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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 19, 2026

6M+

Unique vehicles analyzed

as of October 18, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

1,384 listings found

2002 Toyota Camry Solara SLE

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

2002 Toyota Camry Solara SLE

Springfield, MO

UnscoredInsufficient · 0
$2,225210,353 mi

Springfield, MO

2004 Oldsmobile Alero GL1

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

2004 Oldsmobile Alero GL1

Jefferson City, MO

UnscoredInsufficient · 0
$2,300191,480 mi

Jefferson City, MO

2007 Pontiac G5 Base

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

2007 Pontiac G5 Base

Independence, MO

UnscoredInsufficient · 0
$2,497141,015 mi

Independence, MO

2005 Chevrolet Cobalt LS

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

2005 Chevrolet Cobalt LS

St. Louis, MO

UnscoredInsufficient · 0
$2,500249,102 mi

St. Louis, MO

2008 Hyundai Tiburon GS

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

2008 Hyundai Tiburon GS

House Springs, MO

UnscoredInsufficient · 0
$2,750242,000 mi

House Springs, MO

2006 Honda Accord LX

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

2006 Honda Accord LX

Joplin, MO

UnscoredInsufficient · 3
$2,979266,793 mi

Comparison: 3 similar vehicles

Joplin, MO

2006 Mitsubishi Eclipse GT

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

2006 Mitsubishi Eclipse GT

Fenton, MO

UnscoredInsufficient · 0
$2,995132,128 mi

Fenton, MO

2009 Scion tC Base

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

2009 Scion tC Base

Granby, MO

UnscoredInsufficient · 0
$3,500231,222 mi

Granby, MO

2007 Honda Civic EX

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

2007 Honda Civic EX

Kansas City, MO

UnscoredInsufficient · 0
$3,500201,361 mi

Kansas City, MO

1998 Ford Mustang Base

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

1998 Ford Mustang Base

Springfield, MO

UnscoredInsufficient · 0
$3,800177,208 mi

Springfield, MO

2006 Ford Mustang Standard

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

2006 Ford Mustang Standard

Pacific, MO

UnscoredInsufficient · 0
$3,900122,848 mi

Pacific, MO

2001 Honda Accord EX

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

2001 Honda Accord EX

Arnold, MO

UnscoredInsufficient · 0
$3,995143,493 mi

Arnold, MO

2007 Scion tC Base

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

2007 Scion tC Base

Fenton, MO

UnscoredInsufficient · 0
$4,490224,777 mi

Fenton, MO

2008 Honda Civic LX

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

2008 Honda Civic LX

Byrnes Mill, MO

UnscoredInsufficient · 4
$4,500199,741 mi

Comparison: 4 similar vehicles

Byrnes Mill, MO

2004 Honda Accord EX

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

2004 Honda Accord EX

Fenton, MO

UnscoredLimited · 9
$4,690209,283 mi

Comparison: 9 similar vehicles

Fenton, MO

2011 Ford Mustang V6

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

2011 Ford Mustang V6

Kansas City, MO

UnscoredLimited · 5
$4,800165,474 mi

Comparison: 5 similar vehicles

Kansas City, MO

2012 Kia Forte Koup SX

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

2012 Kia Forte Koup SX

Bates City, MO

UnscoredInsufficient · 0
$4,950148,842 mi

Bates City, MO

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Northmoor, MO

UnscoredLimited · 14
$4,950226,028 mi

Comparison: 14 similar vehicles

Northmoor, MO

2001 Cadillac Eldorado ESC

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

2001 Cadillac Eldorado ESC

Springfield, MO

UnscoredInsufficient · 0
$4,95085,150 mi

Springfield, MO

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Sullivan, MO

UnscoredLimited · 6
$4,990144,115 mi

Comparison: 6 similar vehicles

Sullivan, MO

2005 Scion tC Base

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

2005 Scion tC Base

St. Louis, MO

UnscoredInsufficient · 3
$4,999138,158 mi

Comparison: 3 similar vehicles

St. Louis, MO

2003 Ford Mustang Standard

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

2003 Ford Mustang Standard

Osage Beach, MO

UnscoredInsufficient · 4
$4,999Mileage not verified

Comparison: 4 similar vehicles

Osage Beach, MO

2010 Mercedes-Benz E-Class E350

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

2010 Mercedes-Benz E-Class E350

Kansas City, MO

UnscoredInsufficient · 0
$5,000185,000 mi

Kansas City, MO

2006 Mitsubishi Eclipse GT

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

2006 Mitsubishi Eclipse GT

Mexico, MO

UnscoredInsufficient · 0
$5,495142,245 mi

Mexico, MO

2006 Honda Civic EX

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

2006 Honda Civic EX

St. Louis, MO

UnscoredInsufficient · 3
$5,694199,206 mi

Comparison: 3 similar vehicles

St. Louis, MO

2009 BMW 3 Series 335xi

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

2009 BMW 3 Series 335xi

Brookline, MO

UnscoredInsufficient · 0
$5,750178,465 mi

Brookline, MO

2008 Nissan Altima S

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

2008 Nissan Altima S

St. Louis, MO

UnscoredLimited · 7
$5,850Mileage not verified

Comparison: 7 similar vehicles

St. Louis, MO

2012 Nissan Altima S

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

2012 Nissan Altima S

Kansas City, MO

UnscoredLimited · 8
$5,900139,000 mi

Comparison: 8 similar vehicles

Kansas City, MO

2012 Honda Civic EX

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

2012 Honda Civic EX

Valley Park, MO

UnscoredInsufficient · 4
$5,900156,330 mi

Comparison: 4 similar vehicles

Valley Park, MO

2010 BMW 3 Series 328i

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

2010 BMW 3 Series 328i

Kansas City, MO

UnscoredLimited · 5
$5,900151,000 mi

Comparison: 5 similar vehicles

Kansas City, MO

2008 Nissan Altima S

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

2008 Nissan Altima S

Raytown, MO

UnscoredLimited · 9
$5,950107,750 mi

Comparison: 9 similar vehicles

Raytown, MO

2005 Chrysler Crossfire Limited

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

2005 Chrysler Crossfire Limited

Kansas City, MO

UnscoredInsufficient · 0
$5,950130,659 mi

Kansas City, MO

2010 Nissan Altima SR

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

2010 Nissan Altima SR

St. Louis, MO

UnscoredInsufficient · 0
$5,995134,000 mi

St. Louis, MO

2005 Chevrolet Monte Carlo SS

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

2005 Chevrolet Monte Carlo SS

Independence, MO

UnscoredInsufficient · 0
$5,999154,582 mi

Independence, MO

2011 Dodge Challenger SE

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

2011 Dodge Challenger SE

Kansas City, MO

UnscoredInsufficient · 0
$6,000157,903 mi

Kansas City, MO

2008 Honda Civic EX-L

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

2008 Honda Civic EX-L

Saint Charles, MO

UnscoredInsufficient · 0
$6,299173,315 mi

Saint Charles, MO

2011 Honda Accord EX-L V6

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

2011 Honda Accord EX-L V6

Fenton, MO

UnscoredInsufficient · 3
$6,495190,146 mi

Comparison: 3 similar vehicles

Fenton, MO

2010 Hyundai Genesis Coupe Grand Touring

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

2010 Hyundai Genesis Coupe Grand Touring

St. Louis, MO

UnscoredInsufficient · 0
$6,495131,621 mi

St. Louis, MO

2010 BMW 3 Series 328i

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

2010 BMW 3 Series 328i

Jennings, MO

UnscoredInsufficient · 0
$6,495150,113 mi

Jennings, MO

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Joplin, MO

UnscoredInsufficient · 4
$6,500191,825 mi

Comparison: 4 similar vehicles

Joplin, MO

2012 Kia Forte Koup EX

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

2012 Kia Forte Koup EX

St. Louis, MO

UnscoredInsufficient · 0
$6,500115,064 mi

St. Louis, MO

2011 Audi A5 Premium

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

2011 Audi A5 Premium

Kansas City, MO

UnscoredInsufficient · 0
$6,500134,000 mi

Kansas City, MO

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

O'Fallon, MO

UnscoredLimited · 5
$6,500168,443 mi

Comparison: 5 similar vehicles

O'Fallon, MO

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Fenton, MO

UnscoredInsufficient · 4
$6,500169,842 mi

Comparison: 4 similar vehicles

Fenton, MO

2000 Mercedes-Benz CLK CLK430

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

2000 Mercedes-Benz CLK CLK430

St. Louis, MO

UnscoredInsufficient · 0
$6,800134,444 mi

St. Louis, MO

1999 Pontiac Firebird Base

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

1999 Pontiac Firebird Base

Sullivan, MO

UnscoredInsufficient · 0
$6,898125,270 mi

Sullivan, MO

2004 Nissan 350Z Touring

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

2004 Nissan 350Z Touring

Lake Saint Louis, MO

UnscoredInsufficient · 0
$6,899102,215 mi

Lake Saint Louis, MO

2013 Scion FR-S Base

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

2013 Scion FR-S Base

Springfield, MO

UnscoredInsufficient · 0
$6,900186,177 mi

Springfield, MO

2008 Mitsubishi Eclipse GS

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

2008 Mitsubishi Eclipse GS

Perryville, MO

UnscoredInsufficient · 0
$6,90091,630 mi

Perryville, MO

2003 Ford Mustang Standard

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

2003 Ford Mustang Standard

Webb City, MO

UnscoredInsufficient · 4
$6,944181,000 mi

Comparison: 4 similar vehicles

Webb City, MO

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 manage their profile, 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, exports, and enhanced merchandising.
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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