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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 6, 2026

7.1M+

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

234 listings found

2009 Chevrolet Suburban LT2

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

2009 Chevrolet Suburban LT2

Brownwood, TX

UnscoredInsufficient · 0
$5,495217,035 mi

Brownwood, TX

2012 Jeep Patriot Sport

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

2012 Jeep Patriot Sport

Brownwood, TX

Unscored
$5,995115,491 mi

Comparison: 6 similar vehicles

Brownwood, TX

1999 Chevrolet Silverado LS

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

1999 Chevrolet Silverado LS

Brownwood, TX

UnscoredInsufficient · 3
$5,995262,566 mi

Comparison: 3 similar vehicles

Brownwood, TX

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Brownwood, TX

UnscoredInsufficient · 0
$6,500175,190 mi

Brownwood, TX

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Brownwood, TX

UnscoredInsufficient · 0
$6,99598,453 mi

Brownwood, TX

2016 GMC Terrain SLE-1

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

2016 GMC Terrain SLE-1

Brownwood, TX

Fair PriceLimited · 12
$7,760110,899 mi

Market: $5,210 – $9,695

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Brownwood, TX

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Brownwood, TX

Unscored
$7,995144,354 mi

Comparison: 32 similar vehicles

Brownwood, TX

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Brownwood, TX

Unscored
$7,995140,267 mi

Comparison: 8 similar vehicles

Brownwood, TX

2005 Ford F-150 Lariat

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

2005 Ford F-150 Lariat

Brownwood, TX

UnscoredInsufficient · 0
$7,995135,738 mi

Brownwood, TX

2013 Land Rover Range Rover Sport HSE

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

2013 Land Rover Range Rover Sport HSE

Brownwood, TX

Unscored
$8,495148,548 mi

Comparison: 8 similar vehicles

Brownwood, TX

2010 Nissan Altima SR

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

2010 Nissan Altima SR

Brownwood, TX

UnscoredInsufficient · 0
$8,495168,543 mi

Brownwood, TX

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Brownwood, TX

Unscored
$8,995182,332 mi

Comparison: 69 similar vehicles

Brownwood, TX

2013 Chrysler Town & Country Touring

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

2013 Chrysler Town & Country Touring

Brownwood, TX

Unscored
$9,220158,835 mi

Comparison: 5 similar vehicles

Brownwood, TX

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Brownwood, TX

UnscoredInsufficient · 4
$9,220140,410 mi

Comparison: 4 similar vehicles

Brownwood, TX

2016 Ford Flex SEL

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

2016 Ford Flex SEL

Brownwood, TX

UnscoredInsufficient · 4
$9,495105,000 mi

Comparison: 4 similar vehicles

Brownwood, TX

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

Brownwood, TX

Unscored
$10,220125,511 mi

Comparison: 8 similar vehicles

Brownwood, TX

2001 Chevrolet Suburban Base

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

2001 Chevrolet Suburban Base

Brownwood, TX

UnscoredInsufficient · 0
$10,995156,296 mi

Brownwood, TX

2016 Dodge Grand Caravan SE Plus

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

2016 Dodge Grand Caravan SE Plus

Brownwood, TX

UnscoredInsufficient · 3
$11,220132,538 mi

Comparison: 3 similar vehicles

Brownwood, TX

2013 Honda Fit Base

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

2013 Honda Fit Base

Brownwood, TX

Unscored
$11,220120,077 mi

Comparison: 10 similar vehicles

Brownwood, TX

2012 Toyota Matrix L

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

2012 Toyota Matrix L

Brownwood, TX

UnscoredInsufficient · 0
$11,220102,813 mi

Brownwood, TX

2011 Ford Taurus SEL

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

2011 Ford Taurus SEL

Brownwood, TX

UnscoredInsufficient · 0
$11,220127,768 mi

Brownwood, TX

2011 Honda Accord EX

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

2011 Honda Accord EX

Brownwood, TX

UnscoredInsufficient · 4
$11,220151,289 mi

Comparison: 4 similar vehicles

Brownwood, TX

2011 Toyota Venza Base

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

2011 Toyota Venza Base

Brownwood, TX

Unscored
$11,220163,965 mi

Comparison: 11 similar vehicles

Brownwood, TX

2009 Lexus RX 350

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

2009 Lexus RX 350

Brownwood, TX

Unscored
$11,220147,250 mi

Comparison: 19 similar vehicles

Brownwood, TX

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Brownwood, TX

Unscored
$11,495198,465 mi

Comparison: 102 similar vehicles

Brownwood, TX

2019 Ford Fusion S

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

2019 Ford Fusion S

Brownwood, TX

Fair PriceLimited · 17
$11,99986,017 mi

Market: $10,500 – $16,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 149 days listed (based on current market benchmarks)

Brownwood, TX

2016 Chevrolet Impala Limited 1LZ

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

2016 Chevrolet Impala Limited 1LZ

Brownwood, TX

UnscoredInsufficient · 0
$12,220134,251 mi

Brownwood, TX

2014 Ford Taurus SEL

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

2014 Ford Taurus SEL

Brownwood, TX

OverpricedLimited · 14
$12,220115,002 mi

Market: $4,999 – $9,155

Comparison: 14 similar vehicles

Priced ~33% above the typical market range for similar vehicles (based on current market benchmarks)

Brownwood, TX

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

Brownwood, TX

OverpricedModerate · 27
$12,220126,954 mi

Market: $4,999 – $10,145

Comparison: 27 similar vehicles

Priced ~20% above the typical market range for similar vehicles (based on current market benchmarks)

Brownwood, TX

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Brownwood, TX

Fair PriceRobust · 115
$12,702107,140 mi

Market: $9,999 – $22,000

Comparison: 115 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Brownwood, TX

2015 Nissan Armada SL

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

2015 Nissan Armada SL

Brownwood, TX

Unscored
$12,995137,012 mi

Comparison: 7 similar vehicles

Brownwood, 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

Brownwood, TX

Unscored
$13,220110,192 mi

Comparison: 9 similar vehicles

Brownwood, TX

2014 Honda Civic LX

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

2014 Honda Civic LX

Brownwood, TX

Unscored
$13,220126,930 mi

Comparison: 25 similar vehicles

Brownwood, TX

2011 Chevrolet Tahoe LT

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

2011 Chevrolet Tahoe LT

Brownwood, TX

Unscored
$13,220177,422 mi

Comparison: 21 similar vehicles

Brownwood, TX

2016 Chevrolet Tahoe LTZ

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

2016 Chevrolet Tahoe LTZ

Brownwood, TX

UnscoredInsufficient · 4
$13,995177,300 mi

Comparison: 4 similar vehicles

Brownwood, TX

2016 Volvo XC90 Momentum

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

2016 Volvo XC90 Momentum

Brownwood, TX

Fair PriceLimited · 17
$13,995112,030 mi

Market: $6,999 – $19,998

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Brownwood, TX

2006 Cadillac XLR Base

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

2006 Cadillac XLR Base

Brownwood, TX

UnscoredInsufficient · 0
$13,995153,177 mi

Brownwood, TX

2015 Jeep Cherokee Trailhawk

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

2015 Jeep Cherokee Trailhawk

Brownwood, TX

Unscored
$14,220105,632 mi

Comparison: 8 similar vehicles

Brownwood, TX

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Brownwood, TX

Unscored
$14,495135,488 mi

Comparison: 42 similar vehicles

Brownwood, TX

2018 BMW 3 Series 320i

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

2018 BMW 3 Series 320i

Brownwood, TX

Fair PriceModerate · 31
$14,99561,625 mi

Market: $7,799 – $20,900

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Brownwood, TX

2016 GMC Canyon SLE

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

2016 GMC Canyon SLE

Brownwood, TX

Unscored
$14,995151,172 mi

Comparison: 18 similar vehicles

Brownwood, TX

2007 Hummer H2 SUV

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

2007 Hummer H2 SUV

Brownwood, TX

UnscoredInsufficient · 3
$14,995254,805 mi

Comparison: 3 similar vehicles

Brownwood, TX

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Brownwood, TX

Unscored
$15,220132,821 mi

Comparison: 102 similar vehicles

Brownwood, TX

2017 Toyota Corolla SE

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

2017 Toyota Corolla SE

Brownwood, TX

Unscored
$15,220125,748 mi

Comparison: 19 similar vehicles

Brownwood, TX

2016 Toyota Corolla LE

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

2016 Toyota Corolla LE

Brownwood, TX

Fair PriceRobust · 59
$15,220118,802 mi

Market: $7,755 – $17,995

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 203 days listed (based on current market benchmarks)

Brownwood, TX

2015 Honda Accord EX

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

2015 Honda Accord EX

Brownwood, TX

UnscoredInsufficient · 4
$15,220146,345 mi

Comparison: 4 similar vehicles

Brownwood, TX

2015 Nissan Armada SV

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

2015 Nissan Armada SV

Brownwood, TX

Unscored
$15,220148,548 mi

Comparison: 7 similar vehicles

Brownwood, TX

2016 RAM 1500 Pickup Tradesman

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

2016 RAM 1500 Pickup Tradesman

Brownwood, TX

Unscored
$15,495126,198 mi

Comparison: 29 similar vehicles

Brownwood, TX

2014 Ford F-150 FX4

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

2014 Ford F-150 FX4

Brownwood, TX

Unscored
$15,900126,712 mi

Comparison: 18 similar vehicles

Brownwood, TX

2019 Audi Q7 Premium

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

2019 Audi Q7 Premium

Brownwood, TX

Fair PriceLimited · 12
$15,995104,439 mi

Market: $10,000 – $19,711

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Brownwood, 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. 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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