What Is Bike Matrix and How Does It Work?
89% of cyclists hesitate or abandon a cart when they’re unsure whether a part will fit their bike. Bike Matrix is the compatibility engine that removes that uncertainty — and the data behind it comes from manufacturers like you.
The Problem Bike Matrix Solves
Buying a replacement part for a bike is surprisingly complicated. Will this cassette fit my drivetrain? Is this bottom bracket compatible with my frame’s shell standard? Does this brake caliper match my mount type? These are questions that cyclists — and often shop staff — cannot easily answer without technical knowledge they may not have.
The result is hesitation, lost sales, costly returns, and eroded trust in online retail. Studies around Bike Matrix’s own platform data show that 89% of customers hesitate or abandon carts when compatibility is unclear.
Bike Matrix was built to fix this at scale.
What Is Bike Matrix?
Bike Matrix is a B2B SaaS compatibility engine for the cycling industry. It answers the question “will this part fit my bike?” at the point of purchase, using structured compatibility data submitted by manufacturers.
Retailers integrate Bike Matrix via a Shopify App or API. Once live, a customer selects their bike (by brand, model, and year), and the retailer’s catalog is instantly filtered to show only compatible parts. Incompatible products are hidden or flagged. The question “will it fit?” is answered before the customer has to ask.
As of June 2026, Bike Matrix currently covers:
- 105.000+ bikes
- 160.000+ parts
- 18 compatibility categories, including chain, cassette, bottom bracket, brakes, axles, tyres, and wheels
How Does Bike Matrix Work?
The system operates as a compatibility database that sits between manufacturers and retailers:
- Manufacturers submit product data
Bike manufacturers provide frame and build data: axle type, brake mount type, bottom bracket standard, derailleur hanger spec, wheel size — per model and per model year. Component and parts manufacturers provide compatibility attributes for each article: sizes, shapes, standards.
This data is stored securely in Bike Matrix’s database and is not exposed in API calls — only the compatibility logic (yes/no per bike-part combination) is surfaced to retailers.
- Retailers integrate the engine
Via Shopify App or API, retailers connect their catalog to Bike Matrix. The integration maps their SKUs to the compatibility data submitted by manufacturers.
- Customers filter by their bike
On any retailer running Bike Matrix, a customer selects their bike. The page instantly filters to show only the parts that are confirmed compatible. The customer sees a curated selection, not an overwhelming catalog with uncertain compatibility.
Why Bike Matrix Matters: The Business Case
Bike Matrix has published A/B test data from BIKE24 — one of Europe’s largest online cycling retailers — across 6.6 million sessions over 50 days:
Metric | Result |
Conversion rate increase | +69% |
Increase in ARPU among parts shoppers | +89.4% |
Average order value uplift | +12.1% |
Return rate reduction | -10% |
BIKE24’s CEO described Bike Matrix as “an industry standard in the cycling sector.” Other retailers live on the platform include Pushys (Australia) and Fahrrad-Teile Shop.
The return rate reduction is particularly notable. When customers are confident a part is compatible before purchasing, they return it less often. For any brand whose products are sold online, reduced returns mean lower costs and higher net revenue per unit.
What Happens If Your Products Are Not in Bike Matrix?
When a retailer running Bike Matrix filters by a customer’s bike, only products confirmed as compatible appear. If your brand or product range is not in Bike Matrix — or if your compatibility data is incomplete or outdated — your products are invisible in those filtered searches.
This is not a marginal risk. As Bike Matrix becomes more widely adopted, the filtered view becomes the default shopping experience for parts buyers at connected retailers. Competitors with accurate, complete compatibility data will appear; products without it will not.
Given that BIKE24 alone runs over 6.6 million sessions, the scale of visibility at stake is significant.
Is Bike Matrix Free for Manufacturers?
Yes. Participation in Bike Matrix is free for both bike manufacturers and component/parts manufacturers. There is no fee to submit compatibility data or to have your products included in the engine.
The process is contact-led: start with a discovery call, then submit your data. No technical integration is required on the manufacturer side.
Retailers pay for access to the Bike Matrix engine via the Shopify App or API integration.
Bike Matrix and Product Data Management
Managing compatibility data accurately across hundreds of SKUs and multiple model years is operationally demanding. Bike brands need to track axle standards, brake mounts, and BB shell specs per model per year. Component brands need to map attributes across entire product ranges.
When this data is managed in spreadsheets or submitted manually, it is prone to gaps, errors, and delayed updates. A model year transition or a spec change can result in months of inaccurate compatibility data on retailer sites.
Purpose-built cycling PIM/PLM systems address this. Software solutions like NOCA store all relevant specifications — axle standards, brake mount types, bottom bracket standards, derailleur hanger specs — in a structured, governed single source of truth. When this data is maintained centrally, exporting to Bike Matrix is a controlled, automated process rather than a manual spreadsheet submission. A spec change is updated once and pushed to Bike Matrix from there, keeping retailer compatibility filters accurate.
Learn more about how NOCA and Bike Matrix can work together here.
Master your product data with the NOCA portal
Ensure everyone uses the same, consistent, and up-to-date product data across your organisation and the data is synchronised across marketing and sales channels – like Bike Matrix – to create less manual work and more revenue.
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