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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 3, 2026

6.1M+

Unique vehicles analyzed

as of November 3, 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

586 listings found

2000 Toyota Avalon XL

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

2000 Toyota Avalon XL

Bowling Green, OH

UnscoredInsufficient · 3
$2,995283,835 mi

Comparison: 3 similar vehicles

Bowling Green, OH

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Bowling Green, OH

Unscored
$3,500187,947 mi

Comparison: 51 similar vehicles

Bowling Green, OH

2010 Nissan Xterra SE

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

2010 Nissan Xterra SE

Bowling Green, OH

UnscoredInsufficient · 0
$3,995180,401 mi

Bowling Green, OH

2010 Volvo S40 2.4i

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

2010 Volvo S40 2.4i

Bowling Green, OH

UnscoredInsufficient · 0
$3,995167,862 mi

Bowling Green, OH

2007 Toyota RAV4 Sport

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

2007 Toyota RAV4 Sport

Bowling Green, OH

UnscoredInsufficient · 3
$3,995400,323 mi

Comparison: 3 similar vehicles

Bowling Green, OH

2015 Dodge Dart SXT

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

2015 Dodge Dart SXT

Bowling Green, OH

Unscored
$4,995169,189 mi

Comparison: 18 similar vehicles

Bowling Green, OH

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Bowling Green, OH

Unscored
$4,995184,050 mi

Comparison: 5 similar vehicles

Bowling Green, OH

2014 Honda CR-V EX

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

2014 Honda CR-V EX

Bowling Green, OH

UnscoredInsufficient · 3
$4,995262,272 mi

Comparison: 3 similar vehicles

Bowling Green, OH

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Bowling Green, OH

Fair PriceRobust · 67
$5,490Mileage not verified

Market: $1,200 – $9,495

Comparison: 67 similar vehicles

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

Bowling Green, OH

2017 Nissan Pathfinder SL

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

2017 Nissan Pathfinder SL

Bowling Green, OH

Unscored
$5,995147,001 mi

Comparison: 45 similar vehicles

Bowling Green, OH

2014 Chrysler 200 Limited

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

2014 Chrysler 200 Limited

Bowling Green, OH

Fair PriceModerate · 25
$5,995109,112 mi

Market: $3,500 – $9,455

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Bowling Green, OH

2004 Pontiac Grand Prix GT1

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

2004 Pontiac Grand Prix GT1

Bowling Green, OH

Unscored
$5,99970,496 mi

Comparison: 5 similar vehicles

Bowling Green, OH

2012 Lincoln MKX Base

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

2012 Lincoln MKX Base

Bowling Green, OH

Unscored
$6,253143,775 mi

Comparison: 26 similar vehicles

Bowling Green, OH

2002 Chevrolet S-10 LS

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

2002 Chevrolet S-10 LS

Bowling Green, OH

UnscoredInsufficient · 0
$6,548Mileage not verified

Bowling Green, OH

2019 Kia RIO S

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

2019 Kia RIO S

Bowling Green, OH

Unscored
$6,995128,351 mi

Comparison: 22 similar vehicles

Bowling Green, OH

2009 Scion xB Base

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

2009 Scion xB Base

Bowling Green, OH

Unscored
$6,999174,635 mi

Comparison: 5 similar vehicles

Bowling Green, OH

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Bowling Green, OH

Unscored
$7,299125,297 mi

Comparison: 19 similar vehicles

Bowling Green, OH

2013 Jeep Grand Cherokee Laredo X

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

2013 Jeep Grand Cherokee Laredo X

Bowling Green, OH

Unscored
$7,450166,155 mi

Comparison: 29 similar vehicles

Bowling Green, OH

2012 Ford F-150 XL

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

2012 Ford F-150 XL

Bowling Green, OH

Unscored
$7,865219,857 mi

Comparison: 44 similar vehicles

Bowling Green, OH

2014 Cadillac ATS Luxury Collection

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

2014 Cadillac ATS Luxury Collection

Bowling Green, OH

Unscored
$7,886147,262 mi

Comparison: 15 similar vehicles

Bowling Green, OH

2013 Chrysler 300

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

2013 Chrysler 300

Bowling Green, OH

UnscoredInsufficient · 0
$7,925120,871 mi

Bowling Green, OH

2017 Chrysler Pacifica Touring-L Plus

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

2017 Chrysler Pacifica Touring-L Plus

Bowling Green, OH

Unscored
$7,989199,335 mi

Comparison: 7 similar vehicles

Bowling Green, OH

2008 Honda Ridgeline RTS

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

2008 Honda Ridgeline RTS

Bowling Green, OH

UnscoredInsufficient · 0
$7,995165,655 mi

Bowling Green, OH

2011 Chevrolet Malibu 2LT

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

2011 Chevrolet Malibu 2LT

Bowling Green, OH

Fair PriceModerate · 28
$7,99676,302 mi

Market: $4,900 – $8,995

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Bowling Green, OH

2013 Nissan Altima Sedan Base

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

2013 Nissan Altima Sedan Base

Bowling Green, OH

UnscoredInsufficient · 0
$7,999Mileage not verified

Bowling Green, OH

2013 Kia Rio 5-Door LX

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

2013 Kia Rio 5-Door LX

Bowling Green, OH

Unscored
$7,999118,708 mi

Comparison: 8 similar vehicles

Bowling Green, OH

2006 Honda Element LX

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

2006 Honda Element LX

Bowling Green, OH

UnscoredInsufficient · 0
$7,999166,211 mi

Bowling Green, OH

2017 Dodge Grand Caravan GT

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

2017 Dodge Grand Caravan GT

Bowling Green, OH

Unscored
$8,248153,196 mi

Comparison: 92 similar vehicles

Bowling Green, OH

2016 Jeep Renegade Sport

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

2016 Jeep Renegade Sport

Bowling Green, OH

Fair PriceModerate · 36
$8,393Mileage not verified

Market: $5,495 – $13,995

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Bowling Green, OH

2013 Kia Soul Base

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

2013 Kia Soul Base

Bowling Green, OH

Fair PriceRobust · 58
$8,59984,000 mi

Market: $1,950 – $9,134

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Bowling Green, OH

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Bowling Green, OH

Unscored
$8,80067,478 mi

Comparison: 8 similar vehicles

Bowling Green, OH

2011 Honda CR-V EX-L

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

2011 Honda CR-V EX-L

Bowling Green, OH

Fair PriceRobust · 75
$8,888Mileage not verified

Market: $3,443 – $14,535

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Bowling Green, OH

2016 Chevrolet Malibu Limited 1LS

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

2016 Chevrolet Malibu Limited 1LS

Bowling Green, OH

UnscoredInsufficient · 4
$8,962107,925 mi

Comparison: 4 similar vehicles

Bowling Green, OH

2014 Acura MDX Advance and Entertainment Package

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

2014 Acura MDX Advance and Entertainment Package

Bowling Green, OH

Unscored
$8,975128,644 mi

Comparison: 10 similar vehicles

Bowling Green, OH

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Bowling Green, OH

Unscored
$8,990129,897 mi

Comparison: 28 similar vehicles

Bowling Green, OH

2011 Chevrolet Express Cargo Work Van

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

2011 Chevrolet Express Cargo Work Van

Bowling Green, OH

Unscored
$8,995227,744 mi

Comparison: 18 similar vehicles

Bowling Green, OH

2015 Nissan Altima S

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

2015 Nissan Altima S

Bowling Green, OH

Fair PriceRobust · 120
$8,999Mileage not verified

Market: $2,750 – $18,088

Comparison: 120 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Bowling Green, OH

2017 Dodge Journey Crossroad Plus

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

2017 Dodge Journey Crossroad Plus

Bowling Green, OH

Unscored
$9,193123,893 mi

Comparison: 32 similar vehicles

Bowling Green, OH

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Bowling Green, OH

Fair PriceLimited · 12
$9,393Mileage not verified

Market: $7,995 – $13,519

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Bowling Green, OH

2016 Honda Odyssey SE

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

2016 Honda Odyssey SE

Bowling Green, OH

Fair PriceLimited · 12
$9,393Mileage not verified

Market: $8,208 – $14,743

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Bowling Green, OH

2011 Honda CR-V SE

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

2011 Honda CR-V SE

Bowling Green, OH

UnscoredInsufficient · 4
$9,393155,635 mi

Comparison: 4 similar vehicles

Bowling Green, OH

2014 Chrysler 200 Limited

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

2014 Chrysler 200 Limited

Bowling Green, OH

Unscored
$9,45585,308 mi

Comparison: 5 similar vehicles

Bowling Green, OH

2011 Jeep Wrangler Unlimited Sahara

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

2011 Jeep Wrangler Unlimited Sahara

Bowling Green, OH

Fair PriceRobust · 64
$9,954111,256 mi

Market: $8,594 – $19,309

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Bowling Green, OH

2015 Chrysler 200 C

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

2015 Chrysler 200 C

Bowling Green, OH

Unscored
$9,982116,106 mi

Comparison: 6 similar vehicles

Bowling Green, OH

2012 Nissan Quest S

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

2012 Nissan Quest S

Bowling Green, OH

UnscoredInsufficient · 4
$9,99977,109 mi

Comparison: 4 similar vehicles

Bowling Green, OH

2007 Honda Element EX

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

2007 Honda Element EX

Bowling Green, OH

Unscored
$9,999176,505 mi

Comparison: 5 similar vehicles

Bowling Green, OH

2017 Mitsubishi Outlander ES

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

2017 Mitsubishi Outlander ES

Bowling Green, OH

Fair PriceLimited · 12
$10,399107,982 mi

Market: $5,495 – $14,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Bowling Green, OH

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Bowling Green, OH

Unscored
$10,509Mileage not verified

Comparison: 7 similar vehicles

Bowling Green, OH

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Bowling Green, OH

Fair PriceRobust · 226
$10,848109,017 mi

Market: $3,995 – $16,995

Comparison: 226 similar vehicles

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

Bowling Green, OH

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Bowling Green, OH

Unscored
$10,893Mileage not verified

Comparison: 9 similar vehicles

Bowling Green, OH

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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