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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 11, 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

672 listings found

2006 Ford F-150 XLT

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

2006 Ford F-150 XLT

San Saba, TX

Unscored
$4,000148,000 mi

Comparison: 28 similar vehicles

San Saba, TX

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

2013 Chevrolet Sonic LTZ

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

2013 Chevrolet Sonic LTZ

San Saba, TX

UnscoredInsufficient · 4
$5,900132,375 mi

Comparison: 4 similar vehicles

San Saba, 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

Fair PriceLimited · 12
$5,995115,491 mi

Market: $2,995 – $14,600

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

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 · 0
$5,995262,566 mi

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 Dodge Nitro SLT

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

2008 Dodge Nitro SLT

San Saba, TX

UnscoredInsufficient · 0
$6,500150,290 mi

San Saba, TX

2006 Ford Escape Hybrid

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

2006 Ford Escape Hybrid

San Saba, TX

UnscoredInsufficient · 0
$6,50058,000 mi

San Saba, TX

2014 Cadillac CTS Sedan Luxury Collection

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

2014 Cadillac CTS Sedan Luxury Collection

Coleman, TX

Fair PriceLimited · 10
$6,995118,150 mi

Market: $7,098 – $13,499

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 5 days listed (based on current market benchmarks)

Coleman, 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

2014 Chevrolet Spark LS

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

2014 Chevrolet Spark LS

San Saba, TX

Fair PriceLimited · 10
$7,00082,418 mi

Market: $4,995 – $8,999

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 196 days listed (based on current market benchmarks)

San Saba, TX

2009 Ford F-150 XLT

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

2009 Ford F-150 XLT

San Saba, TX

Great DealLimited · 12
$7,250114,117 mi

Market: $8,000 – $14,500

Comparison: 12 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 158 days listed (based on current market benchmarks)

San Saba, TX

2005 Nissan Frontier LE

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

2005 Nissan Frontier LE

Goldthwaite, TX

UnscoredInsufficient · 0
$7,500145,980 mi

Goldthwaite, TX

2001 Ford F-150

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

2001 Ford F-150

San Saba, TX

UnscoredInsufficient · 0
$7,500239,000 mi

San Saba, 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

UnscoredInsufficient · 4
$7,760110,899 mi

Comparison: 4 similar vehicles

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: 29 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

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
$7,995168,543 mi

Brownwood, TX

2015 Ford Escape SE

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

2015 Ford Escape SE

San Saba, TX

Fair PriceModerate · 26
$7,999114,680 mi

Market: $2,763 – $10,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

San Saba, 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
$8,495182,332 mi

Comparison: 60 similar vehicles

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 Jeep Wrangler Unlimited Sport

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

2010 Jeep Wrangler Unlimited Sport

Coleman, TX

Unscored
$8,500171,101 mi

Comparison: 17 similar vehicles

Coleman, TX

2007 Ford F-150 XLT

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

2007 Ford F-150 XLT

Brownwood, TX

Unscored
$8,995183,587 mi

Comparison: 26 similar vehicles

Brownwood, TX

2015 Chevrolet Tahoe LS

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

2015 Chevrolet Tahoe LS

Early, TX

Unscored
$9,216185,642 mi

Comparison: 13 similar vehicles

Early, 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

UnscoredInsufficient · 4
$9,220158,835 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

2015 Audi A4 Premium Plus

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

2015 Audi A4 Premium Plus

Brownwood, TX

UnscoredInsufficient · 0
$9,995127,807 mi

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

UnscoredInsufficient · 0
$10,220125,511 mi

Brownwood, TX

2017 Jeep Patriot Latitude

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

2017 Jeep Patriot Latitude

Goldthwaite, TX

Unscored
$10,500118,121 mi

Comparison: 9 similar vehicles

Goldthwaite, 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

2021 Chevrolet Trax LT

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

2021 Chevrolet Trax LT

Llano, TX

Fair PriceLimited · 16
$11,140108,183 mi

Market: $6,995 – $15,998

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Llano, 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: 11 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 · 0
$11,220151,289 mi

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: 9 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: 111 similar vehicles

Brownwood, TX

2013 Ford F-150 STX

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

2013 Ford F-150 STX

Goldthwaite, TX

Unscored
$11,995161,161 mi

Comparison: 17 similar vehicles

Goldthwaite, 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 · 11
$11,99986,017 mi

Market: $10,500 – $16,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 155 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

Unscored
$12,220134,251 mi

Comparison: 6 similar vehicles

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 · 10
$12,220115,002 mi

Market: $4,999 – $9,900

Comparison: 10 similar vehicles

Priced ~23% above the typical market range for similar vehicles (based on current market benchmarks)

Brownwood, TX

2020 Chevrolet Equinox LS

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

2020 Chevrolet Equinox LS

Goldthwaite, TX

Fair PriceRobust · 82
$12,995104,252 mi

Market: $5,500 – $20,987

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Goldthwaite, 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: 14 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

Fair PriceLimited · 11
$13,220110,192 mi

Market: $5,990 – $17,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

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: 29 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: 19 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 · 18
$13,495112,030 mi

Market: $6,999 – $19,998

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Brownwood, TX

2016 RAM 1500 Pickup Lone Star

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

2016 RAM 1500 Pickup Lone Star

Goldthwaite, TX

Unscored
$13,750166,112 mi

Comparison: 114 similar vehicles

Goldthwaite, 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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