetype's decision journey. Paste directly into your creative brief — or into ChatGPT to generate variant copy immediately.

Ship to copy team

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See AI Search →

Run your first simulation

Know exactly how your buyers will respond before your next launch. 30-minute demo, live on your actual page.