Skip to main content
U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 6, 2026

5.9M+

Unique vehicles analyzed

as of October 6, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

33 listings found

2027 MINI Convertible S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 MINI Convertible S

San Juan, PR

UnscoredInsufficient · 0
$64,598Mileage not verified

San Juan, PR

2027 MINI Convertible S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 MINI Convertible S

San Juan, PR

UnscoredInsufficient · 0
$67,425Mileage not verified

San Juan, PR

2027 BMW 4 Series 430i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 BMW 4 Series 430i

San Juan, PR

UnscoredInsufficient · 3
$98,490Mileage not verified

Comparison: 3 similar vehicles

San Juan, PR

2027 BMW 4 Series 430i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 BMW 4 Series 430i

San Juan, PR

UnscoredInsufficient · 3
$101,862Mileage not verified

Comparison: 3 similar vehicles

San Juan, PR

2027 Mercedes-Benz CLE 300

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE 300

Carolina, PR

UnscoredInsufficient · 3
$110,503Mileage not verified

Comparison: 3 similar vehicles

Carolina, PR

2027 BMW 4 Series M440i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 BMW 4 Series M440i

San Juan, PR

UnscoredInsufficient · 0
$113,610Mileage not verified

San Juan, PR

2027 Mercedes-Benz CLE 450

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE 450

Carolina, PR

UnscoredInsufficient · 0
$130,205Mileage not verified

Carolina, PR

2027 Mercedes-Benz CLE AMG 53

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE AMG 53

Carolina, PR

UnscoredInsufficient · 4
$143,960Mileage not verified

Comparison: 4 similar vehicles

Carolina, PR

2027 Mercedes-Benz SL Mercedes-AMG

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz SL Mercedes-AMG

Carolina, PR

UnscoredInsufficient · 0
$255,149Mileage not verified

Carolina, PR

2026 MINI Convertible Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 MINI Convertible Base

San Juan, PR

UnscoredInsufficient · 0
$57,384Mileage not verified

San Juan, PR

2026 MINI Convertible Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 MINI Convertible Base

San Juan, PR

UnscoredInsufficient · 0
$57,384Mileage not verified

San Juan, PR

2026 MINI Convertible Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 MINI Convertible Base

San Juan, PR

UnscoredInsufficient · 0
$57,384Mileage not verified

San Juan, PR

2026 BMW Z4 30i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 BMW Z4 30i

San Juan, PR

UnscoredInsufficient · 0
$91,821Mileage not verified

San Juan, PR

2026 Chevrolet Corvette 2LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Chevrolet Corvette 2LT

Arecibo, PR

UnscoredInsufficient · 0
$129,9952,189 mi

Arecibo, PR

2026 Mercedes-Benz SL Mercedes-AMG

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Mercedes-Benz SL Mercedes-AMG

Carolina, PR

UnscoredInsufficient · 0
$289,561Mileage not verified

Carolina, PR

2025 MINI Convertible S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 MINI Convertible S

San Juan, PR

UnscoredInsufficient · 0
$48,9951,944 mi

San Juan, PR

2025 Porsche 718 S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Porsche 718 S

Caguas, PR

UnscoredInsufficient · 0
$149,995Mileage not verified

Caguas, PR

2024 Ford Mustang EcoBoost

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Ford Mustang EcoBoost

San Juan, PR

UnscoredInsufficient · 4
$29,99535,055 mi

Comparison: 4 similar vehicles

San Juan, PR

2024 Ford Mustang EcoBoost

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Ford Mustang EcoBoost

Juan, PR

UnscoredInsufficient · 4
$32,99535,884 mi

Comparison: 4 similar vehicles

Juan, PR

2024 Ford Mustang EcoBoost

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Ford Mustang EcoBoost

San Juan, PR

UnscoredLimited · 7
$35,995Mileage not verified

Comparison: 7 similar vehicles

San Juan, PR

2024 Chevrolet Camaro 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Chevrolet Camaro 1LT

Arecibo, PR

UnscoredInsufficient · 0
$41,9958,000 mi

Arecibo, PR

2024 Ferrari Roma Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Ferrari Roma Base

San Juan, PR

UnscoredInsufficient · 0
$518,394654 mi

San Juan, PR

2023 Ferrari SF90 Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Ferrari SF90 Base

San Juan, PR

UnscoredInsufficient · 0
$585,0006,060 mi

San Juan, PR

2022 Ford Mustang EcoBoost

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Ford Mustang EcoBoost

Ponce, PR

UnscoredInsufficient · 4
$29,99535,899 mi

Comparison: 4 similar vehicles

Ponce, PR

2022 Ford Mustang EcoBoost

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Ford Mustang EcoBoost

Ponce, PR

UnscoredInsufficient · 4
$32,99538,665 mi

Comparison: 4 similar vehicles

Ponce, PR

2021 Ford Mustang EcoBoost

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Ford Mustang EcoBoost

San Juan, PR

UnscoredInsufficient · 0
$27,995Mileage not verified

San Juan, PR

2020 Ferrari Portofino Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Ferrari Portofino Base

San Juan, PR

UnscoredInsufficient · 0
$249,0008,394 mi

San Juan, PR

2019 Mercedes-Benz C-Class Cabriolet AMG C43

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Mercedes-Benz C-Class Cabriolet AMG C43

Arecibo, PR

UnscoredInsufficient · 0
$39,99538,281 mi

Arecibo, PR

2017 Porsche 911 Carrera

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Porsche 911 Carrera

Caguas, PR

UnscoredInsufficient · 0
$119,995Mileage not verified

Caguas, PR

2014 MINI Cooper S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 MINI Cooper S

Toa Alta, PR

UnscoredInsufficient · 0
$12,99552,290 mi

Toa Alta, PR

2014 BMW 4 Series 435i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 BMW 4 Series 435i

Toa Alta, PR

UnscoredInsufficient · 0
$22,99569,860 mi

Toa Alta, PR

2013 Mercedes-Benz SL-Class SL550

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Mercedes-Benz SL-Class SL550

Juncos, PR

UnscoredInsufficient · 0
$39,99541,300 mi

Juncos, PR

2009 Ferrari F430 Scuderia

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Ferrari F430 Scuderia

San Juan, PR

UnscoredInsufficient · 0
$1,600,0003,837 mi

San Juan, PR

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers manage their profile, route inbound buyer inquiries, and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, exports, and enhanced merchandising.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.