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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

350 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 · 4
$1,450264,081 mi

Comparison: 4 similar vehicles

Muskogee, OK

2004 Honda Civic LX

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

2004 Honda Civic LX

Tulsa, OK

UnscoredInsufficient · 0
$1,950187,557 mi

Tulsa, 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

2003 Hyundai Tiburon GT V6

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

2003 Hyundai Tiburon GT V6

Tulsa, OK

UnscoredInsufficient · 0
$2,499206,841 mi

Tulsa, OK

2003 Ford Mustang Standard

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

2003 Ford Mustang Standard

Tulsa, OK

UnscoredInsufficient · 0
$2,650167,923 mi

Tulsa, 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 · 15
$3,500197,500 mi

Comparison: 15 similar vehicles

Bartlesville, OK

2009 Mitsubishi Eclipse GS

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

2009 Mitsubishi Eclipse GS

Tulsa, OK

UnscoredInsufficient · 0
$3,500107,538 mi

Tulsa, 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 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

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

2000 Toyota Celica GT-S

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

2000 Toyota Celica GT-S

Tulsa, OK

UnscoredInsufficient · 0
$3,950212,703 mi

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

2011 Nissan Altima S

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

2011 Nissan Altima S

Tulsa, OK

UnscoredInsufficient · 3
$4,250163,405 mi

Comparison: 3 similar vehicles

Tulsa, 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

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 · 7
$6,00099,979 mi

Comparison: 7 similar vehicles

Broken Arrow, 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 · 3
$6,398192,474 mi

Comparison: 3 similar vehicles

Broken Arrow, 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

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Broken Arrow, OK

UnscoredLimited · 6
$6,999189,453 mi

Comparison: 6 similar vehicles

Broken Arrow, OK

1999 Pontiac Firebird Base

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

1999 Pontiac Firebird Base

Muskogee, OK

UnscoredInsufficient · 0
$7,394110,500 mi

Muskogee, OK

2003 Chevrolet Monte Carlo SS

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

2003 Chevrolet Monte Carlo SS

Okmulgee, OK

UnscoredInsufficient · 0
$7,500137,485 mi

Okmulgee, OK

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Muskogee, OK

UnscoredModerate · 32
$7,950193,299 mi

Comparison: 32 similar vehicles

Muskogee, OK

2000 Audi TT QUATTRO

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

2000 Audi TT QUATTRO

Tulsa, OK

UnscoredInsufficient · 0
$7,99561,697 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

Tulsa, OK

Fair PriceModerate · 21
$7,99961,499 mi

Market: $4,250 – $11,495

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Tulsa, OK

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Tulsa, OK

UnscoredLimited · 8
$7,999175,586 mi

Comparison: 8 similar vehicles

Tulsa, OK

2006 Ford Mustang GT Premium

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

2006 Ford Mustang GT Premium

Tulsa, OK

UnscoredInsufficient · 0
$7,999221,817 mi

Tulsa, OK

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Tulsa, OK

UnscoredLimited · 9
$8,00083,934 mi

Comparison: 9 similar vehicles

Tulsa, OK

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Broken Arrow, OK

UnscoredInsufficient · 4
$8,500118,369 mi

Comparison: 4 similar vehicles

Broken Arrow, OK

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Broken Arrow, OK

UnscoredModerate · 25
$8,500101,077 mi

Comparison: 25 similar vehicles

Broken Arrow, OK

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Muskogee, OK

UnscoredLimited · 8
$8,950155,016 mi

Comparison: 8 similar vehicles

Muskogee, OK

2017 Honda Civic Touring

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

2017 Honda Civic Touring

Pryor, OK

UnscoredInsufficient · 0
$8,999173,053 mi

Pryor, OK

2010 Ford Mustang V6 Premium

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

2010 Ford Mustang V6 Premium

Tulsa, OK

UnscoredInsufficient · 0
$9,237155,296 mi

Tulsa, OK

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Muskogee, OK

UnscoredLimited · 8
$9,650153,358 mi

Comparison: 8 similar vehicles

Muskogee, OK

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Tulsa, OK

UnscoredLimited · 10
$9,800140,340 mi

Comparison: 10 similar vehicles

Tulsa, OK

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Muskogee, OK

UnscoredLimited · 7
$9,950126,787 mi

Comparison: 7 similar vehicles

Muskogee, 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

Tulsa, OK

UnscoredInsufficient · 4
$9,950115,957 mi

Comparison: 4 similar vehicles

Tulsa, OK

2012 Chevrolet Camaro 1LS

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

2012 Chevrolet Camaro 1LS

Tulsa, OK

UnscoredInsufficient · 0
$9,995118,778 mi

Tulsa, OK

2007 Ford Mustang GT Premium

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

2007 Ford Mustang GT Premium

Bixby, OK

UnscoredInsufficient · 4
$10,297149,619 mi

Comparison: 4 similar vehicles

Bixby, OK

2015 Kia Forte Koup SX

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

2015 Kia Forte Koup SX

Tulsa, OK

UnscoredInsufficient · 0
$10,394120,195 mi

Tulsa, OK

2015 Honda Accord LX-S

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

2015 Honda Accord LX-S

Tulsa, OK

UnscoredInsufficient · 3
$10,498158,435 mi

Comparison: 3 similar vehicles

Tulsa, OK

2010 Chevrolet Camaro 2LT

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

2010 Chevrolet Camaro 2LT

Tulsa, OK

UnscoredInsufficient · 4
$10,500135,679 mi

Comparison: 4 similar vehicles

Tulsa, OK

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Muskogee, OK

UnscoredLimited · 14
$10,880121,766 mi

Comparison: 14 similar vehicles

Muskogee, OK

2008 INFINITI G 37 Journey

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

2008 INFINITI G 37 Journey

Tulsa, OK

UnscoredInsufficient · 0
$10,995112,266 mi

Tulsa, OK

2011 BMW 3 Series 335i

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

2011 BMW 3 Series 335i

Tulsa, OK

UnscoredInsufficient · 0
$11,284100,027 mi

Tulsa, OK

2016 Chevrolet Camaro 1LT

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

2016 Chevrolet Camaro 1LT

Tulsa, OK

UnscoredInsufficient · 4
$11,399145,713 mi

Comparison: 4 similar vehicles

Tulsa, OK

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Tulsa, OK

UnscoredLimited · 5
$11,999141,996 mi

Comparison: 5 similar vehicles

Tulsa, 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 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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