RecipeRoots - Family Recipe Preservation

Model: x-ai/grok-4.1-fast

Status: Completed

Cost: $0.053

Tokens: 147,932

Started: 2026-01-03 22:33

06: MVP Roadmap & Feature Prioritization

MVP Definition

MVP: Mobile app for capturing family recipes from photos/voice, standardizing them with AI, and sharing privately within family groups.

Core Problem Solved: Fading handwritten recipe cards and lost oral traditions can't be accurately recreated by younger generations.

Must-Have Features: Photo-to-recipe AI extraction, voice-to-text capture, basic story prompts, AI measurement standardization, private family sharing.
What's NOT in MVP: Family tree visuals, genealogy integrations, video snippets, print-on-demand, advanced backups.

User Success: User captures 1 recipe in <5 min, adds a story, shares with family—all offline-capable.

Business Success: 200 users, 40% D30 retention, 15% free-to-premium conversion, 500 recipes preserved.

Validation Goals: Test AI accuracy (>85% extraction success), family sharing engagement (3+ shares/user), and freemium drop-off points.

Feature Inventory (35 Total)

Feature	User Value	Biz Value	Effort	Deps	Category
Photo-to-Recipe AI	High	High	Med	None	Core MVP
Voice-to-Text Capture	High	High	Low	None	Core MVP
AI Measurement Standardization	High	Med	Med	Photo/Voice	Core MVP
Basic Story Prompts	High	High	Low	None	Core MVP
Private Family Groups	High	High	Med	User Auth	Core MVP
User Authentication	Med	High	Low	None	Core MVP
Recipe Scaling Calculator	High	Med	Low	Standardization	Core MVP
Offline Recipe Access	High	Med	Med	Auth	Core MVP
Substitution Suggestions	Med	Med	Low	Standardization	Quick Win
Photo Attachments	High	Low	Low	Recipe	Quick Win
Family Member Tagging	Med	High	Low	Groups	Quick Win
Email Sharing	Med	Med	Low	Groups	Quick Win
Basic Search	Med	Med	Low	Recipes	Quick Win
Freemium Limits	Low	High	Low	Auth	Quick Win
Feedback Surveys	Low	High	Low	None	Quick Win
Guided Interview Mode	High	High	High	Voice	Major
Recipe Family Tree Visual	High	High	High	Tagging	Major
Collaborative Editing	High	High	High	Groups	Major
Print Cookbook Generation	High	High	High	Recipes	Major
Genealogy API Integration	Med	High	High	Tree	Major
Video Snippet Upload	Med	Med	High	Recipe	Major
Geo Origins Mapping	Med	Low	Med	Tree	Nice
Recipe Timeline View	Med	Low	High	Tree	Nice
Advanced Backups	Low	Med	Med	Recipes	Nice

Value vs. Effort Matrix

Photo AI

Voice Capture

Story Prompts

Scaling

Subs Suggest

PHASE 1 MVP

Interview Mode

Family Tree

Collab Edit

Cookbook Print

PHASE 2-3

Email Share

Basic Search

Quick Wins

Geo Mapping

Video Upload

Don't Build First

Legend: Green=Phase1, Orange=Phase2-3, Light Green=Opportunistic, Red=Defer

Feature Prioritization Scores

Formula: Priority = (User Value × 0.4) + (Biz Value × 0.3) + (Ease × 0.3) | P0 >7.5 MVP

Rank	Feature	User	Biz	Ease	Score	Phase
1	Photo-to-Recipe AI	10	10	6	8.8	MVP
2	Voice Capture	10	9	8	9.3	MVP
3	Story Prompts	9	9	9	9.0	MVP
4	Private Groups	9	10	6	8.3	MVP
5	AI Standardization	9	8	7	8.2	MVP
6	Scaling Calc	8	7	9	8.0	MVP
7	Family Tree	9	9	4	7.7	Phase2
8	Cookbook Print	8	10	4	7.6	Phase2
9	Subs Suggest	7	7	9	7.6	Quick
10	Collab Edit	8	9	3	6.9	Phase3

Phased Development Roadmap

Phase 1: Core MVP (Weeks 1-8)

Objective: Launch mobile-first app enabling 80% of core capture workflow: photo/voice input → AI standardization → family share. Prioritizes emotional hook (preserve now) with low-code React Native/Expo for 4-week build. Unlocks first 500 recipes preserved, validates AI accuracy and freemium uptake.

Feature	Priority	Effort	Week
User Auth (Expo Auth)	P0	2 days	1
Photo-to-Recipe AI	P0	7 days	2-3
Voice Capture (Speech-to-Text)	P0	4 days	3-4
AI Standardization	P0	5 days	4-5
Story Prompts & Groups	P0	5 days	5-6
Offline Access	P0	3 days	7
Testing/Polish	P0	5 days	7-8

Functional capture-to-share flow
100 beta users
>70% workflow completion
0 critical bugs

Deliverable: iOS/Android beta on TestFlight/Google Play.

Phase 2: Product-Market Fit (Weeks 9-16)

Objective: Add quick wins and monetization to boost retention (target 40% D30). Integrate Stripe for premium (unlimited recipes/AI). Test family collaboration to drive viral shares. Achieve 1K users via waitlist + PH launch.

Feature	Priority	Effort	Week
Premium Payments (Stripe)	P0	4 days	9-10
Substitution Suggestions	P1	3 days	10-11
Family Tagging & Search	P1	5 days	11-12
Analytics Dashboard	P1	4 days	13-14
Email Notifications	P1	3 days	14-15

500 active users
40% D30 retention
50 paying users
NPS >35

Deliverable: Monetized app with retention engine.

Phase 3: Growth & Scale (Weeks 17-24)

Objective: Introduce major features for virality (tree visuals, collab). Optimize acquisition via referrals. Target 5K users, $5K MRR through family plans and gifting.

Feature	Priority	Effort	Week
Recipe Family Tree	P0	8 days	17-19
Referral Program	P0	4 days	19-20
Guided Interview	P1	6 days	20-22
Basic Print Integration	P1	5 days	22-24

2K users
$5K MRR
Viral coef >0.4
Churn <8%

Deliverable: Growth-ready platform.

Phase 4: Expansion (Months 7-12)

Objective: Enterprise features like genealogy APIs, advanced print, legacy tools. Scale to 20K users, $20K MRR via partnerships (Ancestry). Prep for Series A.

Key Features: Video, Geo Mapping, Collab Full, API Access, White-Label.

10K users | $20K MRR | 3 enterprise pilots

Technical Implementation

Feature	AI Approach	Tools	Complexity	Cost/User
Photo-to-Recipe	OCR + GPT-4V	Google Vision + OpenAI	Med	$0.15
Voice Capture	Speech-to-Text	Whisper API	Low	$0.08
Standardization	Prompt Engineering	Claude 3.5	Med	$0.10

Low-Code Savings (20-30 days): Expo (React Native), Supabase (Auth/DB), Stripe, Resend Email. Total MVP: 6 weeks vs 12.

Component	Monthly (500 users)
Expo/Hosting	$50
Supabase	$100
AI APIs	$400
Total	$650 ($1.30/user)

Development Timeline

Week 1-2:  Foundation (Auth/DB)
Week 3-5:  Core AI/Capture
Week 6-7:  Polish/Offline
Week 8:     Beta Launch
Week 9-16:  PMF Features
Week 17+:   Growth

Key Milestones

M1 Week2: Auth/DB live
M2 Week5: AI workflow E2E
M3 Week7: Beta ready, 50 testers
M4 Week8: Public beta, 200 users
M5 Week16: PMF metrics hit
M6 Week24: Scale ready, $5K MRR

Resource Allocation

Phase	Team	FTE
1 (1-8w)	Founder Dev + Part Designer	1.25
2-3 (9-24w)	+ Full-Stack, Part ML	2.5

Skills: React Native (core), AI Prompts (no outsource), Design (outsource).

Risk Management

Risk	Severity	Mitigation
AI Accuracy Low	🔴 High	Human edit fallback, 85% threshold, test 100 cards Week1
Scope Creep	🟡 Med	Lock MVP spec, parking lot doc
API Costs Spike	🟡 Med	Caching, GPT-3.5 fallback, $0.50/user cap
Burnout	🔴 High	Weekly buffers, outsource UI
Low Adoption	🔴 High	Pre-launch waitlist 1K, PH/Mother's Day

Launch Strategy

Pre-Launch (W6-7):

Waitlist landing (500 signups)
Demo video (Grandma interview)
PH prep, Reddit outreach

Beta/Public (W8-12):

Staged beta (100 users)
PH top5 aim, HN/IndieHackers
$1K ads (FB elder care groups)

Post-Launch: Weekly cohorts, 25 interviews, iterate UX.

Success Metrics by Phase

Phase 1: 100 betas | 75% onboarding | 8/10 satisfaction

Phase 2: 500 users | 40% D30 | 50 paid | NPS>35

Phase 3: 2K users | $5K MRR | Viral>0.4 | Churn<8%

Post-MVP Vision

Months 4-9: PMF refine → Mobile polish, 5K users, $10K MRR
Months 10-15: Enterprise → APIs/print, 20K users, $40K MRR, Series A
18-24mo: Platform w/ ecosystem, intl, acquisitions (Ancestry target)