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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 6, 2026

7.1M+

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

34,170 listings found

2007 GMC Savana

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

2007 GMC Savana

Lakewood, OH

UnscoredInsufficient · 0
$1,695257,986 mi

Lakewood, OH

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Oregon, OH

Unscored
$1,700204,770 mi

Comparison: 58 similar vehicles

Oregon, OH

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Oregon, OH

UnscoredInsufficient · 3
$1,800195,584 mi

Comparison: 3 similar vehicles

Oregon, OH

2005 Chevrolet Colorado

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

2005 Chevrolet Colorado

Oregon, OH

UnscoredInsufficient · 0
$1,900274,829 mi

Oregon, OH

2008 Ford Edge SEL

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

2008 Ford Edge SEL

North Olmsted, OH

Unscored
$1,943251,178 mi

Comparison: 11 similar vehicles

North Olmsted, OH

2001 Pontiac Grand Prix GTP

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

2001 Pontiac Grand Prix GTP

Middleburg Heights, OH

UnscoredInsufficient · 0
$1,943162,297 mi

Middleburg Heights, OH

2010 Honda Civic LX

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

2010 Honda Civic LX

Middleburg Heights, OH

UnscoredInsufficient · 3
$1,948243,091 mi

Comparison: 3 similar vehicles

Middleburg Heights, OH

2008 Kia Spectra SX

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

2008 Kia Spectra SX

Mansfield, OH

UnscoredInsufficient · 0
$1,995166,845 mi

Mansfield, OH

2000 Honda Odyssey EX

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

2000 Honda Odyssey EX

North Ridgeville, OH

UnscoredInsufficient · 0
$1,995160,500 mi

North Ridgeville, OH

2012 Ford Focus SE

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

2012 Ford Focus SE

Middleburg Heights, OH

Unscored
$2,098158,203 mi

Comparison: 10 similar vehicles

Middleburg Heights, OH

2014 Dodge Avenger SE

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

2014 Dodge Avenger SE

Strongsville, OH

UnscoredInsufficient · 3
$2,148197,005 mi

Comparison: 3 similar vehicles

Strongsville, OH

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Strongsville, OH

Unscored
$2,248147,345 mi

Comparison: 9 similar vehicles

Strongsville, OH

2005 Ford Freestyle Limited

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

2005 Ford Freestyle Limited

Fostoria, OH

UnscoredInsufficient · 0
$2,292215,256 mi

Fostoria, OH

2008 Pontiac G6

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

2008 Pontiac G6

Cleveland, OH

Unscored
$2,400136,321 mi

Comparison: 16 similar vehicles

Cleveland, OH

2010 GMC Terrain SLE-1

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

2010 GMC Terrain SLE-1

Middleburg Heights, OH

UnscoredInsufficient · 4
$2,443128,421 mi

Comparison: 4 similar vehicles

Middleburg Heights, OH

2006 Mercedes-Benz E-Class E350

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

2006 Mercedes-Benz E-Class E350

North Ridgeville, OH

Unscored
$2,495181,841 mi

Comparison: 6 similar vehicles

North Ridgeville, OH

2003 Saturn VUE Base

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

2003 Saturn VUE Base

North Ridgeville, OH

UnscoredInsufficient · 0
$2,495132,525 mi

North Ridgeville, OH

2003 Lexus ES 300

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

2003 Lexus ES 300

North Ridgeville, OH

Unscored
$2,495140,154 mi

Comparison: 6 similar vehicles

North Ridgeville, OH

1992 Ford F-150

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

1992 Ford F-150

Medina, OH

UnscoredInsufficient · 0
$2,495123,059 mi

Medina, OH

2014 Ford Focus SE

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

2014 Ford Focus SE

Ontario, OH

Unscored
$2,500141,930 mi

Comparison: 7 similar vehicles

Ontario, OH

2013 Kia Soul +

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

2013 Kia Soul +

Parma, OH

Unscored
$2,500136,629 mi

Comparison: 9 similar vehicles

Parma, OH

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Parma, OH

Unscored
$2,500114,328 mi

Comparison: 6 similar vehicles

Parma, OH

2007 Honda Civic LX

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

2007 Honda Civic LX

Medina, OH

Fair PriceLimited · 14
$2,595Mileage not verified

Market: $2,500 – $9,999

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Medina, OH

1991 Buick Regal

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

1991 Buick Regal

Lakewood, OH

UnscoredInsufficient · 0
$2,600154,233 mi

Lakewood, OH

2014 Kia Soul Base

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

2014 Kia Soul Base

Parma, OH

Unscored
$2,650174,681 mi

Comparison: 11 similar vehicles

Parma, OH

2010 MINI Cooper Base

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

2010 MINI Cooper Base

Lorain, OH

Unscored
$2,650219,000 mi

Comparison: 7 similar vehicles

Lorain, OH

2013 Kia Soul +

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

2013 Kia Soul +

Westlake, OH

Unscored
$2,667198,883 mi

Comparison: 7 similar vehicles

Westlake, OH

2002 Chevrolet Astro Base

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

2002 Chevrolet Astro Base

Medina, OH

UnscoredInsufficient · 0
$2,75092,298 mi

Medina, OH

2008 Hyundai Accent GLS

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

2008 Hyundai Accent GLS

Medina, OH

UnscoredInsufficient · 0
$2,795Mileage not verified

Medina, OH

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Mansfield, OH

Unscored
$2,838147,575 mi

Comparison: 15 similar vehicles

Mansfield, OH

2014 Chevrolet Cruze 1FL

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

2014 Chevrolet Cruze 1FL

Tiffin, OH

Unscored
$2,850143,092 mi

Comparison: 9 similar vehicles

Tiffin, OH

2011 Kia Rio LX

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

2011 Kia Rio LX

Toledo, OH

UnscoredInsufficient · 3
$2,900178,800 mi

Comparison: 3 similar vehicles

Toledo, OH

2008 Subaru Legacy I Limited

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

2008 Subaru Legacy I Limited

Middleburg Heights, OH

UnscoredInsufficient · 0
$2,943185,030 mi

Middleburg Heights, OH

2014 Ford Escape SE

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

2014 Ford Escape SE

Columbia Station, OH

Unscored
$2,950166,159 mi

Comparison: 21 similar vehicles

Columbia Station, OH

2013 Nissan Sentra S

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

2013 Nissan Sentra S

Columbia Station, OH

Unscored
$2,950122,039 mi

Comparison: 5 similar vehicles

Columbia Station, OH

2010 Honda Accord EX-L

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

2010 Honda Accord EX-L

Columbia Station, OH

Unscored
$2,950224,806 mi

Comparison: 18 similar vehicles

Columbia Station, OH

2008 Ford Fusion SE

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

2008 Ford Fusion SE

Lorain, OH

Unscored
$2,950221,003 mi

Comparison: 13 similar vehicles

Lorain, OH

2003 Ford Econoline Wagon XL

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

2003 Ford Econoline Wagon XL

Lorain, OH

UnscoredInsufficient · 3
$2,950161,826 mi

Comparison: 3 similar vehicles

Lorain, OH

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Bucyrus, OH

Unscored
$2,995203,510 mi

Comparison: 224 similar vehicles

Bucyrus, OH

2016 Chevrolet Traverse LS

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

2016 Chevrolet Traverse LS

Toledo, OH

Unscored
$2,995261,504 mi

Comparison: 22 similar vehicles

Toledo, OH

2016 Buick Regal Base

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

2016 Buick Regal Base

Cleveland, OH

UnscoredInsufficient · 3
$2,995194,377 mi

Comparison: 3 similar vehicles

Cleveland, OH

2015 Chevrolet Cruze LS

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

2015 Chevrolet Cruze LS

Mansfield, OH

Unscored
$2,995161,020 mi

Comparison: 31 similar vehicles

Mansfield, OH

2014 Ford Focus SE

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

2014 Ford Focus SE

Mansfield, OH

Unscored
$2,995130,736 mi

Comparison: 7 similar vehicles

Mansfield, OH

2014 Ford Focus SE

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

2014 Ford Focus SE

Mansfield, OH

Unscored
$2,995113,367 mi

Comparison: 7 similar vehicles

Mansfield, OH

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Mansfield, OH

Unscored
$2,995140,670 mi

Comparison: 202 similar vehicles

Mansfield, OH

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Mansfield, OH

Fair PriceRobust · 63
$2,995Mileage not verified

Market: $2,995 – $9,995

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Mansfield, OH

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

North Ridgeville, OH

Unscored
$2,995162,099 mi

Comparison: 6 similar vehicles

North Ridgeville, OH

2013 Dodge Dart Rallye

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

2013 Dodge Dart Rallye

Mansfield, OH

Unscored
$2,995160,008 mi

Comparison: 15 similar vehicles

Mansfield, OH

2013 Chrysler Town & Country Touring

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

2013 Chrysler Town & Country Touring

Mansfield, OH

Unscored
$2,995193,356 mi

Comparison: 47 similar vehicles

Mansfield, OH

2013 Kia Soul Base

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

2013 Kia Soul Base

North Ridgeville, OH

Unscored
$2,995157,009 mi

Comparison: 13 similar vehicles

North Ridgeville, 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 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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