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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

2,649 listings found

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

2007 Ford Taurus SEL

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

2007 Ford Taurus SEL

Lewisburg, TN

UnscoredInsufficient · 0
$2,500254,244 mi

Lewisburg, 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

2003 Volvo S60 2.4T

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

2003 Volvo S60 2.4T

Lawrenceburg, TN

UnscoredInsufficient · 0
$2,995153,201 mi

Lawrenceburg, 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

No Photo

2001 Toyota Corolla CE

Nashville, TN

UnscoredInsufficient · 0
$3,000Mileage not verified

Nashville, 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

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

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

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

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

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

2006 Audi A8 Base

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

2006 Audi A8 Base

Nashville, TN

UnscoredInsufficient · 0
$3,995213,357 mi

Nashville, TN

2000 Toyota Avalon XLS

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

2000 Toyota Avalon XLS

Franklin, TN

UnscoredInsufficient · 3
$3,995213,442 mi

Comparison: 3 similar vehicles

Franklin, TN

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Nashville, TN

UnscoredLimited · 9
$3,999140,000 mi

Comparison: 9 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
$3,999178,799 mi

Comparison: 5 similar vehicles

Nashville, TN

2007 Honda Civic GX

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

2007 Honda Civic GX

Nashville, TN

UnscoredInsufficient · 0
$3,99968,991 mi

Nashville, TN

2006 Audi A6 Base

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

2006 Audi A6 Base

Nashville, TN

UnscoredInsufficient · 0
$3,999140,600 mi

Nashville, TN

2007 Toyota Corolla CE

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

2007 Toyota Corolla CE

Columbia, TN

UnscoredInsufficient · 3
$4,016299,999 mi

Comparison: 3 similar vehicles

Columbia, TN

2008 Kia Amanti Base

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

2008 Kia Amanti Base

Nashville, TN

UnscoredInsufficient · 0
$4,099116,851 mi

Nashville, TN

2014 Chevrolet Cruze ECO

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

2014 Chevrolet Cruze ECO

Nashville, TN

UnscoredInsufficient · 0
$4,200105,732 mi

Nashville, TN

2014 Ford Focus SE

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

2014 Ford Focus SE

Nashville, TN

UnscoredLimited · 9
$4,452125,544 mi

Comparison: 9 similar vehicles

Nashville, TN

2013 Chrysler 200 LX

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

2013 Chrysler 200 LX

Nashville, TN

UnscoredLimited · 7
$4,499139,190 mi

Comparison: 7 similar vehicles

Nashville, TN

2020 Hyundai Elantra Value Edition

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

2020 Hyundai Elantra Value Edition

Nashville, TN

UnscoredLimited · 5
$4,500288,000 mi

Comparison: 5 similar vehicles

Nashville, TN

2015 Chrysler 200 LX

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

2015 Chrysler 200 LX

Nashville, TN

UnscoredModerate · 31
$4,500175,348 mi

Comparison: 31 similar vehicles

Nashville, TN

2006 Nissan Sentra 1.8 S

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

2006 Nissan Sentra 1.8 S

Waverly, TN

UnscoredLimited · 12
$4,500230,159 mi

Comparison: 12 similar vehicles

Waverly, TN

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Nashville, TN

UnscoredModerate · 20
$4,550124,097 mi

Comparison: 20 similar vehicles

Nashville, TN

2014 Nissan Altima S

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

2014 Nissan Altima S

Nashville, TN

UnscoredInsufficient · 3
$4,600156,999 mi

Comparison: 3 similar vehicles

Nashville, TN

2012 Volvo S60 T5

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

2012 Volvo S60 T5

Brentwood, TN

UnscoredLimited · 12
$4,698166,086 mi

Comparison: 12 similar vehicles

Brentwood, TN

2011 Nissan Sentra SL

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

2011 Nissan Sentra SL

Pleasant View, TN

UnscoredInsufficient · 3
$4,700119,000 mi

Comparison: 3 similar vehicles

Pleasant View, TN

2013 Hyundai Sonata SE

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

2013 Hyundai Sonata SE

Nashville, TN

UnscoredInsufficient · 4
$4,775192,000 mi

Comparison: 4 similar vehicles

Nashville, TN

2008 Mercedes-Benz E-Class E320 BLUETEC

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

2008 Mercedes-Benz E-Class E320 BLUETEC

Nashville, TN

UnscoredInsufficient · 0
$4,799163,987 mi

Nashville, TN

2019 Nissan Versa Sedan SV

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

2019 Nissan Versa Sedan SV

Nashville, TN

UnscoredLimited · 5
$4,875120,900 mi

Comparison: 5 similar vehicles

Nashville, TN

2015 Nissan Versa Sedan S Plus

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

2015 Nissan Versa Sedan S Plus

Nashville, TN

Salvage title
$4,900124,550 mi

Nashville, TN

2012 Nissan Altima S

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

2012 Nissan Altima S

Columbia, TN

UnscoredLimited · 5
$4,900134,535 mi

Comparison: 5 similar vehicles

Columbia, TN

2007 Lexus ES 350

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

2007 Lexus ES 350

Franklin, TN

UnscoredInsufficient · 4
$4,900223,116 mi

Comparison: 4 similar vehicles

Franklin, TN

No Photo

2003 Acura TL Base

Nashville, TN

UnscoredInsufficient · 0
$4,900Mileage not verified

Nashville, TN

2017 Hyundai Elantra Limited

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

2017 Hyundai Elantra Limited

Waverly, TN

UnscoredModerate · 31
$4,994152,210 mi

Comparison: 31 similar vehicles

Waverly, 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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