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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

1,895 listings found

1996 Ford Econoline

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

1996 Ford Econoline

Hawthorne, CA

UnscoredInsufficient · 0
$3,995242,741 mi

Hawthorne, CA

2014 Ford Focus Electric

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

2014 Ford Focus Electric

Hawthorne, CA

UnscoredInsufficient · 0
$4,49542,492 mi

Hawthorne, CA

2008 Saturn VUE XE

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

2008 Saturn VUE XE

Hawthorne, CA

UnscoredInsufficient · 0
$4,995127,216 mi

Hawthorne, CA

2011 Mercedes-Benz GLK-Class GLK350

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

2011 Mercedes-Benz GLK-Class GLK350

Hawthorne, CA

UnscoredInsufficient · 4
$5,325111,952 mi

Comparison: 4 similar vehicles

Hawthorne, CA

2014 Toyota Prius Two

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

2014 Toyota Prius Two

Hawthorne, CA

Unscored
$5,995265,857 mi

Comparison: 8 similar vehicles

Hawthorne, CA

2012 MINI Cooper Base

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

2012 MINI Cooper Base

Hawthorne, CA

Unscored
$5,995103,029 mi

Comparison: 8 similar vehicles

Hawthorne, CA

2004 Mercedes-Benz SLK-Class SLK320

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

2004 Mercedes-Benz SLK-Class SLK320

Hawthorne, CA

UnscoredInsufficient · 0
$6,495117,712 mi

Hawthorne, CA

2013 Hyundai Sonata Hybrid Limited

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

2013 Hyundai Sonata Hybrid Limited

Hawthorne, CA

UnscoredInsufficient · 3
$6,599125,927 mi

Comparison: 3 similar vehicles

Hawthorne, CA

2016 Dodge Dart SE

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

2016 Dodge Dart SE

Hawthorne, CA

UnscoredInsufficient · 0
$6,995106,505 mi

Hawthorne, CA

2014 FIAT 500L Lounge

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

2014 FIAT 500L Lounge

Hawthorne, CA

UnscoredInsufficient · 0
$6,99595,539 mi

Hawthorne, CA

2013 Audi Q5 Premium

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

2013 Audi Q5 Premium

Hawthorne, CA

Unscored
$6,995161,777 mi

Comparison: 5 similar vehicles

Hawthorne, CA

2011 Ford Expedition XLT

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

2011 Ford Expedition XLT

Hawthorne, CA

UnscoredInsufficient · 3
$6,995178,177 mi

Comparison: 3 similar vehicles

Hawthorne, CA

2011 Subaru Outback I Limited

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

2011 Subaru Outback I Limited

Hawthorne, CA

Unscored
$6,995142,318 mi

Comparison: 5 similar vehicles

Hawthorne, CA

2008 Ford Edge SE

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

2008 Ford Edge SE

Hawthorne, CA

UnscoredInsufficient · 0
$6,99993,681 mi

Hawthorne, CA

2018 Hyundai Elantra SEL

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

2018 Hyundai Elantra SEL

Hawthorne, CA

Unscored
$7,425131,589 mi

Comparison: 21 similar vehicles

Hawthorne, CA

2013 MINI Cooper S

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

2013 MINI Cooper S

Hawthorne, CA

Unscored
$7,49595,852 mi

Comparison: 6 similar vehicles

Hawthorne, CA

2007 Mercedes-Benz S-Class S550

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

2007 Mercedes-Benz S-Class S550

Hawthorne, CA

Unscored
$7,495144,366 mi

Comparison: 13 similar vehicles

Hawthorne, CA

2016 Chevrolet Volt LT

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

2016 Chevrolet Volt LT

Hawthorne, CA

UnscoredInsufficient · 0
$7,995110,024 mi

Hawthorne, CA

2014 BMW 3 Series 328i

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

2014 BMW 3 Series 328i

Hawthorne, CA

Unscored
$7,995137,167 mi

Comparison: 27 similar vehicles

Hawthorne, CA

2014 Volkswagen Tiguan S

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

2014 Volkswagen Tiguan S

Hawthorne, CA

UnscoredInsufficient · 3
$7,995102,719 mi

Comparison: 3 similar vehicles

Hawthorne, CA

2013 Mercedes-Benz M-Class ML350

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

2013 Mercedes-Benz M-Class ML350

Hawthorne, CA

Unscored
$7,995121,840 mi

Comparison: 26 similar vehicles

Hawthorne, CA

2012 Mazda MAZDA5 Sport

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

2012 Mazda MAZDA5 Sport

Hawthorne, CA

UnscoredInsufficient · 0
$7,995100,535 mi

Hawthorne, CA

2009 Buick Enclave CXL

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

2009 Buick Enclave CXL

Hawthorne, CA

UnscoredInsufficient · 0
$7,99572,792 mi

Hawthorne, CA

2008 Cadillac CTS 3.6

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

2008 Cadillac CTS 3.6

Hawthorne, CA

UnscoredInsufficient · 0
$7,995106,345 mi

Hawthorne, CA

2008 BMW 3 Series 335i

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

2008 BMW 3 Series 335i

Hawthorne, CA

Unscored
$7,995155,450 mi

Comparison: 6 similar vehicles

Hawthorne, CA

2004 Jaguar S-Type V8

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

2004 Jaguar S-Type V8

Hawthorne, CA

UnscoredInsufficient · 0
$7,99570,985 mi

Hawthorne, CA

2016 Chevrolet Cruze Limited LS

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

2016 Chevrolet Cruze Limited LS

Hawthorne, CA

UnscoredInsufficient · 0
$7,99979,956 mi

Hawthorne, CA

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Hawthorne, CA

Unscored
$8,495121,625 mi

Comparison: 12 similar vehicles

Hawthorne, CA

2013 Cadillac SRX Performance Collection

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

2013 Cadillac SRX Performance Collection

Hawthorne, CA

UnscoredInsufficient · 0
$8,495137,180 mi

Hawthorne, CA

2010 Acura TL Base

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

2010 Acura TL Base

Hawthorne, CA

UnscoredInsufficient · 3
$8,495138,384 mi

Comparison: 3 similar vehicles

Hawthorne, CA

2014 Honda Civic LX

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

2014 Honda Civic LX

Hawthorne, CA

Unscored
$8,820149,190 mi

Comparison: 39 similar vehicles

Hawthorne, CA

2013 Toyota Matrix L

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

2013 Toyota Matrix L

Hawthorne, CA

UnscoredInsufficient · 0
$8,895116,207 mi

Hawthorne, CA

2021 Toyota Mirai Limited

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

2021 Toyota Mirai Limited

Hawthorne, CA

UnscoredInsufficient · 3
$8,99561,008 mi

Comparison: 3 similar vehicles

Hawthorne, CA

2019 Nissan Rogue Sport S

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

2019 Nissan Rogue Sport S

Hawthorne, CA

Unscored
$8,995138,703 mi

Comparison: 8 similar vehicles

Hawthorne, CA

2018 Ford Edge SE

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

2018 Ford Edge SE

Hawthorne, CA

UnscoredInsufficient · 3
$8,99594,676 mi

Comparison: 3 similar vehicles

Hawthorne, CA

2016 GMC Terrain SLT

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

2016 GMC Terrain SLT

Hawthorne, CA

UnscoredInsufficient · 4
$8,995108,316 mi

Comparison: 4 similar vehicles

Hawthorne, CA

2015 Ford F-150 XL

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

2015 Ford F-150 XL

Hawthorne, CA

UnscoredInsufficient · 3
$8,995157,135 mi

Comparison: 3 similar vehicles

Hawthorne, CA

2014 GMC Acadia SLE2

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

2014 GMC Acadia SLE2

Hawthorne, CA

UnscoredInsufficient · 0
$8,995108,001 mi

Hawthorne, CA

2013 Dodge Journey SE

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

2013 Dodge Journey SE

Hawthorne, CA

UnscoredInsufficient · 0
$8,995119,348 mi

Hawthorne, CA

2013 BMW X3 xDrive28i

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

2013 BMW X3 xDrive28i

Hawthorne, CA

Fair PriceLimited · 18
$8,99596,552 mi

Market: $5,000 – $12,995

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Hawthorne, CA

2010 GMC Acadia SLT2

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

2010 GMC Acadia SLT2

Hawthorne, CA

UnscoredInsufficient · 0
$8,995126,172 mi

Hawthorne, CA

2010 Honda Pilot LX

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

2010 Honda Pilot LX

Hawthorne, CA

UnscoredInsufficient · 0
$8,995131,504 mi

Hawthorne, CA

2008 Lincoln MKX Base

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

2008 Lincoln MKX Base

Hawthorne, CA

UnscoredInsufficient · 0
$8,99567,938 mi

Hawthorne, CA

2018 Dodge Grand Caravan SXT

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

2018 Dodge Grand Caravan SXT

Hawthorne, CA

Unscored
$8,999148,446 mi

Comparison: 5 similar vehicles

Hawthorne, CA

2014 BMW X1 28i

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

2014 BMW X1 28i

Hawthorne, CA

Fair PriceLimited · 11
$8,999118,877 mi

Market: $5,400 – $13,170

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Hawthorne, CA

2007 INFINITI G 35

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

2007 INFINITI G 35

Hawthorne, CA

UnscoredInsufficient · 0
$8,999157,438 mi

Hawthorne, CA

2015 Mercedes-Benz GLA-Class GLA250

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

2015 Mercedes-Benz GLA-Class GLA250

Hawthorne, CA

Fair PriceLimited · 11
$9,495115,722 mi

Market: $6,995 – $13,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Hawthorne, CA

2015 Jeep Renegade Trailhawk

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

2015 Jeep Renegade Trailhawk

Hawthorne, CA

UnscoredInsufficient · 0
$9,495107,854 mi

Hawthorne, CA

2012 Mercedes-Benz M-Class ML350

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

2012 Mercedes-Benz M-Class ML350

Hawthorne, CA

Fair PriceModerate · 21
$9,495110,926 mi

Market: $6,900 – $14,999

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Hawthorne, CA

2011 BMW 5 Series 535i

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

2011 BMW 5 Series 535i

Hawthorne, CA

Fair PriceLimited · 10
$9,49595,764 mi

Market: $5,995 – $15,400

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 806 days listed (based on current market benchmarks)

Hawthorne, CA

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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 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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