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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 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

533 listings found

2013 Dodge Durango SXT

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

2013 Dodge Durango SXT

Hebbronville, TX

UnscoredLimited · 6
$5,898203,740 mi

Comparison: 6 similar vehicles

Hebbronville, TX

2014 Chevrolet Spark 2LT

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

2014 Chevrolet Spark 2LT

Alice, TX

UnscoredInsufficient · 0
$5,950114,453 mi

Alice, TX

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

Hebbronville, TX

UnscoredLimited · 13
$6,688128,139 mi

Comparison: 13 similar vehicles

Hebbronville, TX

No Photo

2005 Volkswagen New Jetta TDI

Alice, TX

UnscoredInsufficient · 0
$6,988295,974 mi

Alice, TX

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Freer, TX

UnscoredRobust · 139
$7,500295,189 mi

Comparison: 139 similar vehicles

Freer, TX

No Photo

2013 Chevrolet Cruze 2LT

Alice, TX

UnscoredInsufficient · 3
$9,68886,569 mi

Comparison: 3 similar vehicles

Alice, TX

2002 Chevrolet Silverado 1500HD LS

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

2002 Chevrolet Silverado 1500HD LS

Freer, TX

UnscoredInsufficient · 0
$9,900147,585 mi

Freer, TX

2007 Dodge Ram 1500 Pickup SLT

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

2007 Dodge Ram 1500 Pickup SLT

Alice, TX

UnscoredInsufficient · 0
$9,985115,401 mi

Alice, TX

2015 Chevrolet Silverado 2500HD Work Truck

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

2015 Chevrolet Silverado 2500HD Work Truck

Freer, TX

UnscoredLimited · 14
$10,000229,969 mi

Comparison: 14 similar vehicles

Freer, TX

2015 Mitsubishi Outlander Sport ES

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

2015 Mitsubishi Outlander Sport ES

Alice, TX

Fair PriceLimited · 19
$12,688100,992 mi

Market: $4,995 – $13,224

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1816 days listed (based on current market benchmarks)

Alice, TX

2022 Chrysler 300 Touring

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

2022 Chrysler 300 Touring

Alice, TX

UnscoredInsufficient · 0
$14,50096,011 mi

Alice, TX

2017 Dodge Durango SXT

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

2017 Dodge Durango SXT

Alice, TX

UnscoredInsufficient · 0
$14,500147,542 mi

Alice, TX

No Photo

2011 BMW X5 xDrive35i

Alice, TX

UnscoredInsufficient · 0
$14,788118,010 mi

Alice, TX

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Laredo, TX

Great DealModerate · 39
$14,90042,324 mi

Market: $16,722 – $24,000

Comparison: 39 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 20 days listed (based on current market benchmarks)

Laredo, TX

2007 Jeep Wrangler X

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

2007 Jeep Wrangler X

Freer, TX

UnscoredInsufficient · 3
$14,900115,512 mi

Comparison: 3 similar vehicles

Freer, TX

2016 Chevrolet Suburban LT

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

2016 Chevrolet Suburban LT

Alice, TX

UnscoredLimited · 13
$15,000182,620 mi

Comparison: 13 similar vehicles

Alice, TX

2021 Buick Envision Essence

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

2021 Buick Envision Essence

Laredo, TX

UnscoredInsufficient · 0
$15,90059,596 mi

Laredo, TX

2020 Cadillac XT4 Premium Luxury

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

2020 Cadillac XT4 Premium Luxury

Laredo, TX

Salvage title
$15,900109,000 mi

Laredo, TX

No Photo

2015 Ford Explorer XLT

Alice, TX

UnscoredModerate · 22
$15,988126,076 mi

Comparison: 22 similar vehicles

Alice, TX

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Alice, TX

Fair PriceModerate · 29
$16,38540,815 mi

Market: $15,722 – $17,988

Comparison: 29 similar vehicles

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

Alice, TX

2019 Dodge Grand Caravan SE Plus

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

2019 Dodge Grand Caravan SE Plus

Alice, TX

UnscoredInsufficient · 0
$16,50070,482 mi

Alice, TX

2013 Ford F-150 FX2

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

2013 Ford F-150 FX2

Alice, TX

UnscoredLimited · 6
$16,500152,807 mi

Comparison: 6 similar vehicles

Alice, TX

2022 INFINITI QX50 Pure

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

2022 INFINITI QX50 Pure

Laredo, TX

UnscoredInsufficient · 0
$16,90042,803 mi

Laredo, TX

2017 Nissan Titan SV

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

2017 Nissan Titan SV

Freer, TX

Fair PriceModerate · 20
$16,99599,690 mi

Market: $9,999 – $26,986

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 186 days listed (based on current market benchmarks)

Freer, TX

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Alice, TX

OverpricedLimited · 18
$17,688107,306 mi

Market: $6,950 – $16,998

Comparison: 18 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Alice, TX

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Alice, TX

UnscoredLimited · 9
$17,82350,320 mi

Comparison: 9 similar vehicles

Alice, TX

2022 Ford Escape SE

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

2022 Ford Escape SE

Freer, TX

UnscoredInsufficient · 3
$17,90029,826 mi

Comparison: 3 similar vehicles

Freer, TX

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Alice, TX

UnscoredLimited · 9
$18,01454,574 mi

Comparison: 9 similar vehicles

Alice, TX

2024 Nissan Rogue S

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

2024 Nissan Rogue S

Alice, TX

Fair PriceModerate · 41
$18,19470,532 mi

Market: $14,999 – $21,516

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Alice, TX

2016 RAM 1500 Pickup Laramie

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

2016 RAM 1500 Pickup Laramie

Alice, TX

UnscoredLimited · 13
$18,500155,853 mi

Comparison: 13 similar vehicles

Alice, TX

2022 Dodge Charger SXT

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

2022 Dodge Charger SXT

Laredo, TX

Fair PriceModerate · 34
$18,90089,868 mi

Market: $15,900 – $24,999

Comparison: 34 similar vehicles

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

Laredo, TX

1999 Chevrolet Silverado LS

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

1999 Chevrolet Silverado LS

Freer, TX

UnscoredInsufficient · 0
$18,99599,360 mi

Freer, TX

2023 Nissan Kicks SR

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

2023 Nissan Kicks SR

Alice, TX

UnscoredInsufficient · 0
$19,37751,715 mi

Alice, TX

No Photo

2014 Ford F-150 XLT

Alice, TX

UnscoredModerate · 34
$19,688153,339 mi

Comparison: 34 similar vehicles

Alice, TX

2021 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2021 Chevrolet Silverado 3500 Chassis Cab Work Truck

Freer, TX

UnscoredInsufficient · 0
$19,900173,654 mi

Freer, TX

2021 Chevrolet Silverado 2500HD Work Truck

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

2021 Chevrolet Silverado 2500HD Work Truck

Freer, TX

UnscoredInsufficient · 4
$19,900172,555 mi

Comparison: 4 similar vehicles

Freer, TX

No Photo

2003 Sterling L

Alice, TX

UnscoredInsufficient · 0
$19,900139,554 mi

Alice, TX

2024 Chevrolet TrailBlazer LS

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

2024 Chevrolet TrailBlazer LS

Laredo, TX

UnscoredInsufficient · 0
$19,9505,690 mi

Laredo, TX

2022 Hyundai Tucson Limited

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

2022 Hyundai Tucson Limited

Hebbronville, TX

UnscoredLimited · 10
$19,98092,677 mi

Comparison: 10 similar vehicles

Hebbronville, TX

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Hebbronville, TX

Fair PriceLimited · 18
$19,98851,554 mi

Market: $17,513 – $22,999

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Hebbronville, TX

2025 Volkswagen Taos SE

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

2025 Volkswagen Taos SE

Alice, TX

UnscoredLimited · 6
$20,19543,790 mi

Comparison: 6 similar vehicles

Alice, TX

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Alice, TX

Fair PriceLimited · 13
$20,31833,128 mi

Market: $18,540 – $23,220

Comparison: 13 similar vehicles

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

Alice, TX

2016 Toyota Tundra SR5

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

2016 Toyota Tundra SR5

Freer, TX

UnscoredModerate · 26
$20,900183,982 mi

Comparison: 26 similar vehicles

Freer, TX

2023 Buick Envision Preferred

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

2023 Buick Envision Preferred

Laredo, TX

Great DealLimited · 12
$21,00031,744 mi

Market: $23,243 – $27,192

Comparison: 12 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 71 days listed (based on current market benchmarks)

Laredo, TX

No Photo

2025 Volkswagen Taos S

Alice, TX

UnscoredInsufficient · 0
$21,19553,405 mi

Alice, TX

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Laredo, TX

UnscoredInsufficient · 0
$21,50016,072 mi

Laredo, TX

2018 RAM 2500 Pickup Tradesman

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

2018 RAM 2500 Pickup Tradesman

Freer, TX

UnscoredLimited · 19
$21,500182,646 mi

Comparison: 19 similar vehicles

Freer, TX

2025 Nissan Sentra SR

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

2025 Nissan Sentra SR

Alice, TX

UnscoredInsufficient · 4
$21,51842,546 mi

Comparison: 4 similar vehicles

Alice, TX

2018 Mercedes-Benz C-Class Sedan C300

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

2018 Mercedes-Benz C-Class Sedan C300

Alice, TX

OverpricedModerate · 20
$21,78878,588 mi

Market: $13,036 – $19,998

Comparison: 20 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Alice, TX

2017 Mercedes-Benz C-Class C300

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

2017 Mercedes-Benz C-Class C300

Alice, TX

Fair PriceLimited · 16
$21,78867,749 mi

Market: $9,815 – $22,950

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 802 days listed (based on current market benchmarks)

Alice, 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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