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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 2, 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

3,124 listings found

2006 Hyundai Sonata GL

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

2006 Hyundai Sonata GL

Annapolis, MD

UnscoredInsufficient · 0
$2,500141,497 mi

Annapolis, MD

2008 Volvo XC90 3.2

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

2008 Volvo XC90 3.2

Annapolis, MD

Unscored
$2,900173,816 mi

Comparison: 10 similar vehicles

Annapolis, MD

2013 Ford Focus SE

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

2013 Ford Focus SE

Annapolis, MD

Unscored
$2,998172,274 mi

Comparison: 5 similar vehicles

Annapolis, MD

2005 MINI Cooper Base

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

2005 MINI Cooper Base

Annapolis, MD

Unscored
$3,000127,454 mi

Comparison: 8 similar vehicles

Annapolis, MD

2011 Toyota Camry Base

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

2011 Toyota Camry Base

Annapolis, MD

Unscored
$3,200193,828 mi

Comparison: 16 similar vehicles

Annapolis, MD

2015 Chevrolet Cruze LS

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

2015 Chevrolet Cruze LS

Annapolis, MD

Unscored
$3,500179,017 mi

Comparison: 11 similar vehicles

Annapolis, MD

2011 Hyundai Elantra GLS

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

2011 Hyundai Elantra GLS

Annapolis, MD

Unscored
$3,500153,598 mi

Comparison: 7 similar vehicles

Annapolis, MD

2010 Subaru Impreza 2.5i Premium

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

2010 Subaru Impreza 2.5i Premium

Annapolis, MD

Unscored
$3,500147,962 mi

Comparison: 14 similar vehicles

Annapolis, MD

2020 Dodge Grand Caravan SXT

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

2020 Dodge Grand Caravan SXT

Annapolis, MD

UnscoredInsufficient · 4
$3,900146,897 mi

Comparison: 4 similar vehicles

Annapolis, MD

2005 Dodge Magnum RT

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

2005 Dodge Magnum RT

Annapolis, MD

UnscoredInsufficient · 3
$3,900176,587 mi

Comparison: 3 similar vehicles

Annapolis, MD

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Annapolis, MD

Unscored
$3,988183,831 mi

Comparison: 12 similar vehicles

Annapolis, MD

2007 Subaru Forester 2.5 X Premium Package

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

2007 Subaru Forester 2.5 X Premium Package

Annapolis, MD

UnscoredInsufficient · 0
$3,999189,883 mi

Annapolis, MD

2016 Chevrolet Cruze Limited 2LT

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

2016 Chevrolet Cruze Limited 2LT

Annapolis, MD

Unscored
$4,900171,491 mi

Comparison: 6 similar vehicles

Annapolis, MD

2016 Chevrolet Cruze Limited 2LT

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

2016 Chevrolet Cruze Limited 2LT

Annapolis, MD

Unscored
$4,900116,530 mi

Comparison: 6 similar vehicles

Annapolis, MD

2014 Subaru Outback 2.5i Premium

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

2014 Subaru Outback 2.5i Premium

Annapolis, MD

UnscoredInsufficient · 3
$4,900173,402 mi

Comparison: 3 similar vehicles

Annapolis, MD

2013 Subaru Impreza 2.0I Sport Premium

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

2013 Subaru Impreza 2.0I Sport Premium

Annapolis, MD

Fair PriceLimited · 17
$4,900113,730 mi

Market: $4,495 – $9,999

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Annapolis, MD

2013 Subaru Forester X Premium Package

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

2013 Subaru Forester X Premium Package

Annapolis, MD

Unscored
$4,900144,053 mi

Comparison: 15 similar vehicles

Annapolis, MD

2018 Hyundai Sonata SE

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

2018 Hyundai Sonata SE

Annapolis, MD

Unscored
$4,988180,437 mi

Comparison: 7 similar vehicles

Annapolis, MD

2016 Lincoln MKX Reserve

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

2016 Lincoln MKX Reserve

Annapolis, MD

Unscored
$4,988178,325 mi

Comparison: 60 similar vehicles

Annapolis, MD

2015 FIAT 500 Pop

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

2015 FIAT 500 Pop

Annapolis, MD

Fair PriceLimited · 13
$4,98889,641 mi

Market: $3,395 – $10,990

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Annapolis, MD

2013 BMW X5 xDrive35i

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

2013 BMW X5 xDrive35i

Annapolis, MD

Unscored
$4,988138,574 mi

Comparison: 15 similar vehicles

Annapolis, MD

2011 Kia Soul Base

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

2011 Kia Soul Base

Annapolis, MD

Unscored
$4,988157,953 mi

Comparison: 27 similar vehicles

Annapolis, MD

2010 GMC Acadia SL

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

2010 GMC Acadia SL

Annapolis, MD

UnscoredInsufficient · 4
$4,988118,771 mi

Comparison: 4 similar vehicles

Annapolis, MD

2008 Hyundai Veracruz GLS

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

2008 Hyundai Veracruz GLS

Annapolis, MD

UnscoredInsufficient · 0
$4,988168,353 mi

Annapolis, MD

2013 Acura MDX Technology Package

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

2013 Acura MDX Technology Package

Annapolis, MD

UnscoredInsufficient · 3
$4,999215,342 mi

Comparison: 3 similar vehicles

Annapolis, MD

2010 RAM 1500 Pickup

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

2010 RAM 1500 Pickup

Annapolis, MD

UnscoredInsufficient · 0
$5,500203,847 mi

Annapolis, MD

2010 Toyota Venza Base

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

2010 Toyota Venza Base

Annapolis, MD

UnscoredInsufficient · 3
$5,900163,891 mi

Comparison: 3 similar vehicles

Annapolis, MD

2010 Mercedes-Benz E-Class E550 Sport

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

2010 Mercedes-Benz E-Class E550 Sport

Annapolis, MD

UnscoredInsufficient · 0
$5,900160,393 mi

Annapolis, MD

2005 BMW 6 Series 645CiC

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

2005 BMW 6 Series 645CiC

Annapolis, MD

Unscored
$5,90096,367 mi

Comparison: 5 similar vehicles

Annapolis, MD

2017 Jeep Renegade Limited

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

2017 Jeep Renegade Limited

Annapolis, MD

Unscored
$5,988162,327 mi

Comparison: 55 similar vehicles

Annapolis, MD

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Annapolis, MD

Unscored
$5,988153,073 mi

Comparison: 15 similar vehicles

Annapolis, MD

2010 Honda Element EX

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

2010 Honda Element EX

Annapolis, MD

Unscored
$6,000262,317 mi

Comparison: 7 similar vehicles

Annapolis, MD

2008 Ford F-250 Super Duty

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

2008 Ford F-250 Super Duty

Annapolis, MD

UnscoredInsufficient · 0
$6,000287,338 mi

Annapolis, MD

2016 Hyundai Tucson SE

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

2016 Hyundai Tucson SE

Annapolis, MD

Unscored
$6,499144,873 mi

Comparison: 13 similar vehicles

Annapolis, MD

2014 Ford Fusion SE Hybrid

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

2014 Ford Fusion SE Hybrid

Annapolis, MD

UnscoredInsufficient · 3
$6,750165,279 mi

Comparison: 3 similar vehicles

Annapolis, MD

2018 Jeep Cherokee Latitude

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

2018 Jeep Cherokee Latitude

Annapolis, MD

Unscored
$6,799176,235 mi

Comparison: 23 similar vehicles

Annapolis, MD

2017 Hyundai Tucson SE

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

2017 Hyundai Tucson SE

Annapolis, MD

Unscored
$6,900132,446 mi

Comparison: 11 similar vehicles

Annapolis, MD

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Annapolis, MD

Unscored
$6,90079,268 mi

Comparison: 7 similar vehicles

Annapolis, MD

2015 Ford Fusion Hybrid SE

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

2015 Ford Fusion Hybrid SE

Annapolis, MD

Unscored
$6,900130,827 mi

Comparison: 11 similar vehicles

Annapolis, MD

2014 GMC Yukon XL SLT

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

2014 GMC Yukon XL SLT

Annapolis, MD

UnscoredInsufficient · 0
$6,900151,257 mi

Annapolis, MD

2012 Ford Explorer Limited

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

2012 Ford Explorer Limited

Annapolis, MD

Unscored
$6,900146,804 mi

Comparison: 20 similar vehicles

Annapolis, MD

2017 Chevrolet Spark 1LT

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

2017 Chevrolet Spark 1LT

Annapolis, MD

Unscored
$6,99963,129 mi

Comparison: 7 similar vehicles

Annapolis, MD

2007 Toyota Prius Base

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

2007 Toyota Prius Base

Annapolis, MD

Unscored
$8,787126,627 mi

Comparison: 15 similar vehicles

Annapolis, MD

2019 Chevrolet Trax LS

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

2019 Chevrolet Trax LS

Annapolis, MD

Unscored
$8,797128,318 mi

Comparison: 35 similar vehicles

Annapolis, MD

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Annapolis, MD

UnscoredInsufficient · 3
$8,797119,787 mi

Comparison: 3 similar vehicles

Annapolis, MD

2016 INFINITI QX80 Base

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

2016 INFINITI QX80 Base

Annapolis, MD

Unscored
$8,888136,160 mi

Comparison: 16 similar vehicles

Annapolis, MD

2019 Chevrolet Impala 1LT

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

2019 Chevrolet Impala 1LT

Annapolis, MD

Unscored
$8,900161,106 mi

Comparison: 28 similar vehicles

Annapolis, MD

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Annapolis, MD

Unscored
$8,988157,725 mi

Comparison: 41 similar vehicles

Annapolis, MD

2011 Hyundai Santa Fe Limited

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

2011 Hyundai Santa Fe Limited

Annapolis, MD

Unscored
$8,988120,292 mi

Comparison: 6 similar vehicles

Annapolis, MD

2017 Honda Civic EX-L

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

2017 Honda Civic EX-L

Annapolis, MD

Unscored
$9,699198,671 mi

Comparison: 7 similar vehicles

Annapolis, MD

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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