Recurrent
Recurrent Motors is a Seattle-based EV data analytics company that uses machine learning on aggregated cross-brand telematics to produce standardized battery health reports and Range Scores for EV owners, used EV shoppers, and dealerships in the US market.
- Company typePrivate
- Founded2020
- HeadquartersSeattle, United States
- Headcount11–50
- GTM typeB2B and B2C
- OfferingSoftware
What Recurrent does
Recurrent Motors, Inc. is a Seattle-based, remote-first data analytics company founded in 2020 that provides independent battery health and range assessments for used electric vehicles. The company serves three customer segments: individual EV owners who connect their vehicles through a free consumer app (Vehicle Insights) to track battery state and range over time; used EV shoppers who use the EV Shoppers Tool for data-backed vehicle research; and EV dealerships and auction providers that license Battery Reports, Range Score certificates, and dealer retailing tools to value used EV inventory and communicate battery condition to buyers. Its underlying platform ingests telematics via a third-party API partner (Smartcar) approximately three times daily from 30,000+ connected vehicles, accumulating over 1.1 billion miles of cross-brand driving data used to train machine learning models that predict battery degradation, expected range, and three-year range retention.
Recurrent monetizes primarily through B2B subscription revenue from dealers and auction partners (B2B Dealer Reports), supplemented by transaction facilitation via its Sell With Recurrent service and freemium upsell from its free consumer tier. Its proprietary outputs include the standardized Range Score metric and the Recurrent Price Index for used EV market valuation. The company has raised roughly $24M in cumulative venture and grant funding, most recently a $16M Series A in January 2024 led by ArcTern Ventures, with strategic backing from CarMax, AAA Washington, Hearst Ventures, Goodyear Ventures, and integration partnerships with Experian, J.D. Power ALG, and Black Book. Recurrent operates exclusively in the United States, is led by co-founder and CEO Scott Case (formerly COO of EnergySavvy) and co-founder/CTO Kyle Rippey, and functions as a 14-person organization focused on building the data layer for used EV transparency and pricing.
Recurrent firmographics
Firmographics- Name
- Recurrent
- Legal name
- Recurrent Motors, Inc.
- Website
- https://recurrentauto.com
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Recurrent Motors is a Seattle-based EV data analytics company that uses machine learning on aggregated cross-brand telematics to produce standardized battery health reports and Range Scores for EV owners, used EV shoppers, and dealerships in the US market.
- Ownership category
- akta.pro rank
Recurrent industry classification
Industry- Product category
- EV Battery Health Analytics
- NAICS
- Other Automotive Repair and Maintenance (81119)
- SIC
- Instruments For Meas & Testing Of Electricity & Elec Signals (3825)
- akta.pro primary industry
- Testing, Grading & State-of-Health (SoH) Diagnostics (EOL Assessment, Certification) (EUAFACAH)
- akta.pro secondary industries
- Lifecycle Analytics, LCA & Circularity Consulting (Footprinting, Material Flow Analysis) (EUAFACAK), Battery & EV/Hybrid Preventive Maintenance (Battery Health/High-Voltage Inspection) (TLAKAGAJ)
Keywords
Where Recurrent is headquartered
LocationHeadquarters
- HQ city
- Seattle
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Recurrent business model
Business model- GTM type
- B2B and B2C
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations
Revenue model
- B2B Dealer Reports: Selling battery health reports and Range Score certificates to EV dealerships for use in used EV inventory valuation and consumer-facing transparency.
- EV Transaction Facilitation: Facilitating transactions between EV sellers and buyers, capturing value through the sale of battery reports and enabling trust in used EV purchases.
- Consumer Freemium (Vehicle Insights): Free tier for individual EV drivers (Vehicle Insights) providing basic battery health data; monetization through upsell to premium B2B dealer offerings or expanded reports.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Pay-as-you-go | Free tier for individual EV owners |
Go-to-market motion2 records
Distribution channels2 records
Marketing channels8 records
Recurrent product offering
Product offeringCore offering
Recurrent provides battery health analysis and EV market intelligence for used electric vehicles. Its core product is Vehicle Insights (Battery Reports), available as One-time Reports or Monthly Reports, which use machine learning models trained on cross-brand telematics and charging data to produce a proprietary Range Score metric and battery degradation forecasts. The company also sells dealer-facing battery health reports and an EV Price Index used in used EV valuation.
Product overview
Recurrent offers a unified platform providing battery health analysis and EV market intelligence for used electric vehicles. The core product is Vehicle Insights (Battery Reports), available as One-time Reports or Monthly Reports for ongoing monitoring. The platform integrates a proprietary Range Score metric and Recurrent Price Index for market valuation. Three customer segments are served: EV owners receive ongoing battery monitoring, EV Shoppers access data-backed vehicle research tools, and Dealers receive retailing tools including battery health reports. The Sell With Recurrent service connects sellers directly to buyers using Recurrent's data. The company also runs an Enhanced Analytics Program funded by NSF for advanced battery research. Data collection occurs via Smartcar API integration, processing vehicle telematics approximately 3 times daily from over 30,000 connected vehicles across the United States.
Differentiator
Problem solved
Functional benefit
Products and services
- Vehicle Insights (Battery Reports) Recurrent's primary offering providing ongoing battery health analysis and range predictions for connected electric vehicles, generating visual reports on current battery state, expected range, and projected range over time.
- One-time Reports Single battery health reports for EV buyers or sellers seeking a one-time assessment of a specific vehicle's battery condition and expected range without ongoing monitoring.
- Monthly Reports Recurring battery health reports delivered periodically to EV owners who connect their vehicles to the Recurrent platform, providing ongoing tracking of battery state and range estimates over time.
- Range Score A proprietary scoring system that rates EV battery health and expected range retention, used to help buyers and sellers understand vehicle condition and value.
- Recurrent Price Index A market metric tracking used EV pricing trends, providing valuation guidance based on real-world data from the Recurrent vehicle network.
- Sell With Recurrent A service connecting EV sellers with a network of buyers, where sellers receive offers from EV experts based on battery health data and market analysis.
- EV Shoppers Tool Real-world EV data and battery health information tools for consumers researching new or used electric vehicles, helping shoppers find the right car with data-backed insights.
- Dealers Tool New and used EV retailing tools for dealerships including battery health reports and EV insights to help dealers accurately value and sell electric vehicles.
- Enhanced Analytics Program A research initiative where select volunteer vehicles are equipped with OBD plug-in devices for detailed battery research, funded by the National Science Foundation grant.
Quantifiable outcome
- Over 1.1 billion miles of driving data and 30,000+ connected vehicles powering battery health models
Companies that use Recurrent
Customer profileSegments3 records
Ideal customer profiles3 records
Recurrent technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration1 record
AI capability2 records
Feature3 records
Recurrent partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered core.
- Del Grande Dealer GroupcoreDel Grande Dealer Group is a multi-franchise automotive dealership group. Recurrent's battery health reports are integrated into Del Grande's used EV sales process, providing buyers with transparent battery assessments for EV inventory.
- Leading Wholesale Auto Auction ProvidercoreA wholesale auto auction provider integrates Recurrent's battery health data into its auction listings for used EVs, enabling dealers and wholesalers to assess battery condition before bidding on used EV inventory.
Scale indicators4 records
Recent moves6 records
Expansion highlights5 records
Recurrent competitors and assessment
Company assessmentMarket position
Competitive moat5 records
Key risks5 records
Key highlights6 records
Customer concentration
Recurrent social profiles
Digital presenceRecurrent compliance and trust
Trust signalCompliance1 record
Recurrent financial estimates
Financial estimateRevenue estimate
Valuation estimate
Recurrent leadership team
Management profileNumber of profiles
Profiles15 records
Recurrent funding detail
Funding detailFunding overview
Funding rounds4 records
Investors18 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Recurrent M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Recurrent
What does Recurrent do?
Recurrent provides battery health analysis and EV market intelligence for used electric vehicles. Its core product is Vehicle Insights (Battery Reports), available as One-time Reports or Monthly Reports, which use machine learning models trained on cross-brand telematics and charging data to produce a proprietary Range Score metric and battery degradation forecasts. The company also sells dealer-facing battery health reports and an EV Price Index used in used EV valuation.
Is Recurrent a public or private company?
Recurrent is a private company. It is classified as venture growth investor backed and is currently operating.
When was Recurrent founded?
Recurrent was founded in 2020. It employs 11 to 50 people.
Where is Recurrent based?
Recurrent is headquartered in Seattle, United States, in the North America region.
How does Recurrent make money?
Three revenue lines are on record. B2B Dealer Reports are the primary driver. The others are EV Transaction Facilitation and consumer Freemium (Vehicle Insights).
Does Recurrent have an API?
No public API is recorded for Recurrent.
What industry is Recurrent in?
Recurrent's product category is EV Battery Health Analytics. Its primary akta.pro industry code is EUAFACAH, Testing, Grading & State-of-Health (SoH) Diagnostics (EOL Assessment, Certification), with a secondary code of EUAFACAK, Lifecycle Analytics, LCA & Circularity Consulting (Footprinting, Material Flow Analysis). Its NAICS code is 81119 and its SIC code is 3825.