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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 · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

5,833 listings found

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Clarksville, TN

UnscoredLimited · 6
$1,900Mileage not verified

Comparison: 6 similar vehicles

Clarksville, TN

2007 Toyota Camry CE

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

2007 Toyota Camry CE

Nashville, TN

Salvage title
$1,999223,000 mi

Nashville, TN

2010 Nissan Sentra SR

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

2010 Nissan Sentra SR

Lebanon, TN

UnscoredInsufficient · 4
$2,000251,766 mi

Comparison: 4 similar vehicles

Lebanon, TN

2011 Ford Focus S

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

2011 Ford Focus S

Murfreesboro, TN

UnscoredInsufficient · 0
$2,300420,507 mi

Murfreesboro, TN

2007 Nissan Altima Base

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

2007 Nissan Altima Base

Pleasant View, TN

UnscoredInsufficient · 0
$2,700241,000 mi

Pleasant View, TN

2016 Ford Fiesta SE

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

2016 Ford Fiesta SE

Nashville, TN

UnscoredLimited · 9
$2,750162,620 mi

Comparison: 9 similar vehicles

Nashville, TN

2009 Chevrolet Cobalt LS

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

2009 Chevrolet Cobalt LS

Nashville, TN

UnscoredInsufficient · 0
$2,849160,695 mi

Nashville, TN

2018 Chevrolet Malibu 1LS

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

2018 Chevrolet Malibu 1LS

Nashville, TN

UnscoredLimited · 16
$2,900211,530 mi

Comparison: 16 similar vehicles

Nashville, TN

2009 Volkswagen Jetta SE

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

2009 Volkswagen Jetta SE

Clarksville, TN

Salvage title
$2,900185,556 mi

Clarksville, TN

2000 Buick Park Avenue Base

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

2000 Buick Park Avenue Base

Lebanon, TN

UnscoredInsufficient · 0
$2,900277,219 mi

Lebanon, TN

2006 Ford Five Hundred Limited

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

2006 Ford Five Hundred Limited

Mt. Juliet, TN

UnscoredInsufficient · 0
$2,990215,056 mi

Mt. Juliet, TN

2004 Pontiac Grand Am SE1

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

2004 Pontiac Grand Am SE1

Lebanon, TN

UnscoredInsufficient · 0
$2,995247,635 mi

Lebanon, TN

2004 Volkswagen Passat GLS

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

2004 Volkswagen Passat GLS

Nashville, TN

UnscoredLimited · 7
$2,995Mileage not verified

Comparison: 7 similar vehicles

Nashville, TN

2012 Chevrolet Impala 1FL

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

2012 Chevrolet Impala 1FL

Nashville, TN

UnscoredInsufficient · 0
$2,999106,773 mi

Nashville, TN

2010 Mazda MAZDA6 i Sport

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

2010 Mazda MAZDA6 i Sport

Nashville, TN

UnscoredLimited · 11
$2,999178,728 mi

Comparison: 11 similar vehicles

Nashville, TN

2008 Volkswagen Passat Lux

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

2008 Volkswagen Passat Lux

Nashville, TN

UnscoredInsufficient · 0
$2,99992,367 mi

Nashville, TN

No Photo

2001 Toyota Corolla CE

Nashville, TN

UnscoredInsufficient · 0
$3,000Mileage not verified

Nashville, TN

2010 Hyundai Elantra SE

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

2010 Hyundai Elantra SE

Hendersonville, TN

UnscoredInsufficient · 0
$3,189212,770 mi

Hendersonville, TN

2009 Acura TSX Base

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

2009 Acura TSX Base

Clarksville, TN

UnscoredInsufficient · 3
$3,200230,000 mi

Comparison: 3 similar vehicles

Clarksville, TN

2015 Volkswagen Jetta SE

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

2015 Volkswagen Jetta SE

Nashville, TN

UnscoredLimited · 8
$3,298Mileage not verified

Comparison: 8 similar vehicles

Nashville, TN

2011 Chevrolet Impala LT

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

2011 Chevrolet Impala LT

Nashville, TN

UnscoredLimited · 6
$3,366227,702 mi

Comparison: 6 similar vehicles

Nashville, TN

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Nashville, TN

UnscoredLimited · 5
$3,450348,663 mi

Comparison: 5 similar vehicles

Nashville, TN

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Mt. Juliet, TN

UnscoredInsufficient · 3
$3,450225,125 mi

Comparison: 3 similar vehicles

Mt. Juliet, TN

2010 Subaru Impreza 2.5i

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

2010 Subaru Impreza 2.5i

Nashville, TN

UnscoredInsufficient · 0
$3,450148,449 mi

Nashville, TN

2008 Nissan Sentra 2.0

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

2008 Nissan Sentra 2.0

Waverly, TN

UnscoredInsufficient · 0
$3,495190,807 mi

Waverly, TN

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Nashville, TN

UnscoredLimited · 12
$3,500162,000 mi

Comparison: 12 similar vehicles

Nashville, TN

2016 Audi A3 Sedan Premium

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

2016 Audi A3 Sedan Premium

Nashville, TN

UnscoredLimited · 5
$3,500143,000 mi

Comparison: 5 similar vehicles

Nashville, TN

2015 Honda Civic EX

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

2015 Honda Civic EX

Nashville, TN

UnscoredInsufficient · 4
$3,500234,805 mi

Comparison: 4 similar vehicles

Nashville, TN

2014 Acura ILX Technology

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

2014 Acura ILX Technology

Nashville, TN

UnscoredInsufficient · 0
$3,500259,000 mi

Nashville, TN

2014 Mercedes-Benz C-Class C250 Sport

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

2014 Mercedes-Benz C-Class C250 Sport

Nashville, TN

UnscoredLimited · 11
$3,500113,286 mi

Comparison: 11 similar vehicles

Nashville, TN

2013 Nissan Sentra S

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

2013 Nissan Sentra S

Nashville, TN

UnscoredInsufficient · 0
$3,500124,847 mi

Nashville, TN

2012 Honda Accord LX-P

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

2012 Honda Accord LX-P

La Vergne, TN

UnscoredLimited · 8
$3,500227,000 mi

Comparison: 8 similar vehicles

La Vergne, TN

2012 Kia Rio LX

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

2012 Kia Rio LX

Lebanon, TN

UnscoredInsufficient · 0
$3,500Mileage not verified

Lebanon, TN

2008 Chrysler Sebring Touring

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

2008 Chrysler Sebring Touring

Columbia, TN

UnscoredInsufficient · 0
$3,500205,128 mi

Columbia, TN

No Photo

2003 Ford Taurus SES Standard

Nashville, TN

UnscoredInsufficient · 0
$3,500Mileage not verified

Nashville, TN

2009 Cadillac DTS 1SA

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

2009 Cadillac DTS 1SA

Nashville, TN

UnscoredInsufficient · 0
$3,700128,928 mi

Nashville, TN

2010 Honda Accord EX-L V6

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

2010 Honda Accord EX-L V6

Nashville, TN

UnscoredLimited · 10
$3,800208,900 mi

Comparison: 10 similar vehicles

Nashville, TN

2013 Mazda MAZDA3 i Sport

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

2013 Mazda MAZDA3 i Sport

Nashville, TN

UnscoredLimited · 7
$3,850171,583 mi

Comparison: 7 similar vehicles

Nashville, TN

2013 Volkswagen Jetta SE

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

2013 Volkswagen Jetta SE

Nashville, TN

UnscoredLimited · 11
$3,875201,041 mi

Comparison: 11 similar vehicles

Nashville, TN

2016 Audi A6 Premium Plus

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

2016 Audi A6 Premium Plus

Nashville, TN

UnscoredInsufficient · 4
$3,900190,000 mi

Comparison: 4 similar vehicles

Nashville, TN

2013 BMW 5 Series 528i

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

2013 BMW 5 Series 528i

Nashville, TN

UnscoredLimited · 7
$3,900103,333 mi

Comparison: 7 similar vehicles

Nashville, TN

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Clarksville, TN

UnscoredLimited · 6
$3,900255,213 mi

Comparison: 6 similar vehicles

Clarksville, TN

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Clarksville, TN

UnscoredModerate · 30
$3,900262,659 mi

Comparison: 30 similar vehicles

Clarksville, TN

2007 Nissan Sentra 2.0

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

2007 Nissan Sentra 2.0

Dickson, TN

UnscoredInsufficient · 3
$3,900288,445 mi

Comparison: 3 similar vehicles

Dickson, TN

2005 Chevrolet Classic Base

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

2005 Chevrolet Classic Base

Waverly, TN

UnscoredInsufficient · 0
$3,950175,941 mi

Waverly, TN

2007 Lincoln MKZ Base

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

2007 Lincoln MKZ Base

Smyrna, TN

UnscoredInsufficient · 0
$3,990169,612 mi

Smyrna, TN

2017 Ford Fiesta S

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

2017 Ford Fiesta S

Nashville, TN

UnscoredInsufficient · 0
$3,995143,886 mi

Nashville, TN

2014 Nissan Versa Sedan S Plus

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

2014 Nissan Versa Sedan S Plus

Lebanon, TN

UnscoredLimited · 5
$3,99598,201 mi

Comparison: 5 similar vehicles

Lebanon, TN

2006 Nissan Altima SE

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

2006 Nissan Altima SE

Nashville, TN

UnscoredInsufficient · 3
$3,995206,075 mi

Comparison: 3 similar vehicles

Nashville, TN

No Photo

2006 Toyota Corolla LE

Portland, TN

UnscoredInsufficient · 0
$3,995217,500 mi

Portland, TN

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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