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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 · November 4, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

254 listings found

2012 BMW 6 Series 650i

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

2012 BMW 6 Series 650i

New Haven, MI

Salvage title
$6,80063,108 mi

New Haven, MI

2014 Subaru Outback Base

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

2014 Subaru Outback Base

New Haven, MI

Salvage title
$6,995101,538 mi

New Haven, MI

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

New Haven, MI

Unscored
$7,995201,423 mi

Comparison: 33 similar vehicles

New Haven, MI

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

New Haven, MI

Salvage title
$8,49560,956 mi

New Haven, MI

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

New Haven, MI

Salvage title
$8,49580,954 mi

New Haven, MI

2021 Chevrolet Trax LT

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

2021 Chevrolet Trax LT

New Haven, MI

Salvage title
$8,99546,943 mi

New Haven, MI

2020 Ford Fusion SE

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

2020 Ford Fusion SE

New Haven, MI

Fair PriceModerate · 30
$8,99591,289 mi

Market: $5,500 – $15,279

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

New Haven, MI

2017 Volkswagen Tiguan S

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

2017 Volkswagen Tiguan S

New Haven, MI

Unscored
$8,99563,129 mi

Comparison: 7 similar vehicles

New Haven, MI

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

New Haven, MI

Unscored
$8,99577,998 mi

Comparison: 7 similar vehicles

New Haven, MI

2008 BMW 3 Series 328i

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

2008 BMW 3 Series 328i

New Haven, MI

Salvage title
$8,99582,482 mi

New Haven, MI

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

New Haven, MI

Salvage title
$9,49541,244 mi

New Haven, MI

2017 Ford Focus SEL

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

2017 Ford Focus SEL

New Haven, MI

Salvage title
$9,49542,655 mi

New Haven, MI

2017 Ford Focus Titanium

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

2017 Ford Focus Titanium

New Haven, MI

Salvage title
$9,49544,303 mi

New Haven, MI

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

New Haven, MI

Salvage title
$9,49525,232 mi

New Haven, MI

2014 Honda CR-V EX-L

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

2014 Honda CR-V EX-L

New Haven, MI

Salvage title
$9,495133,141 mi

New Haven, MI

2020 Chevrolet Trax LT

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

2020 Chevrolet Trax LT

New Haven, MI

Salvage title
$9,99545,526 mi

New Haven, MI

2019 Buick Regal Sportback Preferred

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

2019 Buick Regal Sportback Preferred

New Haven, MI

Salvage title
$9,99585,019 mi

New Haven, MI

2018 Chevrolet Cruze Premier

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

2018 Chevrolet Cruze Premier

New Haven, MI

Salvage title
$9,99551,916 mi

New Haven, MI

2018 Chevrolet Cruze Premier

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

2018 Chevrolet Cruze Premier

New Haven, MI

Salvage title
$9,99557,082 mi

New Haven, MI

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

New Haven, MI

Salvage title
$9,99569,668 mi

New Haven, MI

2017 Ford Fusion SE

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

2017 Ford Fusion SE

New Haven, MI

Fair PriceRobust · 52
$9,99570,714 mi

Market: $3,500 – $15,999

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

New Haven, MI

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

New Haven, MI

Salvage title
$9,99589,072 mi

New Haven, MI

2017 Chevrolet Traverse 2LT

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

2017 Chevrolet Traverse 2LT

New Haven, MI

Salvage title
$10,49561,725 mi

New Haven, MI

2022 Chevrolet Spark 1LT

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

2022 Chevrolet Spark 1LT

New Haven, MI

Salvage title
$10,99544,579 mi

New Haven, MI

2021 Ford Escape SE

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

2021 Ford Escape SE

New Haven, MI

Salvage title
$10,99561,738 mi

New Haven, MI

2020 Ford Escape SE

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

2020 Ford Escape SE

New Haven, MI

Salvage title
$10,99558,375 mi

New Haven, MI

2019 Dodge Grand Caravan GT

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

2019 Dodge Grand Caravan GT

New Haven, MI

Salvage title
$10,99578,982 mi

New Haven, MI

2016 Chrysler Town & Country S

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

2016 Chrysler Town & Country S

New Haven, MI

Salvage title
$10,99577,340 mi

New Haven, MI

2016 Ford Transit Connect XLT

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

2016 Ford Transit Connect XLT

New Haven, MI

Salvage title
$10,99584,403 mi

New Haven, MI

2019 Buick Encore Sport Touring

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

2019 Buick Encore Sport Touring

New Haven, MI

Salvage title
$11,49539,097 mi

New Haven, MI

2022 Chevrolet Malibu 1LS

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

2022 Chevrolet Malibu 1LS

New Haven, MI

Salvage title
$11,99542,681 mi

New Haven, MI

2021 Chevrolet Malibu RS

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

2021 Chevrolet Malibu RS

New Haven, MI

Salvage title
$11,99542,238 mi

New Haven, MI

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

New Haven, MI

Salvage title
$11,99571,701 mi

New Haven, MI

2021 Buick Encore Preferred

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

2021 Buick Encore Preferred

New Haven, MI

Salvage title
$11,99535,801 mi

New Haven, MI

2020 Chevrolet Traverse 3LT

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

2020 Chevrolet Traverse 3LT

New Haven, MI

Salvage title
$11,995118,560 mi

New Haven, MI

2020 Volkswagen Passat R-Line

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

2020 Volkswagen Passat R-Line

New Haven, MI

Salvage title
$11,99569,529 mi

New Haven, MI

2020 Chevrolet Equinox 2FL

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

2020 Chevrolet Equinox 2FL

New Haven, MI

Fair PriceLimited · 13
$11,99559,457 mi

Market: $12,180 – $18,995

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 77 days listed (based on current market benchmarks)

New Haven, MI

2020 Chevrolet Blazer 1LT

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

2020 Chevrolet Blazer 1LT

New Haven, MI

Salvage title
$11,99594,990 mi

New Haven, MI

2020 Buick Encore Preferred

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

2020 Buick Encore Preferred

New Haven, MI

Salvage title
$11,99520,030 mi

New Haven, MI

2018 Chrysler Pacifica Touring L Plus

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

2018 Chrysler Pacifica Touring L Plus

New Haven, MI

Salvage title
$11,995104,816 mi

New Haven, MI

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

New Haven, MI

UnscoredInsufficient · 4
$11,99559,971 mi

Comparison: 4 similar vehicles

New Haven, MI

2015 Ford Edge SEL

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

2015 Ford Edge SEL

New Haven, MI

Salvage title
$11,99557,343 mi

New Haven, MI

2022 Chevrolet Equinox LS

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

2022 Chevrolet Equinox LS

New Haven, MI

Salvage title
$12,49569,430 mi

New Haven, MI

2021 Chevrolet Equinox LS

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

2021 Chevrolet Equinox LS

New Haven, MI

Salvage title
$12,49529,535 mi

New Haven, MI

2020 Nissan Kicks S

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

2020 Nissan Kicks S

New Haven, MI

Salvage title
$12,49541,646 mi

New Haven, MI

2019 Chevrolet Traverse 1LT

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

2019 Chevrolet Traverse 1LT

New Haven, MI

Salvage title
$12,49584,862 mi

New Haven, MI

2017 GMC Acadia SLT-1

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

2017 GMC Acadia SLT-1

New Haven, MI

Salvage title
$12,49595,773 mi

New Haven, MI

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

New Haven, MI

Salvage title
$12,99526,553 mi

New Haven, MI

2022 Buick Encore Preferred

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

2022 Buick Encore Preferred

New Haven, MI

Salvage title
$12,99527,027 mi

New Haven, MI

2020 Ford Escape SEL

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

2020 Ford Escape SEL

New Haven, MI

Salvage title
$12,99534,501 mi

New Haven, MI

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. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. 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.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles recently for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

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 route inbound buyer inquiries and control verified contact information.
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

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