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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 7, 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

1,144 listings found

2017 Kia Optima Premium Hybrid

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

2017 Kia Optima Premium Hybrid

Robstown, TX

UnscoredInsufficient · 0
$4,88892,381 mi

Robstown, TX

2013 Kia Soul +

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

2013 Kia Soul +

Robstown, TX

Unscored
$5,514164,541 mi

Comparison: 6 similar vehicles

Robstown, TX

2016 GMC Terrain SLT

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

2016 GMC Terrain SLT

Robstown, TX

Unscored
$5,775231,341 mi

Comparison: 7 similar vehicles

Robstown, TX

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Robstown, TX

Unscored
$7,181153,022 mi

Comparison: 12 similar vehicles

Robstown, TX

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Robstown, TX

Unscored
$7,216140,876 mi

Comparison: 9 similar vehicles

Robstown, TX

2013 Chevrolet Sonic LT

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

2013 Chevrolet Sonic LT

Robstown, TX

UnscoredInsufficient · 4
$7,441110,502 mi

Comparison: 4 similar vehicles

Robstown, TX

2008 Volvo S80 3.2

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

2008 Volvo S80 3.2

Robstown, TX

UnscoredInsufficient · 0
$7,588213,890 mi

Robstown, TX

2016 GMC Acadia SLE-1

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

2016 GMC Acadia SLE-1

Robstown, TX

UnscoredInsufficient · 3
$7,997154,786 mi

Comparison: 3 similar vehicles

Robstown, TX

2019 Chevrolet Cruze LT

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

2019 Chevrolet Cruze LT

Robstown, TX

Unscored
$8,988175,248 mi

Comparison: 9 similar vehicles

Robstown, TX

2013 GMC Acadia Denali

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

2013 GMC Acadia Denali

Robstown, TX

UnscoredInsufficient · 0
$8,988122,141 mi

Robstown, TX

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Robstown, TX

Fair PriceLimited · 14
$9,28891,712 mi

Market: $9,716 – $10,411

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 17 days listed (based on current market benchmarks)

Robstown, TX

2017 Mazda CX-5 Grand Touring

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

2017 Mazda CX-5 Grand Touring

Robstown, TX

Unscored
$9,716152,496 mi

Comparison: 7 similar vehicles

Robstown, TX

2012 Toyota Camry LE

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

2012 Toyota Camry LE

Robstown, TX

Unscored
$10,188163,299 mi

Comparison: 16 similar vehicles

Robstown, TX

2017 GMC Acadia SLT-1

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

2017 GMC Acadia SLT-1

Robstown, TX

Unscored
$10,300158,097 mi

Comparison: 19 similar vehicles

Robstown, TX

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Robstown, TX

OverpricedLimited · 14
$10,41189,441 mi

Market: $9,288 – $9,716

Comparison: 14 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Robstown, TX

2015 GMC Yukon XL SLT

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

2015 GMC Yukon XL SLT

Robstown, TX

Unscored
$10,675186,533 mi

Comparison: 7 similar vehicles

Robstown, TX

2020 Chevrolet Blazer 2LT

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

2020 Chevrolet Blazer 2LT

Robstown, TX

Unscored
$10,900105,696 mi

Comparison: 6 similar vehicles

Robstown, TX

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Robstown, TX

Fair PriceLimited · 14
$10,97898,394 mi

Market: $7,500 – $13,500

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Robstown, TX

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Robstown, TX

Fair PriceLimited · 13
$10,98884,578 mi

Market: $6,900 – $12,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Robstown, TX

2013 Honda Civic Si

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

2013 Honda Civic Si

Robstown, TX

UnscoredInsufficient · 0
$10,988151,869 mi

Robstown, TX

2000 Nissan Frontier XE

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

2000 Nissan Frontier XE

Robstown, TX

UnscoredInsufficient · 0
$10,98895,679 mi

Robstown, TX

2012 Chevrolet Camaro 2LS

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

2012 Chevrolet Camaro 2LS

Robstown, TX

UnscoredInsufficient · 0
$10,991103,896 mi

Robstown, TX

2023 Chevrolet Equinox LS

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

2023 Chevrolet Equinox LS

Robstown, TX

Unscored
$10,995139,404 mi

Comparison: 9 similar vehicles

Robstown, TX

2015 Buick Enclave Premium

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

2015 Buick Enclave Premium

Robstown, TX

Unscored
$10,997102,889 mi

Comparison: 7 similar vehicles

Robstown, TX

2018 Kia Optima LX

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

2018 Kia Optima LX

Robstown, TX

Fair PriceLimited · 16
$11,25380,090 mi

Market: $7,825 – $21,849

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Robstown, TX

2013 Acura TL Technology Package

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

2013 Acura TL Technology Package

Robstown, TX

Unscored
$11,625118,822 mi

Comparison: 15 similar vehicles

Robstown, TX

2020 Honda Accord LX

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

2020 Honda Accord LX

Robstown, TX

Unscored
$11,816174,547 mi

Comparison: 13 similar vehicles

Robstown, TX

2017 RAM 1500 Pickup Laramie

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

2017 RAM 1500 Pickup Laramie

Robstown, TX

Unscored
$12,225257,100 mi

Comparison: 34 similar vehicles

Robstown, TX

2004 Audi TT Base

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

2004 Audi TT Base

Robstown, TX

UnscoredInsufficient · 0
$12,22530,401 mi

Robstown, TX

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Robstown, TX

Fair PriceRobust · 75
$12,411108,781 mi

Market: $6,950 – $18,995

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Robstown, TX

2017 Chevrolet Impala 1LT

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

2017 Chevrolet Impala 1LT

Robstown, TX

Fair PriceLimited · 12
$12,720104,982 mi

Market: $8,500 – $14,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Robstown, TX

2017 Audi A4 Premium Plus

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

2017 Audi A4 Premium Plus

Robstown, TX

Fair PriceLimited · 10
$12,725109,664 mi

Market: $11,002 – $16,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Robstown, TX

2020 GMC Terrain Denali

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

2020 GMC Terrain Denali

Robstown, TX

Unscored
$12,775159,061 mi

Comparison: 25 similar vehicles

Robstown, TX

2017 GMC Acadia SLT-1

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

2017 GMC Acadia SLT-1

Robstown, TX

Unscored
$12,775125,866 mi

Comparison: 19 similar vehicles

Robstown, TX

2017 RAM 1500 Pickup Lone Star

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

2017 RAM 1500 Pickup Lone Star

Robstown, TX

Unscored
$12,825185,367 mi

Comparison: 43 similar vehicles

Robstown, TX

2021 Chevrolet Trailblazer LT

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

2021 Chevrolet Trailblazer LT

Robstown, TX

Fair PriceLimited · 19
$12,90097,532 mi

Market: $10,840 – $17,999

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Robstown, TX

2015 Nissan Armada SL

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

2015 Nissan Armada SL

Robstown, TX

UnscoredInsufficient · 3
$12,983103,651 mi

Comparison: 3 similar vehicles

Robstown, TX

2018 Kia Sorento L

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

2018 Kia Sorento L

Robstown, TX

Unscored
$12,988115,564 mi

Comparison: 14 similar vehicles

Robstown, TX

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Robstown, TX

UnscoredInsufficient · 0
$12,98857,149 mi

Robstown, TX

2017 Jeep All-New Compass Latitude

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

2017 Jeep All-New Compass Latitude

Robstown, TX

OverpricedLimited · 10
$13,00274,787 mi

Market: $6,900 – $10,995

Comparison: 10 similar vehicles

Priced ~18% above the typical market range for similar vehicles (based on current market benchmarks)

Robstown, TX

2014 Nissan Frontier SV

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

2014 Nissan Frontier SV

Robstown, TX

Unscored
$13,588111,008 mi

Comparison: 8 similar vehicles

Robstown, TX

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Robstown, TX

Great DealLimited · 16
$13,90059,577 mi

Market: $14,540 – $22,370

Comparison: 16 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 16 days listed (based on current market benchmarks)

Robstown, TX

2019 Hyundai Tucson Value

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

2019 Hyundai Tucson Value

Robstown, TX

Unscored
$13,94263,785 mi

Comparison: 9 similar vehicles

Robstown, TX

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Robstown, TX

Unscored
$13,995162,633 mi

Comparison: 8 similar vehicles

Robstown, TX

2020 BMW X3 30i

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

2020 BMW X3 30i

Robstown, TX

Fair PriceRobust · 69
$14,125115,683 mi

Market: $14,295 – $25,205

Comparison: 69 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 66 days listed (based on current market benchmarks)

Robstown, TX

2013 Jeep Wrangler Unlimited Sahara

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

2013 Jeep Wrangler Unlimited Sahara

Robstown, TX

Unscored
$14,136129,255 mi

Comparison: 6 similar vehicles

Robstown, TX

2015 Chevrolet Tahoe LS

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

2015 Chevrolet Tahoe LS

Robstown, TX

Unscored
$14,411116,477 mi

Comparison: 6 similar vehicles

Robstown, TX

2018 Buick Envision Premium II

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

2018 Buick Envision Premium II

Robstown, TX

UnscoredInsufficient · 0
$14,44190,474 mi

Robstown, TX

2016 Chevrolet Colorado Z71

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

2016 Chevrolet Colorado Z71

Robstown, TX

Unscored
$14,491143,802 mi

Comparison: 22 similar vehicles

Robstown, TX

2018 INFINITI Q70 LUXE

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

2018 INFINITI Q70 LUXE

Robstown, TX

UnscoredInsufficient · 0
$14,61074,230 mi

Robstown, 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 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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