Fit Intelligence Platform

The First End‑to‑End Fit Intelligence System.

Connecting bike geometry and rider measurements from purchase decision to post‑ride optimization.

Free to start. No credit card required.
perfectbike.app / fit / canyon-spectral
2025 mtb
Canyon Spectral
Size M
Match
81% Fit Score
Fit Analysis
Reach
450mm(-1mm)
Essentially perfect reach
Stack
610mm(+37mm)
Stack is notably high
Overall Assessment

Great match with minor cockpit adjustments

Why This Bike Fits You
1 Reach is 1mm shorter than your 451mm target — excellent
2 Stack is 37mm above your 573mm target
3 81% fit score — great match with minor cockpit adjustments
Geometry & Specs (Size M)
450
Reach (mm)
610
Stack (mm)
64°
Head Angle
78°
Seat Angle
1225
Wheelbase
440
Chainstay
160mm
Front Travel
150mm
Rear Travel

From guessing to dialed.

Size charts estimate. PerfectBike analyzes.

Traditional Sizing vs. PerfectBike

Traditional Sizing

Small5'1" – 5'5"
Reach: 430mm
Medium5'5" – 5'9"
Reach: 455mm
Large5'9" – 6'1"
Reach: 475mm
X‑Large6'1" – 6'4"
Reach: 495mm
XX‑Large6'4" – 6'7"
Reach: 520mm

Height-based ranges. No geometry context. A 5'9" rider with long arms gets the same recommendation as one with a short reach.

PerfectBike Analysis

Evil The Offering
Size S · MTB Trail
Match
78% Fit
Reach
445mm (+2) ✓
Cockpit Stack
755mm ⚙
Frame Stack
612mm ✓
Bar Rise Adj.
+25mm needed
Recommended Adjustments
Headset SpacerseasyFree
Handlebar Risemoderate~$40–$180
Saddle PositioneasyFree
Est. $40–$180 · 45 min total
✓ Match confirmed
Bar-rise adjustment achieves target cockpit stack
78%

How PerfectBike Works

Structured inputs. Model-specific geometry. Objective verdicts.

Three precision engines working together — from your body to your ideal cockpit position.

01 — Measure

Rider Measurements

Structured inputs and proportional analysis define your ideal fit profile — reach targets, stack targets, and cockpit feel preference. AI vision or manual entry.

02 — Analyze

Geometry Engine

Model-specific frame geometry evaluated against your targets. Real math on real data — not a height-based guess.

03 — Verdict

Fit Report

Clear, objective outputs — before you buy and after you ride. Fit score, delta analysis, adjustment costs, and negotiation leverage on used bikes.

Full Lifecycle

Before You Buy. After You Ride.

PerfectBike covers both sides of the purchase — fit intelligence that stays with you.

Pre‑Purchase

  • Compare models and sizes with your body as the constant
  • Analyze used listings for fit and negotiation leverage
  • Reduce buyer's remorse with data‑backed decisions
  • Validate geometry before committing to purchase

Post‑Purchase

  • Optimize cockpit setup — saddle, bars, stem
  • Address discomfort with targeted pain diagnosis
  • Fine‑tune ride characteristics as you evolve
  • Maintain fit over time with your stored profile

Built for Everyone Who Touches a Bike

Individual. Shop. Industry.

From one rider finding the right frame to global retailers replacing their size charts.

Individuals & Families

Find the right bike — or dial in the one you have.

Free
to get started
  • AI body scan
  • New bike matching · all brands
  • Used bike fit checker
  • Pain diagnosis & fix recommendations
  • Shareable fit reports
  • One account, label scans by rider
Token Pricing
Per use: $2.00/fit
Starter · 5 tokens · $9 ($1.80/fit)
Rider · 10 tokens · $17.50 ($1.75/fit) ★
Season · 15 tokens · $24 ($1.60/fit)
Get Your Fit — Free
Coming Soon

Shop

For bike shops fitting multiple riders with branded reports.

Pro
pricing coming soon
  • Everything in Individual
  • Multi-rider profiles
  • Shop branding on fit reports
  • Customer fit history
  • Priority support
Join the Waitlist
Coming Soon

Industry

White-label fit intelligence for retailers and manufacturers.

License
custom pricing & API access
  • White-label fit widget
  • Embed on product pages
  • Replace generic size charts
  • Fit intelligence API
  • Custom geometry ingestion
  • Analytics & conversion tracking
Contact for Licensing

Geometry data from leading manufacturers

What Riders Say

Trusted by riders who refuse to guess on fit.

Real cyclists. Real fits. Real savings.

★★★★★

"Found a used Bronson on Pinkbike. PerfectBike told me the reach was 12mm long and I'd need a shorter stem. Negotiated $150 off. Paid for itself instantly."

M
Marcus T.
Trail rider · Colorado
★★★★★

"I've spent $400 on bike fits at shops. This gave me the same level of detail from a phone photo. Reach prediction was within 1mm of my Retül fit."

S
Sarah K.
Road cyclist · Austin, TX
★★★★★

"Was between Medium and Large Ripmo. PerfectBike showed the Large fit my proportions way better with a bar-rise swap. Best riding decision I've made."

J
Jake R.
Enduro · Bellingham, WA

FAQ

Common questions

Everything about getting your perfect fit — whether you're a rider, a shop, or an industry partner.

PerfectBike uses AI vision to analyze your body proportions — torso, arm reach, inseam — then matches against a growing database of bike geometries from major brands. You get a precise fit verdict with reach, stack, and cockpit recommendations. Not a size chart — real geometry math.

Yes — your first use of every workflow is completely free. After that, token packs start at $9 for 5 fits. No subscription required, no credit card to get started.

Absolutely. Paste any Pinkbike, Facebook Marketplace, or Craigslist URL. You get a fit verdict, required adjustments with cost estimates, and concrete negotiation leverage.

Mountain bikes (hardtail & full suspension), gravel, road, commuter, and eBikes across a growing catalog of major brands — new models added regularly.

Coming soon. Our Industry tier will provide a white-label fit widget and API that replaces generic size charts on retailer and manufacturer product pages. Contact us to join the waitlist.

Reach predictions validated within 1mm of professional Retül fitting systems. All key measurements from a single photo.

Ready to dial it in?

Free to start. No credit card required.