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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 1, 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

302 listings found

1995 Buick Roadmaster

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

1995 Buick Roadmaster

Circleville, OH

UnscoredInsufficient · 0
$1,695111,376 mi

Circleville, OH

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Circleville, OH

Unscored
$2,495164,724 mi

Comparison: 17 similar vehicles

Circleville, OH

2005 Chevrolet Impala LS

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

2005 Chevrolet Impala LS

Circleville, OH

UnscoredInsufficient · 0
$2,495165,654 mi

Circleville, OH

2011 Subaru Legacy I Limited

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

2011 Subaru Legacy I Limited

Circleville, OH

Unscored
$2,999227,423 mi

Comparison: 8 similar vehicles

Circleville, OH

2012 Chrysler Town & Country Touring-L

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

2012 Chrysler Town & Country Touring-L

Circleville, OH

Unscored
$3,495172,249 mi

Comparison: 5 similar vehicles

Circleville, OH

2013 Kia Soul Base

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

2013 Kia Soul Base

Circleville, OH

Unscored
$3,995165,561 mi

Comparison: 5 similar vehicles

Circleville, OH

2006 Mercedes-Benz CLK-Class CLK350

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

2006 Mercedes-Benz CLK-Class CLK350

Circleville, OH

UnscoredInsufficient · 3
$3,995118,034 mi

Comparison: 3 similar vehicles

Circleville, OH

2003 Chevrolet Silverado 1500

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

2003 Chevrolet Silverado 1500

Circleville, OH

UnscoredInsufficient · 0
$3,99583,573 mi

Circleville, OH

2013 Subaru Outback Premium

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

2013 Subaru Outback Premium

Circleville, OH

Unscored
$3,999171,623 mi

Comparison: 8 similar vehicles

Circleville, OH

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Circleville, OH

Unscored
$4,495157,445 mi

Comparison: 7 similar vehicles

Circleville, OH

2008 Ford F-150 XL

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

2008 Ford F-150 XL

Circleville, OH

Unscored
$4,49598,957 mi

Comparison: 9 similar vehicles

Circleville, OH

2007 Chevrolet Avalanche LT

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

2007 Chevrolet Avalanche LT

Circleville, OH

UnscoredInsufficient · 0
$4,500164,472 mi

Circleville, OH

2016 Chevrolet Trax LS

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

2016 Chevrolet Trax LS

Circleville, OH

UnscoredInsufficient · 3
$4,995114,677 mi

Comparison: 3 similar vehicles

Circleville, OH

2014 Subaru Outback Base

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

2014 Subaru Outback Base

Circleville, OH

Unscored
$4,999165,284 mi

Comparison: 13 similar vehicles

Circleville, OH

2012 Honda Pilot EX-L

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

2012 Honda Pilot EX-L

Circleville, OH

UnscoredInsufficient · 3
$5,900204,420 mi

Comparison: 3 similar vehicles

Circleville, OH

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Circleville, OH

Salvage title
$5,99566,632 mi

Circleville, OH

2004 Subaru Forester XS

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

2004 Subaru Forester XS

Circleville, OH

UnscoredInsufficient · 0
$5,99543,917 mi

Circleville, OH

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Circleville, OH

Unscored
$6,995125,480 mi

Comparison: 19 similar vehicles

Circleville, OH

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Circleville, OH

UnscoredInsufficient · 3
$6,995101,606 mi

Comparison: 3 similar vehicles

Circleville, OH

2012 Jeep Wrangler Sport

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

2012 Jeep Wrangler Sport

Circleville, OH

UnscoredInsufficient · 4
$6,995161,200 mi

Comparison: 4 similar vehicles

Circleville, OH

2016 Hyundai Sonata Limited

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

2016 Hyundai Sonata Limited

Circleville, OH

Unscored
$6,999167,889 mi

Comparison: 26 similar vehicles

Circleville, OH

2013 FIAT 500 Abarth

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

2013 FIAT 500 Abarth

Circleville, OH

Unscored
$7,393126,467 mi

Comparison: 7 similar vehicles

Circleville, OH

2000 Chevrolet Corvette Base

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

2000 Chevrolet Corvette Base

Circleville, OH

Unscored
$7,995105,168 mi

Comparison: 10 similar vehicles

Circleville, OH

1995 Pontiac Firebird

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

1995 Pontiac Firebird

Circleville, OH

UnscoredInsufficient · 0
$7,99529,687 mi

Circleville, OH

2018 Mitsubishi Mirage ES

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

2018 Mitsubishi Mirage ES

Circleville, OH

UnscoredInsufficient · 0
$8,39350,102 mi

Circleville, OH

2012 Kia Optima LX

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

2012 Kia Optima LX

Circleville, OH

OverpricedLimited · 10
$8,393131,914 mi

Market: $2,995 – $7,450

Comparison: 10 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Circleville, OH

2012 Honda Civic LX

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

2012 Honda Civic LX

Circleville, OH

Unscored
$8,793211,496 mi

Comparison: 27 similar vehicles

Circleville, OH

2019 Mitsubishi Mirage ES

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

2019 Mitsubishi Mirage ES

Circleville, OH

UnscoredInsufficient · 3
$8,99575,682 mi

Comparison: 3 similar vehicles

Circleville, OH

2016 Kia Soul +

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

2016 Kia Soul +

Circleville, OH

Unscored
$9,393147,669 mi

Comparison: 9 similar vehicles

Circleville, OH

1987 Pontiac Firebird

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

1987 Pontiac Firebird

Circleville, OH

UnscoredInsufficient · 0
$9,99557,365 mi

Circleville, OH

2018 Kia Soul Base

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

2018 Kia Soul Base

Circleville, OH

Fair PriceRobust · 63
$10,393114,010 mi

Market: $4,500 – $13,999

Comparison: 63 similar vehicles

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

Circleville, OH

2014 Toyota Camry SE

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

2014 Toyota Camry SE

Circleville, OH

Unscored
$10,393185,742 mi

Comparison: 10 similar vehicles

Circleville, OH

2013 Buick LaCrosse Premium 2

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

2013 Buick LaCrosse Premium 2

Circleville, OH

Unscored
$10,393142,618 mi

Comparison: 14 similar vehicles

Circleville, OH

2016 Lincoln MKZ Base

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

2016 Lincoln MKZ Base

Circleville, OH

UnscoredInsufficient · 4
$10,893127,509 mi

Comparison: 4 similar vehicles

Circleville, OH

2019 Subaru WRX Base

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

2019 Subaru WRX Base

Circleville, OH

UnscoredInsufficient · 0
$10,99596,714 mi

Circleville, OH

1999 Chevrolet Corvette Base

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

1999 Chevrolet Corvette Base

Circleville, OH

Unscored
$10,99573,541 mi

Comparison: 9 similar vehicles

Circleville, OH

2017 Buick Regal Sport Touring

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

2017 Buick Regal Sport Touring

Circleville, OH

Fair PriceLimited · 17
$11,393116,646 mi

Market: $6,800 – $15,999

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Circleville, OH

2018 Buick Enclave Premium

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

2018 Buick Enclave Premium

Circleville, OH

UnscoredInsufficient · 4
$11,999154,869 mi

Comparison: 4 similar vehicles

Circleville, OH

2013 Audi allroad Premium

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

2013 Audi allroad Premium

Circleville, OH

Unscored
$13,393113,539 mi

Comparison: 5 similar vehicles

Circleville, OH

2018 Jeep Cherokee Latitude Plus

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

2018 Jeep Cherokee Latitude Plus

Circleville, OH

UnscoredInsufficient · 3
$13,87898,144 mi

Comparison: 3 similar vehicles

Circleville, OH

2017 Chevrolet Silverado 1500 LT Z71

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

2017 Chevrolet Silverado 1500 LT Z71

Circleville, OH

Great DealLimited · 11
$14,995119,963 mi

Market: $18,393 – $25,990

Comparison: 11 similar vehicles

Competitively priced ~18% below the typical range compared to similar vehicles · 70 days listed (based on current market benchmarks)

Circleville, OH

2018 Ford Taurus SEL

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

2018 Ford Taurus SEL

Circleville, OH

Fair PriceModerate · 22
$15,39375,766 mi

Market: $9,800 – $19,488

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Circleville, OH

2017 Cadillac XTS Luxury

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

2017 Cadillac XTS Luxury

Circleville, OH

Fair PriceModerate · 23
$16,39396,563 mi

Market: $9,900 – $18,443

Comparison: 23 similar vehicles

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

Circleville, OH

2020 Ford Edge Titanium

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

2020 Ford Edge Titanium

Circleville, OH

Fair PriceRobust · 102
$16,50097,071 mi

Market: $10,894 – $41,340

Comparison: 102 similar vehicles

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

Circleville, OH

2002 Chevrolet Camaro Base

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

2002 Chevrolet Camaro Base

Circleville, OH

UnscoredInsufficient · 0
$17,5005,100 mi

Circleville, OH

2018 Honda Odyssey Elite

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

2018 Honda Odyssey Elite

Circleville, OH

UnscoredInsufficient · 4
$20,339127,102 mi

Comparison: 4 similar vehicles

Circleville, OH

2025 Chevrolet Trax Activ

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

2025 Chevrolet Trax Activ

Circleville, OH

Unscored
$23,27335,250 mi

Comparison: 5 similar vehicles

Circleville, OH

2023 Hyundai Tucson SEL

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

2023 Hyundai Tucson SEL

Circleville, OH

Fair PriceModerate · 34
$24,10627,287 mi

Market: $21,897 – $25,650

Comparison: 34 similar vehicles

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

Circleville, OH

2024 Chevrolet Equinox EV RS

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

2024 Chevrolet Equinox EV RS

Circleville, OH

UnscoredInsufficient · 3
$28,18933,381 mi

Comparison: 3 similar vehicles

Circleville, OH

2026 Buick Encore GX Sport Touring

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

2026 Buick Encore GX Sport Touring

Circleville, OH

Fair PriceRobust · 163
$28,358Mileage not verified

Market: $27,911 – $38,193

Comparison: 163 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Circleville, OH

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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