Skip to main content
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 15, 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

15,776 listings found

2009 Ford Flex SEL

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

2009 Ford Flex SEL

Donna, TX

UnscoredInsufficient · 0
$2,000Mileage not verified

Donna, TX

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Harlingen, TX

UnscoredInsufficient · 0
$3,024285,025 mi

Harlingen, TX

2019 Chevrolet Cruze LT

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

2019 Chevrolet Cruze LT

Pharr, TX

UnscoredInsufficient · 0
$3,495Mileage not verified

Pharr, TX

2011 Ford Flex SEL

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

2011 Ford Flex SEL

Weslaco, TX

UnscoredInsufficient · 0
$3,500215,581 mi

Weslaco, TX

2010 Mazda CX-9 Grand Touring

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

2010 Mazda CX-9 Grand Touring

San Benito, TX

UnscoredInsufficient · 0
$3,500181,601 mi

San Benito, TX

2017 Dodge Grand Caravan GT

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

2017 Dodge Grand Caravan GT

Weslaco, TX

UnscoredInsufficient · 0
$3,900165,205 mi

Weslaco, TX

2015 Kia Soul Base

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

2015 Kia Soul Base

Harlingen, TX

UnscoredInsufficient · 0
$3,991191,229 mi

Harlingen, TX

2015 Kia Sorento LX

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

2015 Kia Sorento LX

La Feria, TX

UnscoredInsufficient · 0
$3,995Mileage not verified

La Feria, TX

2012 Nissan Altima S

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

2012 Nissan Altima S

La Feria, TX

UnscoredLimited · 7
$3,995129,800 mi

Comparison: 7 similar vehicles

La Feria, TX

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Harlingen, TX

UnscoredInsufficient · 0
$4,224181,328 mi

Harlingen, TX

2000 Toyota 4Runner SR5

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

2000 Toyota 4Runner SR5

Brownsville, TX

UnscoredInsufficient · 0
$4,300275,982 mi

Brownsville, TX

2013 Volkswagen CC R-Line

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

2013 Volkswagen CC R-Line

Donna, TX

UnscoredInsufficient · 0
$4,500133,000 mi

Donna, TX

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Brownsville, TX

UnscoredInsufficient · 0
$4,500183,045 mi

Brownsville, TX

2003 Dodge Ram 1500 Pickup ST

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

2003 Dodge Ram 1500 Pickup ST

San Benito, TX

UnscoredInsufficient · 0
$4,500130,123 mi

San Benito, TX

2012 Mazda MAZDA6 i Touring

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

2012 Mazda MAZDA6 i Touring

La Feria, TX

UnscoredInsufficient · 0
$4,595Mileage not verified

La Feria, TX

2011 Dodge Durango Crew

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

2011 Dodge Durango Crew

San Benito, TX

UnscoredInsufficient · 0
$4,800224,628 mi

San Benito, TX

2014 Chevrolet Captiva Sport LTZ

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

2014 Chevrolet Captiva Sport LTZ

Brownsville, TX

UnscoredInsufficient · 0
$4,850157,540 mi

Brownsville, TX

2011 Subaru Legacy I Premium

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

2011 Subaru Legacy I Premium

Harlingen, TX

UnscoredInsufficient · 0
$4,98390,807 mi

Harlingen, TX

2016 Chevrolet Cruze Premier

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

2016 Chevrolet Cruze Premier

Harlingen, TX

UnscoredInsufficient · 0
$4,995184,701 mi

Harlingen, TX

2013 Hyundai Veloster Base

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

2013 Hyundai Veloster Base

Elsa, TX

UnscoredInsufficient · 0
$4,995Mileage not verified

Elsa, TX

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Olmito, TX

UnscoredInsufficient · 0
$4,995210,158 mi

Olmito, TX

2007 Pontiac G6 Base

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

2007 Pontiac G6 Base

Brownsville, TX

UnscoredInsufficient · 0
$4,995212,682 mi

Brownsville, TX

2007 Chrysler PT Cruiser Touring Edition

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

2007 Chrysler PT Cruiser Touring Edition

San Juan, TX

UnscoredInsufficient · 0
$4,995153,167 mi

San Juan, TX

2005 Cadillac Escalade ESV Base

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

2005 Cadillac Escalade ESV Base

Mercedes, TX

UnscoredInsufficient · 0
$4,995240,655 mi

Mercedes, TX

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

San Juan, TX

UnscoredLimited · 6
$5,034153,946 mi

Comparison: 6 similar vehicles

San Juan, TX

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Harlingen, TX

UnscoredInsufficient · 3
$5,155160,000 mi

Comparison: 3 similar vehicles

Harlingen, TX

2014 Nissan JUKE SL

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

2014 Nissan JUKE SL

Harlingen, TX

UnscoredInsufficient · 0
$5,419144,450 mi

Harlingen, TX

2016 Nissan Sentra SV

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

2016 Nissan Sentra SV

Brownsville, TX

UnscoredInsufficient · 4
$5,499183,150 mi

Comparison: 4 similar vehicles

Brownsville, TX

2017 Ford Taurus

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

2017 Ford Taurus

Brownsville, TX

UnscoredInsufficient · 0
$5,500129,471 mi

Brownsville, TX

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Brownsville, TX

UnscoredLimited · 11
$5,500192,552 mi

Comparison: 11 similar vehicles

Brownsville, TX

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Pharr, TX

UnscoredInsufficient · 0
$5,500167,583 mi

Pharr, TX

2016 Buick Encore Base

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

2016 Buick Encore Base

Brownsville, TX

UnscoredInsufficient · 3
$5,500145,048 mi

Comparison: 3 similar vehicles

Brownsville, TX

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Brownsville, TX

UnscoredInsufficient · 0
$5,500190,204 mi

Brownsville, TX

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Alamo, TX

UnscoredLimited · 6
$5,800170,185 mi

Comparison: 6 similar vehicles

Alamo, TX

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Pharr, TX

UnscoredInsufficient · 0
$5,800140,000 mi

Pharr, TX

2013 Cadillac XTS Base

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

2013 Cadillac XTS Base

Brownsville, TX

UnscoredInsufficient · 0
$5,800203,528 mi

Brownsville, TX

2018 Ford Ecosport SE

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

2018 Ford Ecosport SE

San Benito, TX

UnscoredLimited · 13
$5,900171,360 mi

Comparison: 13 similar vehicles

San Benito, TX

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Brownsville, TX

UnscoredLimited · 5
$5,900141,332 mi

Comparison: 5 similar vehicles

Brownsville, TX

2015 Buick Encore Premium

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

2015 Buick Encore Premium

Brownsville, TX

UnscoredInsufficient · 3
$5,900101,068 mi

Comparison: 3 similar vehicles

Brownsville, TX

2012 GMC Canyon SLE

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

2012 GMC Canyon SLE

Brownsville, TX

UnscoredInsufficient · 0
$5,900352,142 mi

Brownsville, TX

2010 Ford Expedition Eddie Bauer

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

2010 Ford Expedition Eddie Bauer

Brownsville, TX

UnscoredInsufficient · 0
$5,900167,949 mi

Brownsville, TX

2017 Nissan Pathfinder Platinum

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

2017 Nissan Pathfinder Platinum

San Benito, TX

UnscoredInsufficient · 0
$5,950191,383 mi

San Benito, TX

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

San Benito, TX

UnscoredInsufficient · 0
$5,950155,280 mi

San Benito, TX

2005 Cadillac SRX Base

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

2005 Cadillac SRX Base

Harlingen, TX

UnscoredInsufficient · 0
$5,99266,455 mi

Harlingen, TX

2013 Ford Escape SE

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

2013 Ford Escape SE

Brownsville, TX

UnscoredLimited · 9
$5,995116,584 mi

Comparison: 9 similar vehicles

Brownsville, TX

2013 Dodge Grand Caravan Crew

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

2013 Dodge Grand Caravan Crew

Brownsville, TX

UnscoredInsufficient · 0
$5,995124,979 mi

Brownsville, TX

2012 Chevrolet Sonic 1LT

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

2012 Chevrolet Sonic 1LT

Raymondville, TX

UnscoredInsufficient · 0
$5,99569,844 mi

Raymondville, TX

2011 Honda CR-V EX-L

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

2011 Honda CR-V EX-L

La Feria, TX

UnscoredInsufficient · 0
$5,995165,007 mi

La Feria, TX

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

Brownsville, TX

UnscoredLimited · 9
$6,000152,840 mi

Comparison: 9 similar vehicles

Brownsville, TX

2014 Ford Fiesta Titanium

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

2014 Ford Fiesta Titanium

Brownsville, TX

UnscoredInsufficient · 0
$6,00096,967 mi

Brownsville, TX

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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.

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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.