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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 16, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

1,165 listings found

2006 Honda Accord LX

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

2006 Honda Accord LX

Muskogee, OK

UnscoredInsufficient · 0
$1,450264,081 mi

Muskogee, OK

2002 Chrysler Sebring LXI

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

2002 Chrysler Sebring LXI

Tulsa, OK

UnscoredInsufficient · 0
$2,000134,993 mi

Tulsa, OK

1997 Honda Civic EX

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

1997 Honda Civic EX

Norman, OK

UnscoredInsufficient · 0
$2,799199,000 mi

Norman, OK

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Tulsa, OK

UnscoredInsufficient · 0
$2,950294,344 mi

Tulsa, OK

2007 Pontiac G6 GT

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

2007 Pontiac G6 GT

Mcalester, OK

UnscoredInsufficient · 0
$2,995227,000 mi

Mcalester, OK

2006 INFINITI G35 Coupe Base

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

2006 INFINITI G35 Coupe Base

Tulsa, OK

UnscoredInsufficient · 0
$3,000148,628 mi

Tulsa, OK

2005 Honda Accord EX

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

2005 Honda Accord EX

Oklahoma City, OK

UnscoredLimited · 6
$3,390255,362 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2008 Honda Accord EX

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

2008 Honda Accord EX

Oklahoma City, OK

UnscoredLimited · 9
$3,500279,422 mi

Comparison: 9 similar vehicles

Oklahoma City, OK

2007 Pontiac G5 Base

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

2007 Pontiac G5 Base

Tulsa, OK

UnscoredInsufficient · 0
$3,500268,150 mi

Tulsa, OK

2006 Ford Mustang Standard

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

2006 Ford Mustang Standard

Mcalester, OK

UnscoredInsufficient · 0
$3,500224,000 mi

Mcalester, OK

2006 Honda Civic LX

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

2006 Honda Civic LX

Tulsa, OK

Salvage title
$3,500232,862 mi

Tulsa, OK

2005 Chevrolet Monte Carlo LS

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

2005 Chevrolet Monte Carlo LS

Tulsa, OK

UnscoredInsufficient · 0
$3,500159,648 mi

Tulsa, OK

2004 Toyota Camry Solara SE

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

2004 Toyota Camry Solara SE

Tulsa, OK

UnscoredInsufficient · 0
$3,500274,232 mi

Tulsa, OK

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

Tulsa, OK

UnscoredInsufficient · 0
$3,600154,000 mi

Tulsa, OK

2007 Honda Accord EX

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

2007 Honda Accord EX

Oklahoma City, OK

UnscoredLimited · 10
$3,660220,000 mi

Comparison: 10 similar vehicles

Oklahoma City, OK

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

Oklahoma City, OK

UnscoredLimited · 8
$3,777273,816 mi

Comparison: 8 similar vehicles

Oklahoma City, OK

2011 Nissan Altima S

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

2011 Nissan Altima S

Bartlesville, OK

UnscoredLimited · 10
$3,888197,500 mi

Comparison: 10 similar vehicles

Bartlesville, OK

2008 Honda Accord EX

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

2008 Honda Accord EX

Tulsa, OK

UnscoredLimited · 8
$3,950202,382 mi

Comparison: 8 similar vehicles

Tulsa, OK

2010 Kia Forte Koup EX

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

2010 Kia Forte Koup EX

Tulsa, OK

UnscoredInsufficient · 0
$3,999179,803 mi

Tulsa, OK

2002 Chevrolet Monte Carlo LS

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

2002 Chevrolet Monte Carlo LS

Pauls Valley, OK

UnscoredInsufficient · 0
$4,000173,696 mi

Pauls Valley, OK

2010 Mercedes-Benz E-Class E550

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

2010 Mercedes-Benz E-Class E550

Oklahoma City, OK

UnscoredInsufficient · 0
$4,277261,869 mi

Oklahoma City, OK

2008 Scion tC Spec Package

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

2008 Scion tC Spec Package

Oklahoma City, OK

UnscoredInsufficient · 0
$4,277196,124 mi

Oklahoma City, OK

2009 Scion tC Base

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

2009 Scion tC Base

Norman, OK

UnscoredInsufficient · 0
$4,387188,230 mi

Norman, OK

2009 Ford Mustang Premium

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

2009 Ford Mustang Premium

Oklahoma City, OK

UnscoredInsufficient · 3
$4,460181,000 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2007 Honda Civic EX

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

2007 Honda Civic EX

Oklahoma City, OK

UnscoredInsufficient · 4
$4,777169,183 mi

Comparison: 4 similar vehicles

Oklahoma City, OK

2012 Scion tC Base

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

2012 Scion tC Base

Oklahoma City, OK

UnscoredInsufficient · 0
$4,800155,123 mi

Oklahoma City, OK

2010 Honda Civic LX

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

2010 Honda Civic LX

Oklahoma City, OK

Salvage title
$4,850168,555 mi

Oklahoma City, OK

2012 Nissan Altima S

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

2012 Nissan Altima S

Moore, OK

UnscoredInsufficient · 4
$4,950146,650 mi

Comparison: 4 similar vehicles

Moore, OK

2011 Chevrolet Camaro 2LS

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

2011 Chevrolet Camaro 2LS

Oklahoma City, OK

UnscoredInsufficient · 0
$4,995142,780 mi

Oklahoma City, OK

2001 Toyota Celica GT

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

2001 Toyota Celica GT

Oklahoma City, OK

UnscoredInsufficient · 0
$4,995248,843 mi

Oklahoma City, OK

2006 Scion tC Base

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

2006 Scion tC Base

Tulsa, OK

UnscoredInsufficient · 0
$5,450154,507 mi

Tulsa, OK

2005 Chevrolet Cobalt LS

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

2005 Chevrolet Cobalt LS

Tulsa, OK

UnscoredInsufficient · 0
$5,50033,590 mi

Tulsa, OK

2002 Dodge Stratus SXT

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

2002 Dodge Stratus SXT

McAlester, OK

UnscoredInsufficient · 0
$5,500110,335 mi

McAlester, OK

2011 Honda Civic LX

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

2011 Honda Civic LX

Lawton, OK

UnscoredLimited · 9
$5,995180,198 mi

Comparison: 9 similar vehicles

Lawton, OK

2012 Mercedes-Benz E-Class E350

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

2012 Mercedes-Benz E-Class E350

Broken Arrow, OK

UnscoredLimited · 6
$6,00099,979 mi

Comparison: 6 similar vehicles

Broken Arrow, OK

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Muskogee, OK

UnscoredLimited · 15
$6,000150,896 mi

Comparison: 15 similar vehicles

Muskogee, OK

2013 Nissan Altima Coupe S

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

2013 Nissan Altima Coupe S

Oklahoma City, OK

UnscoredInsufficient · 0
$6,277129,844 mi

Oklahoma City, OK

2007 Chrysler Crossfire Base

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

2007 Chrysler Crossfire Base

Edmond, OK

UnscoredInsufficient · 0
$6,290169,332 mi

Edmond, OK

2007 INFINITI G 35

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

2007 INFINITI G 35

Broken Arrow, OK

UnscoredInsufficient · 0
$6,398192,474 mi

Broken Arrow, OK

2015 Scion tC Base

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

2015 Scion tC Base

Oklahoma City, OK

UnscoredInsufficient · 3
$6,477102,948 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2008 Ford Mustang Deluxe

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

2008 Ford Mustang Deluxe

Tulsa, OK

UnscoredInsufficient · 0
$6,486161,046 mi

Tulsa, OK

2012 Nissan Altima S

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

2012 Nissan Altima S

McAlester, OK

UnscoredModerate · 45
$6,500238,692 mi

Comparison: 45 similar vehicles

McAlester, OK

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Norman, OK

UnscoredLimited · 5
$6,500137,423 mi

Comparison: 5 similar vehicles

Norman, OK

1999 Toyota Camry Solara SLE

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

1999 Toyota Camry Solara SLE

Oklahoma City, OK

UnscoredInsufficient · 0
$6,676113,392 mi

Oklahoma City, OK

2014 Honda Accord EX-L

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

2014 Honda Accord EX-L

Oklahoma City, OK

UnscoredLimited · 5
$6,777169,448 mi

Comparison: 5 similar vehicles

Oklahoma City, OK

2012 Honda Civic LX

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

2012 Honda Civic LX

Bethany, OK

UnscoredLimited · 10
$6,850159,286 mi

Comparison: 10 similar vehicles

Bethany, OK

2014 Scion tC Base

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

2014 Scion tC Base

Oklahoma City, OK

UnscoredInsufficient · 0
$6,90076,461 mi

Oklahoma City, OK

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Broken Arrow, OK

UnscoredInsufficient · 0
$6,995235,954 mi

Broken Arrow, OK

2012 Honda Civic EX

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

2012 Honda Civic EX

Tulsa, OK

UnscoredLimited · 9
$6,995181,999 mi

Comparison: 9 similar vehicles

Tulsa, OK

2012 Hyundai Genesis Coupe Track

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

2012 Hyundai Genesis Coupe Track

Oklahoma City, OK

Salvage title
$6,995117,733 mi

Oklahoma City, OK

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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