Session:

23 personas · 25 features · 295 interviews

Panel (23 Voices)

Jaylen Carter

19 · Gen Z · impulse

Sofia Reyes

22 · Gen Z · social

Marcus Webb

24 · Gen Z · analytical

Priya Naidu

28 · Millennial · optimizer

DeShawn Phillips

31 · Millennial · anxious

Hannah Lindqvist

30 · Millennial · contrarian

+ 17 more personas

Fixtures

Kenji Yamamura

ADHD · Accessibility

ARIA-7

AI Agent · Patel HH

Ruth Alemayehu

Wise Customer · Ex-VP

Focus Group Session Overview

FG4 — Memory Types

Features

Personas

295

Interviews

Phases

Session Description

This focus group session evaluated 25 features across the behavioral memory taxonomy. The session included comprehensive persona interactions, competitive landscape analysis, and multi-gate validation through security, commercial, and technical debt assessments.

Key Outcomes

✅ 7 features approved for MVP release
⚡ 18 features prioritized for V1
⚠️ 5 high-priority PDR items logged
🎯 Competitive differentiation validated

Phase Completion

✓ P0 Intake✓ P1 Intro✓ P2 Features✓ P3 Interviews✓ P4 Scoring✓ P5 Gate 1✓ P6 Gates✓ P7 WSJF

F1My Shopping MemoryMVP10 questions · 18/23 consensus

Hannah Lindqvist

"The problem is not that they watch — it is that they watch and pretend they don't." Frames it as surveillance without a warrant.

Q1 — Problem

Ruth Alemayehu (Wise Customer)

"This is the feature that proves the platform means it when it says 'transparency is the product.' If this feels like a settings page nobody visits, it fails."

Q3 — MLV · Ruth Check

Panel Support

18/23

F2Privacy Dial ScreenMVP10 questions · 20/23 consensus

DeShawn Phillips

"I need to see what they're doing before I trust it. Show me the receipts."

Q2 — Trust

Panel Support

20/23

23 more features · Select from timeline or filter

📄

Persona Roster (Markdown)

23 personas·Updated Feb 16

Detailed descriptions of all 23 consumer personas including demographics, archetypes, AI stance, and behavioral patterns.

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Persona Roster (JSON)

27.8 KB·Machine-readable

Structured data export for persona integration with simulation and scoring engines.

Phase 1 — Consumer Intro

10.4 KB·Feb 16

Phase 2 — Features Presentation

64.4 KB·Feb 16

Phase 3 — Interviews (5 batches)

316.9 KB total·Feb 16

Phase 4 — Scoring & Synthesis

44.1 KB·Feb 16

Phase 5 — Gate 1 (MLV/MLF)

65.9 KB·Feb 16

Phase 6 — Multi-Gate Review

330.6 KB·Feb 16

Phase 7 — WSJF Prioritization

45.0 KB·Feb 16

Phase 8 — Retest

75.2 KB·Feb 16

⚠️

PDR Log (Markdown)

3.0 KB·5 items

Problem / Decision / Risk register tracking critical issues, architectural decisions, and risk mitigation strategies.

🎯

Competitive Landscape Analysis

3.2 KB·Feb 16

Detailed competitive positioning analysis comparing features against Amazon, Meta, Google, and emerging players.

📐

Level of Effort Assumptions

2.6 KB·Feb 16

Implementation effort estimates and complexity assumptions for each feature.

📁

All Session Files

Session Files (42 total)

+ View in file system for full directory access

Session Overview

Features

295

Interviews

MVP

PDR Items

Key Tensions

HIGHPrivacy as surveillance vs. intelligence
HIGHRevenue impact of anti-regret features
MED12 consent toggles — UX vs. granularity
MEDCold-start: bidirectional loop chicken-egg

PDR Log (Top Items)

PDR-002 · RISK · W4

Amazon COSMO productization threat — differentiation narrows to behavioral enrichment

PDR-003 · RISK · W3

12 memory consent toggles create UX complexity conflicting with "simple by default"

PDR-004 · RISK · W3

Bidirectional p1/p2 loop has chicken-and-egg cold-start problem

AI Stance Distribution

ForwardPragmaticCautiousResistant

Quick Links