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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

1,128 listings found

2006 Scion tC Base

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

2006 Scion tC Base

Elko, NV

UnscoredInsufficient · 0
$1,799161,256 mi

Elko, NV

2006 Toyota Camry Solara SE

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

2006 Toyota Camry Solara SE

Las Vegas, NV

UnscoredInsufficient · 0
$4,395185,104 mi

Las Vegas, NV

2006 Honda Civic EX

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

2006 Honda Civic EX

Las Vegas, NV

UnscoredInsufficient · 0
$4,580270,324 mi

Las Vegas, NV

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

Las Vegas, NV

UnscoredInsufficient · 0
$4,695189,662 mi

Las Vegas, NV

2000 Mercedes-Benz CL-Class CL500

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

2000 Mercedes-Benz CL-Class CL500

Las Vegas, NV

UnscoredInsufficient · 0
$4,80085,610 mi

Las Vegas, NV

2006 Scion tC Base

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

2006 Scion tC Base

Las Vegas, NV

UnscoredInsufficient · 0
$4,995184,473 mi

Las Vegas, NV

2001 Honda Civic EX

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

2001 Honda Civic EX

Las Vegas, NV

UnscoredInsufficient · 0
$4,995246,230 mi

Las Vegas, NV

2006 Ford Mustang Standard

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

2006 Ford Mustang Standard

Las Vegas, NV

UnscoredInsufficient · 3
$5,494263,497 mi

Comparison: 3 similar vehicles

Las Vegas, NV

2011 Ford Mustang V6 Premium

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

2011 Ford Mustang V6 Premium

Las Vegas, NV

UnscoredInsufficient · 0
$5,500144,934 mi

Las Vegas, NV

2000 Ford Mustang Base

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

2000 Ford Mustang Base

Reno, NV

UnscoredInsufficient · 0
$5,865108,257 mi

Reno, NV

2006 Chevrolet Cobalt LS

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

2006 Chevrolet Cobalt LS

Las Vegas, NV

UnscoredInsufficient · 0
$5,99583,053 mi

Las Vegas, NV

2007 Mitsubishi Eclipse GT

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

2007 Mitsubishi Eclipse GT

Las Vegas, NV

UnscoredInsufficient · 0
$6,200129,593 mi

Las Vegas, NV

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Las Vegas, NV

UnscoredInsufficient · 0
$6,245141,998 mi

Las Vegas, NV

2003 Honda Civic EX

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

2003 Honda Civic EX

Sparks, NV

UnscoredInsufficient · 0
$6,326131,690 mi

Sparks, NV

2012 MINI Cooper Base

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

2012 MINI Cooper Base

Reno, NV

UnscoredLimited · 5
$6,498121,001 mi

Comparison: 5 similar vehicles

Reno, NV

2013 Chevrolet Camaro 2LS

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

2013 Chevrolet Camaro 2LS

Las Vegas, NV

UnscoredInsufficient · 0
$6,553223,853 mi

Las Vegas, NV

2005 Mercedes-Benz CLK-Class CLK320

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

2005 Mercedes-Benz CLK-Class CLK320

Las Vegas, NV

UnscoredInsufficient · 0
$6,773147,472 mi

Las Vegas, NV

2007 Honda Accord LX

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

2007 Honda Accord LX

Sparks, NV

UnscoredInsufficient · 3
$6,826237,474 mi

Comparison: 3 similar vehicles

Sparks, NV

2012 Honda Accord LX-S

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

2012 Honda Accord LX-S

Las Vegas, NV

UnscoredInsufficient · 0
$6,900165,394 mi

Las Vegas, NV

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

Reno, NV

UnscoredLimited · 9
$6,995182,157 mi

Comparison: 9 similar vehicles

Reno, NV

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Las Vegas, NV

UnscoredInsufficient · 0
$6,995157,755 mi

Las Vegas, NV

1998 Ford Mustang Base

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

1998 Ford Mustang Base

Las Vegas, NV

UnscoredInsufficient · 0
$6,99563,927 mi

Las Vegas, NV

2007 Toyota Camry Solara SLE

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

2007 Toyota Camry Solara SLE

Las Vegas, NV

UnscoredInsufficient · 0
$7,294167,606 mi

Las Vegas, NV

2012 Honda Civic LX

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

2012 Honda Civic LX

Sparks, NV

UnscoredModerate · 42
$7,326192,207 mi

Comparison: 42 similar vehicles

Sparks, NV

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Las Vegas, NV

UnscoredInsufficient · 0
$7,394133,468 mi

Las Vegas, NV

2014 Honda Civic LX

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

2014 Honda Civic LX

Las Vegas, NV

UnscoredLimited · 9
$7,500191,101 mi

Comparison: 9 similar vehicles

Las Vegas, NV

2014 Kia Forte Koup SX

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

2014 Kia Forte Koup SX

Carson City, NV

Salvage title
$7,823132,662 mi

Carson City, NV

2001 Jaguar XK Series XK8 Coupe

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

2001 Jaguar XK Series XK8 Coupe

Las Vegas, NV

Salvage title
$7,900109,766 mi

Las Vegas, NV

2014 Honda Civic LX

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

2014 Honda Civic LX

Las Vegas, NV

UnscoredLimited · 9
$7,944173,578 mi

Comparison: 9 similar vehicles

Las Vegas, NV

2016 BMW 4 Series 428i

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

2016 BMW 4 Series 428i

Pahrump, NV

UnscoredLimited · 12
$7,995132,574 mi

Comparison: 12 similar vehicles

Pahrump, NV

2012 Chevrolet Camaro 2LT

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

2012 Chevrolet Camaro 2LT

Las Vegas, NV

UnscoredInsufficient · 0
$7,995165,029 mi

Las Vegas, NV

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Las Vegas, NV

UnscoredInsufficient · 3
$8,24977,839 mi

Comparison: 3 similar vehicles

Las Vegas, NV

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

Las Vegas, NV

UnscoredInsufficient · 0
$8,50048,667 mi

Las Vegas, NV

2014 Chevrolet Camaro 2LT

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

2014 Chevrolet Camaro 2LT

Las Vegas, NV

UnscoredInsufficient · 0
$8,500125,416 mi

Las Vegas, NV

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

North Las Vegas, NV

UnscoredInsufficient · 0
$8,50099,572 mi

North Las Vegas, NV

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Las Vegas, NV

UnscoredInsufficient · 3
$8,773141,076 mi

Comparison: 3 similar vehicles

Las Vegas, NV

2015 Hyundai Genesis Coupe Base

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

2015 Hyundai Genesis Coupe Base

Las Vegas, NV

UnscoredInsufficient · 0
$8,790128,997 mi

Las Vegas, NV

2012 Audi A5 Premium

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

2012 Audi A5 Premium

Las Vegas, NV

UnscoredInsufficient · 3
$8,850106,757 mi

Comparison: 3 similar vehicles

Las Vegas, NV

2013 Honda Civic LX

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

2013 Honda Civic LX

Reno, NV

UnscoredRobust · 59
$8,900166,500 mi

Comparison: 59 similar vehicles

Reno, NV

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Las Vegas, NV

UnscoredInsufficient · 3
$8,94996,354 mi

Comparison: 3 similar vehicles

Las Vegas, NV

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

Las Vegas, NV

UnscoredInsufficient · 0
$8,995102,281 mi

Las Vegas, NV

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

North Las Vegas, NV

UnscoredLimited · 8
$8,999122,480 mi

Comparison: 8 similar vehicles

North Las Vegas, NV

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Las Vegas, NV

UnscoredInsufficient · 3
$8,999115,664 mi

Comparison: 3 similar vehicles

Las Vegas, NV

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

Las Vegas, NV

UnscoredInsufficient · 0
$9,15074,635 mi

Las Vegas, NV

2012 Honda Accord EX

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

2012 Honda Accord EX

Las Vegas, NV

UnscoredInsufficient · 0
$9,357120,101 mi

Las Vegas, NV

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Las Vegas, NV

UnscoredInsufficient · 4
$9,473128,413 mi

Comparison: 4 similar vehicles

Las Vegas, NV

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Las Vegas, NV

UnscoredInsufficient · 3
$9,494138,082 mi

Comparison: 3 similar vehicles

Las Vegas, NV

2012 BMW 1 Series 128i

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

2012 BMW 1 Series 128i

Las Vegas, NV

UnscoredInsufficient · 3
$9,49879,885 mi

Comparison: 3 similar vehicles

Las Vegas, NV

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Las Vegas, NV

UnscoredInsufficient · 0
$9,56887,523 mi

Las Vegas, NV

2013 Mercedes-Benz C-Class C250 Sport

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

2013 Mercedes-Benz C-Class C250 Sport

Las Vegas, NV

UnscoredInsufficient · 4
$9,794110,244 mi

Comparison: 4 similar vehicles

Las Vegas, NV

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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