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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 · November 9, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

5,589 listings found

2011 Chevrolet Traverse LS

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

2011 Chevrolet Traverse LS

Conroe, TX

UnscoredInsufficient · 4
$3,995179,227 mi

Comparison: 4 similar vehicles

Conroe, TX

2015 BMW 5 Series 528i

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

2015 BMW 5 Series 528i

Conroe, TX

Unscored
$4,500140,298 mi

Comparison: 7 similar vehicles

Conroe, TX

2003 Subaru Forester X

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

2003 Subaru Forester X

Conroe, TX

UnscoredInsufficient · 0
$4,995178,665 mi

Conroe, TX

2002 Honda Civic EX

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

2002 Honda Civic EX

Conroe, TX

UnscoredInsufficient · 0
$4,995161,460 mi

Conroe, TX

2007 Chrysler Sebring Limited

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

2007 Chrysler Sebring Limited

Conroe, TX

UnscoredInsufficient · 0
$5,495153,570 mi

Conroe, TX

2007 Subaru Outback I Limited

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

2007 Subaru Outback I Limited

Conroe, TX

UnscoredInsufficient · 0
$5,495161,523 mi

Conroe, TX

2003 Ford Explorer XLT

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

2003 Ford Explorer XLT

Conroe, TX

UnscoredInsufficient · 0
$5,495153,445 mi

Conroe, TX

2011 Volkswagen Tiguan SE

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

2011 Volkswagen Tiguan SE

Conroe, TX

Unscored
$5,995Mileage not verified

Comparison: 11 similar vehicles

Conroe, TX

2007 Ford Escape XLS

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

2007 Ford Escape XLS

Conroe, TX

UnscoredInsufficient · 0
$5,995157,859 mi

Conroe, TX

1994 Dodge Ram 1500

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

1994 Dodge Ram 1500

Conroe, TX

UnscoredInsufficient · 0
$5,995151,275 mi

Conroe, TX

2000 GMC Sierra SL

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

2000 GMC Sierra SL

Conroe, TX

UnscoredInsufficient · 0
$6,500102,250 mi

Conroe, TX

2016 Kia Soul Base

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

2016 Kia Soul Base

Conroe, TX

Unscored
$6,786141,520 mi

Comparison: 17 similar vehicles

Conroe, TX

2013 Dodge Journey American Value Package

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

2013 Dodge Journey American Value Package

Conroe, TX

UnscoredInsufficient · 0
$6,995131,518 mi

Conroe, TX

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Conroe, TX

UnscoredInsufficient · 3
$6,995152,000 mi

Comparison: 3 similar vehicles

Conroe, TX

2003 Ford F-150 XL

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

2003 Ford F-150 XL

Conroe, TX

Unscored
$6,995207,544 mi

Comparison: 5 similar vehicles

Conroe, TX

2018 Chrysler Pacifica LX

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

2018 Chrysler Pacifica LX

Conroe, TX

UnscoredInsufficient · 0
$7,000161,000 mi

Conroe, TX

2012 Nissan Maxima S

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

2012 Nissan Maxima S

Conroe, TX

Unscored
$7,220175,122 mi

Comparison: 6 similar vehicles

Conroe, TX

2013 Audi A4 Premium

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

2013 Audi A4 Premium

Conroe, TX

Fair PriceLimited · 15
$7,488118,853 mi

Market: $5,999 – $12,900

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Conroe, TX

2015 Ford F-250 Super Duty XL

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

2015 Ford F-250 Super Duty XL

Conroe, TX

Unscored
$7,495282,370 mi

Comparison: 8 similar vehicles

Conroe, TX

2018 Hyundai Elantra SE

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

2018 Hyundai Elantra SE

Conroe, TX

Unscored
$7,888190,724 mi

Comparison: 6 similar vehicles

Conroe, TX

2013 Ford Focus SE

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

2013 Ford Focus SE

Conroe, TX

Unscored
$7,988133,416 mi

Comparison: 8 similar vehicles

Conroe, TX

2011 Kia Sorento EX

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

2011 Kia Sorento EX

Conroe, TX

Unscored
$7,988230,829 mi

Comparison: 5 similar vehicles

Conroe, TX

2008 Mercury Milan Premier

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

2008 Mercury Milan Premier

Conroe, TX

UnscoredInsufficient · 0
$7,988195,023 mi

Conroe, TX

2017 Ford Focus SE

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

2017 Ford Focus SE

Conroe, TX

Unscored
$7,995120,791 mi

Comparison: 35 similar vehicles

Conroe, TX

2013 Ford Focus SE

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

2013 Ford Focus SE

Conroe, TX

Unscored
$7,995117,268 mi

Comparison: 11 similar vehicles

Conroe, TX

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Conroe, TX

Unscored
$7,995153,455 mi

Comparison: 6 similar vehicles

Conroe, TX

2008 Chevrolet HHR LT

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

2008 Chevrolet HHR LT

Conroe, TX

Unscored
$7,99599,450 mi

Comparison: 7 similar vehicles

Conroe, TX

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Conroe, TX

Unscored
$8,000146,898 mi

Comparison: 15 similar vehicles

Conroe, TX

2017 Chevrolet Cruze LS

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

2017 Chevrolet Cruze LS

Conroe, TX

UnscoredInsufficient · 3
$8,123145,751 mi

Comparison: 3 similar vehicles

Conroe, TX

2015 Mazda MAZDA6 i Grand Touring

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

2015 Mazda MAZDA6 i Grand Touring

Conroe, TX

UnscoredInsufficient · 3
$8,220177,836 mi

Comparison: 3 similar vehicles

Conroe, TX

2016 Jeep Cherokee Altitude

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

2016 Jeep Cherokee Altitude

Conroe, TX

UnscoredInsufficient · 4
$8,500133,183 mi

Comparison: 4 similar vehicles

Conroe, TX

2016 Dodge Journey SE

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

2016 Dodge Journey SE

Conroe, TX

Fair PriceLimited · 14
$8,500111,540 mi

Market: $2,750 – $10,248

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 205 days listed (based on current market benchmarks)

Conroe, TX

2016 Ford Edge Titanium

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

2016 Ford Edge Titanium

Conroe, TX

Unscored
$8,900137,887 mi

Comparison: 14 similar vehicles

Conroe, TX

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Conroe, TX

Unscored
$8,988103,495 mi

Comparison: 8 similar vehicles

Conroe, TX

2011 Honda Accord Crosstour EX V6

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

2011 Honda Accord Crosstour EX V6

Conroe, TX

UnscoredInsufficient · 0
$8,988243,274 mi

Conroe, TX

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Conroe, TX

Unscored
$8,988144,340 mi

Comparison: 16 similar vehicles

Conroe, TX

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Conroe, TX

Unscored
$8,995166,081 mi

Comparison: 46 similar vehicles

Conroe, TX

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Conroe, TX

Fair PriceModerate · 27
$8,995105,895 mi

Market: $2,600 – $11,444

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Conroe, TX

2013 Ford Edge SE

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

2013 Ford Edge SE

Conroe, TX

UnscoredInsufficient · 4
$8,995157,080 mi

Comparison: 4 similar vehicles

Conroe, TX

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Conroe, TX

Unscored
$9,134125,860 mi

Comparison: 8 similar vehicles

Conroe, TX

2014 Mazda CX-5 Grand Touring

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

2014 Mazda CX-5 Grand Touring

Conroe, TX

UnscoredInsufficient · 3
$9,209151,846 mi

Comparison: 3 similar vehicles

Conroe, TX

2016 Chevrolet Impala 2LT

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

2016 Chevrolet Impala 2LT

Conroe, TX

Unscored
$9,300150,077 mi

Comparison: 12 similar vehicles

Conroe, TX

2018 Chevrolet Spark LS

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

2018 Chevrolet Spark LS

Conroe, TX

UnscoredInsufficient · 0
$9,45259,541 mi

Conroe, TX

2017 Buick Encore Essence

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

2017 Buick Encore Essence

Conroe, TX

Unscored
$9,453107,529 mi

Comparison: 6 similar vehicles

Conroe, TX

2018 Nissan Sentra S

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

2018 Nissan Sentra S

Conroe, TX

Unscored
$9,680108,625 mi

Comparison: 5 similar vehicles

Conroe, TX

2013 Ford Expedition XLT

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

2013 Ford Expedition XLT

Conroe, TX

UnscoredInsufficient · 3
$9,723150,621 mi

Comparison: 3 similar vehicles

Conroe, TX

2017 Lincoln MKC Reserve

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

2017 Lincoln MKC Reserve

Conroe, TX

Unscored
$9,764110,860 mi

Comparison: 9 similar vehicles

Conroe, TX

2018 Hyundai Sonata Sport

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

2018 Hyundai Sonata Sport

Conroe, TX

UnscoredInsufficient · 3
$9,973148,457 mi

Comparison: 3 similar vehicles

Conroe, TX

2015 Kia Optima EX

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

2015 Kia Optima EX

Conroe, TX

Unscored
$9,988123,472 mi

Comparison: 24 similar vehicles

Conroe, TX

2014 Ford E-Series Cutaway Base

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

2014 Ford E-Series Cutaway Base

Conroe, TX

Unscored
$9,988218,352 mi

Comparison: 13 similar vehicles

Conroe, TX

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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