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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 28, 2026

6M+

Unique vehicles analyzed

as of October 28, 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

7,536 listings found

2014 Nissan Altima S

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

2014 Nissan Altima S

Reno, NV

Unscored
$3,500219,350 mi

Comparison: 15 similar vehicles

Reno, NV

2005 Nissan Armada SE

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

2005 Nissan Armada SE

Reno, NV

UnscoredInsufficient · 0
$3,500209,100 mi

Reno, NV

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

Reno, NV

Unscored
$3,950138,050 mi

Comparison: 5 similar vehicles

Reno, NV

2007 Land Rover Range Rover Sport HSE

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

2007 Land Rover Range Rover Sport HSE

Reno, NV

UnscoredInsufficient · 0
$3,950159,950 mi

Reno, NV

2011 Hyundai Elantra Touring GLS

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

2011 Hyundai Elantra Touring GLS

Reno, NV

UnscoredInsufficient · 0
$3,995164,005 mi

Reno, NV

2006 Buick LaCrosse CXS

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

2006 Buick LaCrosse CXS

Reno, NV

UnscoredInsufficient · 0
$3,995138,000 mi

Reno, NV

2002 GMC Yukon SLE

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

2002 GMC Yukon SLE

Reno, NV

UnscoredInsufficient · 0
$3,995225,330 mi

Reno, NV

No Photo

2005 Honda Accord EX

Reno, NV

UnscoredInsufficient · 4
$4,000245,680 mi

Comparison: 4 similar vehicles

Reno, NV

2015 Kia Rio LX

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

2015 Kia Rio LX

Reno, NV

UnscoredInsufficient · 0
$4,495180,249 mi

Reno, NV

No Photo

2009 Chevrolet Impala LT

Reno, NV

UnscoredInsufficient · 4
$4,500137,809 mi

Comparison: 4 similar vehicles

Reno, NV

2013 Nissan LEAF SL

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

2013 Nissan LEAF SL

Reno, NV

UnscoredInsufficient · 0
$4,82370,360 mi

Reno, NV

2018 Ford Fiesta SE

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

2018 Ford Fiesta SE

Reno, NV

UnscoredInsufficient · 4
$4,950114,525 mi

Comparison: 4 similar vehicles

Reno, NV

2014 Hyundai Elantra GT Base

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

2014 Hyundai Elantra GT Base

Reno, NV

Unscored
$4,950132,550 mi

Comparison: 10 similar vehicles

Reno, NV

2013 Volkswagen Jetta SportWagen TDI

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

2013 Volkswagen Jetta SportWagen TDI

Reno, NV

UnscoredInsufficient · 0
$4,950141,765 mi

Reno, NV

2009 Mercury Grand Marquis LS

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

2009 Mercury Grand Marquis LS

Reno, NV

UnscoredInsufficient · 0
$4,950153,350 mi

Reno, NV

2008 Acura RL Base

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

2008 Acura RL Base

Reno, NV

UnscoredInsufficient · 0
$4,950196,295 mi

Reno, NV

2005 Nissan Titan XE

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

2005 Nissan Titan XE

Reno, NV

UnscoredInsufficient · 0
$4,950185,200 mi

Reno, NV

2017 Kia Forte LX

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

2017 Kia Forte LX

Reno, NV

Unscored
$4,995194,000 mi

Comparison: 15 similar vehicles

Reno, NV

2013 Nissan LEAF S

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

2013 Nissan LEAF S

Reno, NV

Unscored
$4,995102,669 mi

Comparison: 5 similar vehicles

Reno, NV

2005 Chevrolet Tahoe LS

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

2005 Chevrolet Tahoe LS

Reno, NV

UnscoredInsufficient · 0
$4,995205,573 mi

Reno, NV

2015 Subaru Impreza Premium

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

2015 Subaru Impreza Premium

Reno, NV

Unscored
$5,000194,750 mi

Comparison: 6 similar vehicles

Reno, NV

No Photo

2008 Chevrolet Aveo5 LS

Reno, NV

UnscoredInsufficient · 0
$5,00085,233 mi

Reno, NV

2013 Audi A7 Premium

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

2013 Audi A7 Premium

Reno, NV

UnscoredInsufficient · 3
$5,500138,500 mi

Comparison: 3 similar vehicles

Reno, NV

2009 Toyota Corolla XLE

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

2009 Toyota Corolla XLE

Reno, NV

UnscoredInsufficient · 0
$5,500162,710 mi

Reno, NV

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Reno, NV

UnscoredInsufficient · 3
$5,500242,505 mi

Comparison: 3 similar vehicles

Reno, NV

2015 GMC Terrain SLE-2

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

2015 GMC Terrain SLE-2

Reno, NV

UnscoredInsufficient · 0
$5,595187,000 mi

Reno, NV

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Reno, NV

Unscored
$5,823142,450 mi

Comparison: 9 similar vehicles

Reno, NV

2013 Ford Fiesta SE

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

2013 Ford Fiesta SE

Reno, NV

UnscoredInsufficient · 0
$5,823115,363 mi

Reno, NV

2012 Hyundai Veracruz Limited

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

2012 Hyundai Veracruz Limited

Reno, NV

UnscoredInsufficient · 3
$5,823209,888 mi

Comparison: 3 similar vehicles

Reno, NV

2010 Kia Rio LX

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

2010 Kia Rio LX

Reno, NV

UnscoredInsufficient · 0
$5,823142,662 mi

Reno, 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

2017 Ford Edge Titanium

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

2017 Ford Edge Titanium

Reno, NV

Unscored
$5,950173,650 mi

Comparison: 17 similar vehicles

Reno, NV

2014 Nissan Murano S

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

2014 Nissan Murano S

Reno, NV

UnscoredInsufficient · 0
$5,950169,985 mi

Reno, NV

2006 Toyota Sienna XLE

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

2006 Toyota Sienna XLE

Reno, NV

UnscoredInsufficient · 4
$5,950161,250 mi

Comparison: 4 similar vehicles

Reno, NV

2001 Mercedes-Benz S-Class S430

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

2001 Mercedes-Benz S-Class S430

Reno, NV

UnscoredInsufficient · 0
$5,95076,989 mi

Reno, NV

1997 Jaguar XK8

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

1997 Jaguar XK8

Reno, NV

UnscoredInsufficient · 0
$5,950116,250 mi

Reno, NV

2015 Nissan LEAF SL

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

2015 Nissan LEAF SL

Reno, NV

UnscoredInsufficient · 0
$5,99573,870 mi

Reno, NV

2015 FIAT 500 Pop

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

2015 FIAT 500 Pop

Reno, NV

UnscoredInsufficient · 0
$5,99590,797 mi

Reno, NV

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Reno, NV

UnscoredInsufficient · 3
$5,995112,235 mi

Comparison: 3 similar vehicles

Reno, NV

2014 GMC Acadia SLT1

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

2014 GMC Acadia SLT1

Reno, NV

Unscored
$5,995193,390 mi

Comparison: 10 similar vehicles

Reno, NV

2012 FIAT 500 Sport

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

2012 FIAT 500 Sport

Reno, NV

UnscoredInsufficient · 0
$5,995Mileage not verified

Reno, NV

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Reno, NV

UnscoredInsufficient · 3
$5,995169,000 mi

Comparison: 3 similar vehicles

Reno, NV

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Reno, NV

UnscoredInsufficient · 4
$5,995153,231 mi

Comparison: 4 similar vehicles

Reno, NV

2006 Chevrolet Equinox LT

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

2006 Chevrolet Equinox LT

Reno, NV

UnscoredInsufficient · 0
$5,995147,000 mi

Reno, NV

2006 Scion xA Base

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

2006 Scion xA Base

Reno, NV

Unscored
$5,995136,786 mi

Comparison: 5 similar vehicles

Reno, NV

2005 Honda Accord EX

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

2005 Honda Accord EX

Reno, NV

UnscoredInsufficient · 4
$5,995101,952 mi

Comparison: 4 similar vehicles

Reno, NV

2000 Lexus RX 300

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

2000 Lexus RX 300

Reno, NV

UnscoredInsufficient · 3
$5,999177,312 mi

Comparison: 3 similar vehicles

Reno, NV

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Reno, NV

Unscored
$6,000193,243 mi

Comparison: 9 similar vehicles

Reno, NV

2007 Acura MDX Base

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

2007 Acura MDX Base

Reno, NV

UnscoredInsufficient · 0
$6,000146,294 mi

Reno, NV

2014 GMC Terrain SLE-1

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

2014 GMC Terrain SLE-1

Reno, NV

UnscoredInsufficient · 0
$6,295125,000 mi

Reno, 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 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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