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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 · October 27, 2026

6.1M+

Unique vehicles analyzed

as of October 27, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

627 listings found

2006 Ford Expedition Limited

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

2006 Ford Expedition Limited

Lampasas, TX

UnscoredInsufficient · 0
$5,995193,792 mi

Lampasas, TX

1997 Chevrolet C1500 CHEYENNE

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

1997 Chevrolet C1500 CHEYENNE

Lampasas, TX

UnscoredInsufficient · 0
$6,500238,500 mi

Lampasas, TX

1997 Jeep Wrangler / TJ

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

1997 Jeep Wrangler / TJ

Lampasas, TX

UnscoredInsufficient · 0
$6,950109,670 mi

Lampasas, TX

2013 Toyota Camry LE

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

2013 Toyota Camry LE

Lampasas, TX

UnscoredLimited · 17
$6,995165,905 mi

Comparison: 17 similar vehicles

Lampasas, TX

2012 Volkswagen CC Sport

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

2012 Volkswagen CC Sport

Lampasas, TX

UnscoredInsufficient · 4
$7,995164,978 mi

Comparison: 4 similar vehicles

Lampasas, TX

2014 Ford Explorer Base

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

2014 Ford Explorer Base

Lampasas, TX

UnscoredLimited · 18
$8,995175,976 mi

Comparison: 18 similar vehicles

Lampasas, TX

2007 Chevrolet Silverado 1500 1LT

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

2007 Chevrolet Silverado 1500 1LT

Lampasas, TX

UnscoredLimited · 5
$8,995201,995 mi

Comparison: 5 similar vehicles

Lampasas, TX

2010 Toyota Tundra Grade

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

2010 Toyota Tundra Grade

Lampasas, TX

UnscoredLimited · 18
$9,000223,000 mi

Comparison: 18 similar vehicles

Lampasas, TX

2014 RAM 1500 Pickup Tradesman

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

2014 RAM 1500 Pickup Tradesman

Lampasas, TX

UnscoredModerate · 29
$9,750243,912 mi

Comparison: 29 similar vehicles

Lampasas, TX

2015 Ford Escape SE

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

2015 Ford Escape SE

Lampasas, TX

Fair PriceRobust · 60
$9,85093,081 mi

Market: $3,763 – $13,599

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Lampasas, TX

2014 Ford Escape SE

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

2014 Ford Escape SE

Lampasas, TX

UnscoredModerate · 42
$9,995126,652 mi

Comparison: 42 similar vehicles

Lampasas, TX

2010 Toyota Tundra Grade

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

2010 Toyota Tundra Grade

Lampasas, TX

UnscoredLimited · 18
$10,000186,300 mi

Comparison: 18 similar vehicles

Lampasas, TX

2012 Jeep Wrangler Sport

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

2012 Jeep Wrangler Sport

Lampasas, TX

UnscoredLimited · 18
$10,500155,824 mi

Comparison: 18 similar vehicles

Lampasas, TX

2019 Ford Ecosport SE

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

2019 Ford Ecosport SE

Lampasas, TX

UnscoredLimited · 5
$10,631101,385 mi

Comparison: 5 similar vehicles

Lampasas, TX

2020 Nissan Kicks SR

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

2020 Nissan Kicks SR

Lampasas, TX

UnscoredInsufficient · 4
$10,900140,961 mi

Comparison: 4 similar vehicles

Lampasas, TX

2017 Chevrolet Silverado 1500 Custom

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

2017 Chevrolet Silverado 1500 Custom

Lampasas, TX

UnscoredInsufficient · 3
$10,900267,132 mi

Comparison: 3 similar vehicles

Lampasas, TX

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Lampasas, TX

Fair PriceModerate · 37
$10,98783,522 mi

Market: $2,995 – $18,395

Comparison: 37 similar vehicles

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

Lampasas, TX

2007 Jeep Wrangler X

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

2007 Jeep Wrangler X

Lampasas, TX

UnscoredLimited · 10
$11,995183,203 mi

Comparison: 10 similar vehicles

Lampasas, TX

2017 Toyota Corolla SE

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

2017 Toyota Corolla SE

Lampasas, TX

UnscoredModerate · 36
$13,000194,677 mi

Comparison: 36 similar vehicles

Lampasas, TX

2015 GMC Yukon Denali

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

2015 GMC Yukon Denali

Lampasas, TX

UnscoredModerate · 48
$13,000208,400 mi

Comparison: 48 similar vehicles

Lampasas, TX

2013 RAM 1500 Pickup Tradesman

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

2013 RAM 1500 Pickup Tradesman

Lampasas, TX

UnscoredModerate · 21
$13,000131,000 mi

Comparison: 21 similar vehicles

Lampasas, TX

2013 Jeep Wrangler Unlimited Rubicon

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

2013 Jeep Wrangler Unlimited Rubicon

Lampasas, TX

UnscoredLimited · 9
$13,900210,129 mi

Comparison: 9 similar vehicles

Lampasas, TX

2016 Acura MDX Technology Package

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

2016 Acura MDX Technology Package

Lampasas, TX

UnscoredRobust · 71
$14,000175,234 mi

Comparison: 71 similar vehicles

Lampasas, TX

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Lampasas, TX

Fair PriceLimited · 10
$14,480Mileage not verified

Market: $13,148 – $21,595

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Lampasas, TX

2018 Ford Explorer Sport

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

2018 Ford Explorer Sport

Lampasas, TX

UnscoredModerate · 26
$14,500146,867 mi

Comparison: 26 similar vehicles

Lampasas, TX

2008 Toyota Tundra Limited

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

2008 Toyota Tundra Limited

Lampasas, TX

UnscoredModerate · 24
$14,500186,700 mi

Comparison: 24 similar vehicles

Lampasas, TX

2020 Chrysler Pacifica Limited

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

2020 Chrysler Pacifica Limited

Lampasas, TX

UnscoredInsufficient · 3
$14,900145,468 mi

Comparison: 3 similar vehicles

Lampasas, TX

2014 RAM 1500 Pickup Laramie

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

2014 RAM 1500 Pickup Laramie

Lampasas, TX

UnscoredInsufficient · 3
$14,900159,967 mi

Comparison: 3 similar vehicles

Lampasas, TX

2013 Cadillac Escalade Premium

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

2013 Cadillac Escalade Premium

Lampasas, TX

UnscoredInsufficient · 3
$14,900146,909 mi

Comparison: 3 similar vehicles

Lampasas, TX

2015 Chevrolet Silverado 1500 LTZ

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

2015 Chevrolet Silverado 1500 LTZ

Lampasas, TX

UnscoredRobust · 112
$14,999182,151 mi

Comparison: 112 similar vehicles

Lampasas, TX

2013 Honda Ridgeline RTS

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

2013 Honda Ridgeline RTS

Lampasas, TX

UnscoredInsufficient · 0
$15,900116,188 mi

Lampasas, TX

2013 Toyota Tundra Limited

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

2013 Toyota Tundra Limited

Lampasas, TX

UnscoredLimited · 8
$16,000231,800 mi

Comparison: 8 similar vehicles

Lampasas, TX

2021 Ford F-150 XL

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

2021 Ford F-150 XL

Lampasas, TX

UnscoredLimited · 10
$16,480Mileage not verified

Comparison: 10 similar vehicles

Lampasas, TX

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Lampasas, TX

UnscoredLimited · 14
$16,900181,737 mi

Comparison: 14 similar vehicles

Lampasas, TX

2017 RAM 1500 Pickup Tradesman

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

2017 RAM 1500 Pickup Tradesman

Lampasas, TX

Fair PriceRobust · 61
$16,980Mileage not verified

Market: $4,950 – $24,645

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Lampasas, TX

2017 Volkswagen Passat SEL Premium

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

2017 Volkswagen Passat SEL Premium

Lampasas, TX

UnscoredLimited · 7
$17,50073,748 mi

Comparison: 7 similar vehicles

Lampasas, TX

2020 Kia Sportage S

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

2020 Kia Sportage S

Lampasas, TX

UnscoredInsufficient · 0
$17,90040,673 mi

Lampasas, TX

2020 Ford Mustang EcoBoost Premium

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

2020 Ford Mustang EcoBoost Premium

Lampasas, TX

Fair PriceModerate · 42
$17,98288,645 mi

Market: $10,999 – $24,990

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 374 days listed (based on current market benchmarks)

Lampasas, TX

2019 Ford Transit Van Base

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

2019 Ford Transit Van Base

Lampasas, TX

Fair PriceRobust · 92
$18,480Mileage not verified

Market: $10,999 – $43,960

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Lampasas, TX

2018 Toyota RAV4 XLE

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

2018 Toyota RAV4 XLE

Lampasas, TX

UnscoredLimited · 6
$18,70079,190 mi

Comparison: 6 similar vehicles

Lampasas, TX

2022 Chevrolet Silverado 1500 Work Truck

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

2022 Chevrolet Silverado 1500 Work Truck

Lampasas, TX

UnscoredInsufficient · 4
$18,780Mileage not verified

Comparison: 4 similar vehicles

Lampasas, TX

2020 Jeep Wrangler Unlimited Sport S

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

2020 Jeep Wrangler Unlimited Sport S

Lampasas, TX

UnscoredLimited · 5
$20,362101,240 mi

Comparison: 5 similar vehicles

Lampasas, TX

2019 Volkswagen Atlas SEL Premium

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

2019 Volkswagen Atlas SEL Premium

Lampasas, TX

Fair PriceModerate · 38
$20,50084,108 mi

Market: $11,985 – $21,987

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Lampasas, TX

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Lampasas, TX

Fair PriceLimited · 18
$20,95551,495 mi

Market: $16,223 – $21,439

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Lampasas, TX

2021 RAM 2500 Pickup Tradesman

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

2021 RAM 2500 Pickup Tradesman

Lampasas, TX

UnscoredInsufficient · 3
$20,995165,177 mi

Comparison: 3 similar vehicles

Lampasas, TX

2020 Dodge Durango R/T

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

2020 Dodge Durango R/T

Lampasas, TX

UnscoredLimited · 12
$20,995133,506 mi

Comparison: 12 similar vehicles

Lampasas, TX

2015 Jeep Wrangler Unlimited Sahara

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

2015 Jeep Wrangler Unlimited Sahara

Lampasas, TX

Fair PriceRobust · 81
$20,99598,576 mi

Market: $11,377 – $23,900

Comparison: 81 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 157 days listed (based on current market benchmarks)

Lampasas, TX

2019 Ford Expedition XLT

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

2019 Ford Expedition XLT

Lampasas, TX

UnscoredInsufficient · 4
$21,061111,443 mi

Comparison: 4 similar vehicles

Lampasas, TX

2023 Nissan Kicks SR

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

2023 Nissan Kicks SR

Lampasas, TX

UnscoredLimited · 9
$21,50049,731 mi

Comparison: 9 similar vehicles

Lampasas, TX

2018 Chevrolet Tahoe LT

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

2018 Chevrolet Tahoe LT

Lampasas, TX

UnscoredRobust · 118
$21,500164,337 mi

Comparison: 118 similar vehicles

Lampasas, 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 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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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