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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 8, 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

547 listings found

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Marble Falls, TX

Fair PriceModerate · 21
$4,147Mileage not verified

Market: $3,990 – $8,500

Comparison: 21 similar vehicles

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

Marble Falls, TX

1999 Ford Taurus SE

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

1999 Ford Taurus SE

Marble Falls, TX

UnscoredInsufficient · 0
$5,220106,682 mi

Marble Falls, TX

2013 Ford Focus SE

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

2013 Ford Focus SE

Marble Falls, TX

Unscored
$5,445137,299 mi

Comparison: 48 similar vehicles

Marble Falls, TX

2006 Ford Explorer XLT

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

2006 Ford Explorer XLT

Marble Falls, TX

Unscored
$6,190128,611 mi

Comparison: 5 similar vehicles

Marble Falls, TX

2001 Subaru Forester L

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

2001 Subaru Forester L

Marble Falls, TX

UnscoredInsufficient · 0
$6,190150,000 mi

Marble Falls, TX

2005 Dodge Ram 1500 Pickup ST

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

2005 Dodge Ram 1500 Pickup ST

Marble Falls, TX

UnscoredInsufficient · 3
$6,199113,558 mi

Comparison: 3 similar vehicles

Marble Falls, TX

2005 Chevrolet Silverado 1500 LS

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

2005 Chevrolet Silverado 1500 LS

Marble Falls, TX

Unscored
$6,199263,733 mi

Comparison: 10 similar vehicles

Marble Falls, TX

2004 Honda CR-V LX

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

2004 Honda CR-V LX

Marble Falls, TX

Unscored
$6,199156,000 mi

Comparison: 8 similar vehicles

Marble Falls, TX

2013 Mercedes-Benz C-Class C250 Sport

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

2013 Mercedes-Benz C-Class C250 Sport

Marble Falls, TX

Fair PriceModerate · 25
$7,145102,035 mi

Market: $3,888 – $18,900

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Marble Falls, TX

2002 Nissan Frontier XE

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

2002 Nissan Frontier XE

Marble Falls, TX

UnscoredInsufficient · 0
$7,199169,639 mi

Marble Falls, TX

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Marble Falls, TX

Unscored
$9,149122,474 mi

Comparison: 19 similar vehicles

Marble Falls, TX

2003 Subaru Baja Base

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

2003 Subaru Baja Base

Marble Falls, TX

UnscoredInsufficient · 0
$9,190188,106 mi

Marble Falls, TX

2010 Ford Explorer Sport Trac XLT

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

2010 Ford Explorer Sport Trac XLT

Marble Falls, TX

UnscoredInsufficient · 0
$9,199180,757 mi

Marble Falls, TX

2016 Lincoln MKX Reserve

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

2016 Lincoln MKX Reserve

Marble Falls, TX

Unscored
$10,149148,969 mi

Comparison: 41 similar vehicles

Marble Falls, TX

2006 Pontiac Solstice Base

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

2006 Pontiac Solstice Base

Marble Falls, TX

UnscoredInsufficient · 0
$10,19959,163 mi

Marble Falls, TX

2016 MINI Cooper S

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

2016 MINI Cooper S

Marble Falls, TX

Fair PriceLimited · 13
$10,700106,026 mi

Market: $5,995 – $17,216

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Marble Falls, TX

2014 Nissan Xterra S

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

2014 Nissan Xterra S

Marble Falls, TX

UnscoredInsufficient · 0
$10,977144,248 mi

Marble Falls, TX

2018 Jeep Cherokee Latitude Plus

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

2018 Jeep Cherokee Latitude Plus

Marble Falls, TX

Unscored
$11,149128,358 mi

Comparison: 49 similar vehicles

Marble Falls, TX

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Marble Falls, TX

Unscored
$11,149138,685 mi

Comparison: 19 similar vehicles

Marble Falls, TX

2016 Subaru Forester i Premium

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

2016 Subaru Forester i Premium

Marble Falls, TX

Unscored
$11,149126,494 mi

Comparison: 25 similar vehicles

Marble Falls, TX

2014 Mercedes-Benz GLK-Class GLK350

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

2014 Mercedes-Benz GLK-Class GLK350

Marble Falls, TX

Fair PriceModerate · 23
$11,149104,523 mi

Market: $6,050 – $17,850

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Marble Falls, TX

2013 Acura TL Advance Package

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

2013 Acura TL Advance Package

Marble Falls, TX

UnscoredInsufficient · 3
$11,14989,471 mi

Comparison: 3 similar vehicles

Marble Falls, TX

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Marble Falls, TX

UnscoredInsufficient · 4
$11,149152,414 mi

Comparison: 4 similar vehicles

Marble Falls, TX

2010 Toyota Tundra Grade

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

2010 Toyota Tundra Grade

Marble Falls, TX

Unscored
$11,190175,663 mi

Comparison: 24 similar vehicles

Marble Falls, TX

2009 Toyota Highlander Base

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

2009 Toyota Highlander Base

Marble Falls, TX

OverpricedLimited · 10
$11,190136,995 mi

Market: $4,450 – $8,900

Comparison: 10 similar vehicles

Priced ~26% above the typical market range for similar vehicles (based on current market benchmarks)

Marble Falls, TX

2012 INFINITI G Convertible 37 Sport

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

2012 INFINITI G Convertible 37 Sport

Marble Falls, TX

UnscoredInsufficient · 0
$11,20092,664 mi

Marble Falls, TX

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Marble Falls, TX

UnscoredInsufficient · 3
$11,62474,747 mi

Comparison: 3 similar vehicles

Marble Falls, TX

2017 Buick Enclave Premium

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

2017 Buick Enclave Premium

Marble Falls, TX

Fair PriceModerate · 20
$12,000115,010 mi

Market: $7,800 – $13,215

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Marble Falls, TX

2021 Chevrolet Malibu 1LT

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

2021 Chevrolet Malibu 1LT

Marble Falls, TX

Fair PriceRobust · 103
$12,149100,117 mi

Market: $8,899 – $25,000

Comparison: 103 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Marble Falls, TX

2018 Nissan Armada SL

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

2018 Nissan Armada SL

Marble Falls, TX

Unscored
$12,199139,884 mi

Comparison: 59 similar vehicles

Marble Falls, TX

2016 Buick Regal Base

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

2016 Buick Regal Base

Marble Falls, TX

UnscoredInsufficient · 4
$12,220102,496 mi

Comparison: 4 similar vehicles

Marble Falls, TX

2018 Mercedes-Benz GLA-Class GLA250

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

2018 Mercedes-Benz GLA-Class GLA250

Marble Falls, TX

Fair PriceModerate · 47
$13,100101,710 mi

Market: $4,500 – $17,219

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Marble Falls, TX

2018 Land Rover Range Rover Evoque SE Premium

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

2018 Land Rover Range Rover Evoque SE Premium

Marble Falls, TX

UnscoredInsufficient · 4
$13,14985,084 mi

Comparison: 4 similar vehicles

Marble Falls, TX

2017 Audi Q5 Premium Plus

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

2017 Audi Q5 Premium Plus

Marble Falls, TX

Fair PriceModerate · 29
$13,14983,531 mi

Market: $8,900 – $16,590

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Marble Falls, TX

2016 Jeep Wrangler Sport

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

2016 Jeep Wrangler Sport

Marble Falls, TX

UnscoredInsufficient · 3
$13,149Mileage not verified

Comparison: 3 similar vehicles

Marble Falls, TX

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Marble Falls, TX

Fair PriceRobust · 68
$13,19061,781 mi

Market: $4,500 – $20,245

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Marble Falls, TX

2017 Chevrolet Cruze Premier

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

2017 Chevrolet Cruze Premier

Marble Falls, TX

Fair PriceLimited · 13
$13,19066,963 mi

Market: $4,000 – $14,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Marble Falls, TX

2018 Audi Q3 Premium Plus

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

2018 Audi Q3 Premium Plus

Marble Falls, TX

Unscored
$14,14989,470 mi

Comparison: 9 similar vehicles

Marble Falls, TX

2018 Nissan Armada SV

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

2018 Nissan Armada SV

Marble Falls, TX

Fair PriceLimited · 19
$14,200110,880 mi

Market: $9,450 – $22,145

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Marble Falls, TX

2016 GMC Canyon SLE

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

2016 GMC Canyon SLE

Marble Falls, TX

Unscored
$15,120132,464 mi

Comparison: 23 similar vehicles

Marble Falls, TX

2019 Nissan Altima SL

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

2019 Nissan Altima SL

Marble Falls, TX

Fair PriceLimited · 17
$15,145101,805 mi

Market: $9,995 – $17,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Marble Falls, TX

2018 Audi Q5 Premium

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

2018 Audi Q5 Premium

Marble Falls, TX

Fair PriceModerate · 21
$15,14986,874 mi

Market: $7,995 – $16,856

Comparison: 21 similar vehicles

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

Marble Falls, TX

2018 Jeep Renegade Trailhawk

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

2018 Jeep Renegade Trailhawk

Marble Falls, TX

UnscoredInsufficient · 4
$15,14979,051 mi

Comparison: 4 similar vehicles

Marble Falls, TX

2017 Chevrolet Colorado LT

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

2017 Chevrolet Colorado LT

Marble Falls, TX

Unscored
$15,149122,800 mi

Comparison: 25 similar vehicles

Marble Falls, TX

2009 Lexus LS Base

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

2009 Lexus LS Base

Marble Falls, TX

Unscored
$15,19083,745 mi

Comparison: 5 similar vehicles

Marble Falls, TX

2017 Volvo XC90 Momentum

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

2017 Volvo XC90 Momentum

Marble Falls, TX

Fair PriceModerate · 35
$15,64997,399 mi

Market: $7,999 – $19,850

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Marble Falls, TX

2016 Ford Explorer Platinum

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

2016 Ford Explorer Platinum

Marble Falls, TX

Unscored
$16,14597,476 mi

Comparison: 7 similar vehicles

Marble Falls, TX

2016 Mercedes-Benz GLE-Class GLE350

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

2016 Mercedes-Benz GLE-Class GLE350

Marble Falls, TX

Fair PriceRobust · 94
$16,149110,591 mi

Market: $9,777 – $21,900

Comparison: 94 similar vehicles

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

Marble Falls, 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

Marble Falls, TX

UnscoredInsufficient · 4
$16,149184,086 mi

Comparison: 4 similar vehicles

Marble Falls, TX

2021 Chevrolet Blazer 2LT

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

2021 Chevrolet Blazer 2LT

Marble Falls, TX

Fair PriceLimited · 16
$16,19099,940 mi

Market: $15,495 – $22,900

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Marble Falls, 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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