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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 8, 2026

7.3M+

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

79 listings found

2017 Ford Escape SE

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

2017 Ford Escape SE

Batavia, IL

Unscored
$2,995227,772 mi

Comparison: 90 similar vehicles

Batavia, IL

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Batavia, IL

Unscored
$2,995168,774 mi

Comparison: 7 similar vehicles

Batavia, IL

2007 Nissan Versa S

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

2007 Nissan Versa S

Batavia, IL

UnscoredInsufficient · 3
$3,500128,240 mi

Comparison: 3 similar vehicles

Batavia, IL

2015 Mercedes-Benz C-Class C300

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

2015 Mercedes-Benz C-Class C300

Batavia, IL

Unscored
$4,800306,735 mi

Comparison: 21 similar vehicles

Batavia, IL

2007 Acura RDX Base

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

2007 Acura RDX Base

Batavia, IL

UnscoredInsufficient · 0
$4,995148,281 mi

Batavia, IL

2015 Jeep Cherokee Limited

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

2015 Jeep Cherokee Limited

Batavia, IL

Unscored
$5,500146,220 mi

Comparison: 20 similar vehicles

Batavia, IL

2014 MINI Countryman

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

2014 MINI Countryman

Batavia, IL

UnscoredInsufficient · 4
$5,600127,832 mi

Comparison: 4 similar vehicles

Batavia, IL

2007 Acura RDX Base

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

2007 Acura RDX Base

Batavia, IL

UnscoredInsufficient · 0
$5,600146,513 mi

Batavia, IL

2013 GMC Terrain SLE-1

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

2013 GMC Terrain SLE-1

Batavia, IL

Unscored
$5,800116,643 mi

Comparison: 5 similar vehicles

Batavia, IL

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Batavia, IL

Unscored
$5,800135,470 mi

Comparison: 12 similar vehicles

Batavia, IL

2015 Volkswagen Tiguan SE

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

2015 Volkswagen Tiguan SE

Batavia, IL

Unscored
$5,995131,254 mi

Comparison: 5 similar vehicles

Batavia, IL

2013 GMC Terrain SLE-1

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

2013 GMC Terrain SLE-1

Batavia, IL

Unscored
$5,995111,134 mi

Comparison: 5 similar vehicles

Batavia, IL

2016 Chevrolet Equinox LS

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

2016 Chevrolet Equinox LS

Batavia, IL

Unscored
$6,200135,980 mi

Comparison: 8 similar vehicles

Batavia, IL

2015 Nissan Altima SV

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

2015 Nissan Altima SV

Batavia, IL

Unscored
$6,200157,650 mi

Comparison: 17 similar vehicles

Batavia, IL

2017 Nissan Altima SV

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

2017 Nissan Altima SV

Batavia, IL

Unscored
$6,500131,559 mi

Comparison: 5 similar vehicles

Batavia, IL

2017 GMC Terrain SLE-1

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

2017 GMC Terrain SLE-1

Batavia, IL

Unscored
$6,500129,983 mi

Comparison: 8 similar vehicles

Batavia, IL

2017 Nissan Pathfinder SV

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

2017 Nissan Pathfinder SV

Batavia, IL

Unscored
$6,500146,713 mi

Comparison: 11 similar vehicles

Batavia, IL

2015 Buick Encore Leather

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

2015 Buick Encore Leather

Batavia, IL

UnscoredInsufficient · 4
$6,500135,044 mi

Comparison: 4 similar vehicles

Batavia, IL

2013 BMW X3 xDrive28i

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

2013 BMW X3 xDrive28i

Batavia, IL

Unscored
$6,500134,169 mi

Comparison: 18 similar vehicles

Batavia, IL

2012 BMW 5 Series 528i

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

2012 BMW 5 Series 528i

Batavia, IL

Fair PriceLimited · 11
$6,50080,631 mi

Market: $2,900 – $10,691

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Batavia, IL

2015 GMC Terrain SLE-1

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

2015 GMC Terrain SLE-1

Batavia, IL

UnscoredInsufficient · 4
$6,800108,040 mi

Comparison: 4 similar vehicles

Batavia, IL

2017 Nissan Altima S

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

2017 Nissan Altima S

Batavia, IL

Fair PriceLimited · 17
$7,500117,293 mi

Market: $6,995 – $14,590

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Batavia, IL

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Batavia, IL

Unscored
$7,500120,995 mi

Comparison: 40 similar vehicles

Batavia, IL

2016 Lincoln MKZ Base

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

2016 Lincoln MKZ Base

Batavia, IL

Unscored
$7,500132,883 mi

Comparison: 8 similar vehicles

Batavia, IL

2014 BMW 3 Series 320i

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

2014 BMW 3 Series 320i

Batavia, IL

Unscored
$7,500135,339 mi

Comparison: 5 similar vehicles

Batavia, IL

2011 Land Rover LR2 Base

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

2011 Land Rover LR2 Base

Batavia, IL

UnscoredInsufficient · 0
$7,50063,753 mi

Batavia, IL

2016 Chrysler 200 S

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

2016 Chrysler 200 S

Batavia, IL

UnscoredInsufficient · 3
$7,800133,701 mi

Comparison: 3 similar vehicles

Batavia, IL

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Batavia, IL

Fair PriceModerate · 24
$7,800118,839 mi

Market: $5,354 – $14,998

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Batavia, IL

2020 Cadillac XT5 Luxury

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

2020 Cadillac XT5 Luxury

Batavia, IL

Unscored
$7,995202,847 mi

Comparison: 7 similar vehicles

Batavia, IL

2018 Nissan Altima SR

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

2018 Nissan Altima SR

Batavia, IL

Fair PriceModerate · 26
$7,995115,974 mi

Market: $6,995 – $16,998

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Batavia, IL

2016 Audi Q3 Premium Plus

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

2016 Audi Q3 Premium Plus

Batavia, IL

Unscored
$7,995126,987 mi

Comparison: 10 similar vehicles

Batavia, IL

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Batavia, IL

Unscored
$7,995122,016 mi

Comparison: 31 similar vehicles

Batavia, IL

2013 Audi Q5 Premium

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

2013 Audi Q5 Premium

Batavia, IL

Unscored
$7,99595,436 mi

Comparison: 8 similar vehicles

Batavia, IL

2011 Land Rover LR4 Base

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

2011 Land Rover LR4 Base

Batavia, IL

Unscored
$7,99587,714 mi

Comparison: 5 similar vehicles

Batavia, IL

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Batavia, IL

Unscored
$8,400144,838 mi

Comparison: 38 similar vehicles

Batavia, IL

2017 Nissan Altima S

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

2017 Nissan Altima S

Batavia, IL

Fair PriceLimited · 17
$8,500103,837 mi

Market: $6,995 – $14,590

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Batavia, IL

2017 Nissan Pathfinder Platinum

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

2017 Nissan Pathfinder Platinum

Batavia, IL

Unscored
$8,500114,501 mi

Comparison: 8 similar vehicles

Batavia, IL

2014 Land Rover Range Rover Evoque Pure

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

2014 Land Rover Range Rover Evoque Pure

Batavia, IL

UnscoredInsufficient · 0
$8,500110,982 mi

Batavia, IL

2016 INFINITI QX60 Base

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

2016 INFINITI QX60 Base

Batavia, IL

Unscored
$8,800131,611 mi

Comparison: 12 similar vehicles

Batavia, IL

1992 Cadillac Fleetwood

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

1992 Cadillac Fleetwood

Batavia, IL

UnscoredInsufficient · 0
$8,95099,890 mi

Batavia, IL

2017 Hyundai Tucson SE Plus

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

2017 Hyundai Tucson SE Plus

Batavia, IL

UnscoredInsufficient · 4
$8,995131,129 mi

Comparison: 4 similar vehicles

Batavia, IL

2011 Cadillac CTS Premium Collection

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

2011 Cadillac CTS Premium Collection

Batavia, IL

UnscoredInsufficient · 3
$8,99590,749 mi

Comparison: 3 similar vehicles

Batavia, IL

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Batavia, IL

Fair PriceModerate · 24
$9,60087,827 mi

Market: $5,354 – $14,998

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Batavia, IL

2017 BMW X3 xDrive28i

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

2017 BMW X3 xDrive28i

Batavia, IL

Fair PriceLimited · 16
$9,800104,443 mi

Market: $3,900 – $15,220

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Batavia, IL

2017 INFINITI QX60 Base

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

2017 INFINITI QX60 Base

Batavia, IL

Unscored
$9,995135,931 mi

Comparison: 26 similar vehicles

Batavia, IL

2016 INFINITI QX60 Base

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

2016 INFINITI QX60 Base

Batavia, IL

Fair PriceLimited · 12
$9,995119,382 mi

Market: $8,773 – $11,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Batavia, IL

2016 Land Rover Range Rover Evoque SE Premium

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

2016 Land Rover Range Rover Evoque SE Premium

Batavia, IL

UnscoredInsufficient · 0
$9,99581,705 mi

Batavia, IL

2016 Land Rover Range Rover Sport HSE

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

2016 Land Rover Range Rover Sport HSE

Batavia, IL

Fair PriceLimited · 11
$10,500105,258 mi

Market: $10,998 – $19,990

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 141 days listed (based on current market benchmarks)

Batavia, IL

2016 Buick Enclave Premium

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

2016 Buick Enclave Premium

Batavia, IL

Fair PriceLimited · 19
$11,750119,892 mi

Market: $7,995 – $19,995

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 570 days listed (based on current market benchmarks)

Batavia, IL

2014 INFINITI Q60 Coupe Base

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

2014 INFINITI Q60 Coupe Base

Batavia, IL

UnscoredInsufficient · 0
$12,850108,000 mi

Batavia, IL

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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