Living Document · Updated April 2026
From Zero to Industry Standard
The phased plan to make MotoPartPicker the first place every rider goes before buying an aftermarket part — bootstrapped to $1.6M ARR in three years.
36
Months to Platform
300K
Target MAU Year 3
$1.6M
ARR Year 3
6
Roadmap Phases
500+
Bikes Covered
02
Growth Trajectory
Year 1
25K
Monthly Active Users
$30K
Annual Revenue
50
Bikes Covered
Infrastructure: <$100/mo
Team: 1–2 people
Team: 1–2 people
Year 2
100K
Monthly Active Users
$422K
Annual Revenue
200
Bikes Covered
Infrastructure: ~$500/mo
Team: 3–5 people
Team: 3–5 people
Year 3
300K
Monthly Active Users
$1.6M
Annual Revenue
500+
Bikes Covered
Infrastructure: ~$2K/mo
Team: 6–10 people
Team: 6–10 people
03
Roadmap Phases
Phase 0 · Months 1–3
Foundation — "Build the Data"
The work nobody sees but everything depends on
20Bikes in DB
1,000Verified Records
40+Parts per Bike
PrototypeLive
Product
- Bike database (top 20 bikes)
- Parts compatibility schema
- Community verification system
- Basic compatibility lookup
Business
- Manually seed data for top 20 bikes
- Set up affiliate accounts (RevZilla, Rocky Mountain, Partzilla)
- Begin content creation
Milestone
"A rider can select their bike and see verified parts with confidence scores."
Phase 1 · Months 4–6
MVP Launch — "Prove the Value"
Ship it. Watch real riders use it. Learn fast.
2,000MAU
100Community Contributions
50Affiliate Clicks/Week
Product
- Full bike selector
- Parts discovery with confidence badges
- Multi-retailer price comparison
- Outcome-based entry for beginners
- Community verification with reputation
- Mobile-responsive design
Growth
- Launch on Reddit & forums
- SEO content campaign begins
- Target 2,000 MAU
Milestone
"Maria can find frame sliders for her Ninja 400 in under 3 minutes."
Phase 2 · Months 7–12
Community & Content — "Build the Flywheel"
Turn users into contributors. Content compounds.
25KMAU
5,000Verified Records
$5K/mo Affiliate Revenue
500Shared Builds
Product
- Build system (save/share builds)
- Popular builds feed
- User profiles
- Advanced search & filters
- Install guides
- Notification system
Growth
- First affiliate revenue
- SEO gaining traction
- YouTube partnerships
- 25K MAU target
Milestone
"A rider can plan a full build, see what's compatible, and buy everything in one session."
Phase 3 · Months 13–18
Monetize & Partner — "Prove the Business"
Flip the revenue model. Retailers pay for data quality.
50KMAU
20KVerified Records
$15K/mo Revenue
10Retail Partners
Product
- Retailer partner portal
- Fitment intelligence API
- Bulk data upload for retailers
- Advanced analytics dashboard
- Retailer subscription billing (Stripe)
Business
- Launch Verified Partner program ($299/mo)
- Sign first 10 retailers
- Begin manufacturer outreach
Milestone
"Diana's team reduces fitment returns by 5 percentage points using our data."
Phase 4 · Months 19–24
Scale — "Expand the Moat"
Build defenses. PWA. International. Conflict detection.
100KMAU
$35K/mo Revenue
30Retail Partners
5Manufacturer Partnerships
Product
- Modification stacking (conflict detection)
- Manufacturer verification portal
- White-label compatibility widget
- Cost calculator with price alerts
- Mobile app (PWA)
Business
- 100K MAU, 200 bikes covered
- Manufacturer partnerships
- Explore international (UK, AU)
Milestone
"MotoPartPicker is the first place riders go before buying any aftermarket part."
Phase 5 · Months 25–36
Platform — "The Standard"
API ecosystem. Shop integrations. Data licensing. $1.6M ARR.
300KMAU
100KVerified Records
$130K/mo Revenue
500+Bikes
50+Retail Partners
Product
- Full API ecosystem
- Shop integration (local install services)
- VIN decode
- Advanced recommendation engine
- Data licensing program
Business
- 300K MAU
- $1.6M ARR
- 50+ retail partners
- Industry standard positioning
Milestone
"Retailers consider MotoPartPicker integration a competitive requirement."
04
Swimlane View
| Lane | Ph 0 M1–3 |
Ph 1 M4–6 |
Ph 2 M7–12 |
Ph 3 M13–18 |
Ph 4 M19–24 |
Ph 5 M25–36 |
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Product |
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Growth |
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Revenue |
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Team |
Solo founder | Founder + PT community mgr | Founder + community mgr | +1 Partnership lead | +2 Engineers | 6–10 FTE |
Partnerships |
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05
North Star Metrics
01
Verified Compatibility Records / Month
The core supply metric. Drives every downstream value proposition — more records means more confident riders and fewer returns.
02
Research Time Saved Per User
The demand metric. Measures whether we're genuinely replacing hours of forum-digging with a 3-minute lookup.
03
Affiliate Conversion Rate
Revenue signal in Phase 1–2. High conversion proves that our data quality translates to purchase intent.
04
Retailer Return Rate Reduction
The B2B value proof. Every percentage point of return reduction is directly quantifiable cost savings — our strongest sales argument.
05
Community NPS
Long-term health signal. A high NPS in the rider community is our best acquisition channel and our defense against well-funded incumbents.
06
Risk Register
| Risk | Likelihood | Impact | Mitigation |
|---|---|---|---|
Data Quality Erosion Community-submitted errors degrade trust scores |
High | High | Reputation-weighted verification; graduated confidence scores; manual audit queue for flagged records. Trust is the product. |
Community Engagement Stall Early adopters don't contribute or contribute inconsistently |
Medium | High | Gamification loop, contributor profiles, and direct outreach to power users on Reddit/ADVrider from day one. Make contribution feel like identity. |
Affiliate Commission Cuts RevZilla / Amazon reduce commission rates |
Medium | Medium | Diversify to 4+ affiliate programs by end of Phase 1. Phase 3 retailer subscriptions provide non-affiliate revenue base by Month 13. |
Incumbent Response RevZilla, Cycle Gear, or OEMs copy the feature |
Medium | Medium | Neutral positioning is the moat — incumbents can't credibly be neutral. Community data network effects create switching costs. Move to API standard by Phase 5. |
Seasonal Traffic Variability March–June peak creates non-linear cost and revenue spikes |
High | Low | Auto-scaling infrastructure. Use off-season (Oct–Feb) for major feature work and data seeding. Pre-provision by late February each year. |
07
Investment Thesis
Stage 1 — Phase 0–1
$0–8K
Bootstrapped
Months 1–6
Solo founder + hosting costs. Affiliate revenue offsets infra. No outside capital needed to reach MVP.
Solo founder + hosting costs. Affiliate revenue offsets infra. No outside capital needed to reach MVP.
Stage 2 — Phase 2–3
$50–100K
Optional Seed
Months 7–18
Accelerates community manager hire and content production. Optional — Phase 3 revenue may fund this organically if growth holds.
Accelerates community manager hire and content production. Optional — Phase 3 revenue may fund this organically if growth holds.
Stage 3 — Phase 4–5
$500K–1M
Seed / Series A
Months 19–36
Required only if pursuing aggressive international expansion and API ecosystem at scale. Triggered by reaching 100K MAU and $35K/mo.
Required only if pursuing aggressive international expansion and API ecosystem at scale. Triggered by reaching 100K MAU and $35K/mo.
08
Resource Reality
Phase 0–2
Solo Developer + Part-Time Community Manager
The founder handles all product, engineering, and growth. A part-time community manager (contractor, ~10 hrs/week) handles moderation, contributor outreach, and forum presence. This is the maximum viable team for bootstrapped Phase 0–2. Efficiency comes from tight scope and ruthless prioritization.
Phase 3
First Critical Hire: Dedicated Partnership Lead
Retail partner relationships cannot be managed part-time. A dedicated partnership lead is required to sign and retain the first 10 retail partners. This is the hire that unlocks the subscription revenue model. Timing: hire at the start of Phase 3 or when MRR exceeds $10K.
Phase 4
Scale Requires +2 Engineers
PWA development, white-label widget, conflict detection engine, and international localization cannot ship without engineering support. Two additional engineers (1 backend/infra, 1 frontend) unlock Phase 4 in parallel with Phase 3 revenue compounding.
Phase 5
Full Team: 6–10 FTE
Platform phase requires engineering depth for API ecosystem and VIN decode integration, a data team to manage licensing contracts, and a sales function for enterprise retail and OEM relationships. Team composition scales with revenue, not ahead of it.