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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

2,816 listings found

2004 Toyota 4Runner SR5

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

2004 Toyota 4Runner SR5

Edinburg, TX

UnscoredInsufficient · 0
$5,045291,198 mi

Edinburg, TX

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Edinburg, TX

UnscoredInsufficient · 0
$6,973129,160 mi

Edinburg, TX

2017 INFINITI QX60 Base

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

2017 INFINITI QX60 Base

Edinburg, TX

UnscoredInsufficient · 0
$7,950111,490 mi

Edinburg, TX

2018 Ford Ecosport SE

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

2018 Ford Ecosport SE

Edinburg, TX

Unscored
$8,22972,373 mi

Comparison: 5 similar vehicles

Edinburg, TX

2016 Ford Explorer Limited

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

2016 Ford Explorer Limited

Edinburg, TX

Unscored
$8,500131,038 mi

Comparison: 7 similar vehicles

Edinburg, TX

2015 Ford Escape SE

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

2015 Ford Escape SE

Edinburg, TX

UnscoredInsufficient · 4
$8,570137,540 mi

Comparison: 4 similar vehicles

Edinburg, TX

2015 Mercedes-Benz GLA-Class GLA250

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

2015 Mercedes-Benz GLA-Class GLA250

Edinburg, TX

UnscoredInsufficient · 0
$8,950138,325 mi

Edinburg, TX

2017 Chevrolet Tahoe LS

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

2017 Chevrolet Tahoe LS

Edinburg, TX

UnscoredInsufficient · 3
$9,174141,420 mi

Comparison: 3 similar vehicles

Edinburg, TX

2016 BMW 3 Series 320i

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

2016 BMW 3 Series 320i

Edinburg, TX

UnscoredInsufficient · 0
$9,50079,936 mi

Edinburg, TX

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Edinburg, TX

UnscoredInsufficient · 3
$9,900136,692 mi

Comparison: 3 similar vehicles

Edinburg, TX

2018 Ford Ecosport SE

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

2018 Ford Ecosport SE

Edinburg, TX

Unscored
$10,53771,355 mi

Comparison: 5 similar vehicles

Edinburg, TX

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Edinburg, TX

Unscored
$10,900117,819 mi

Comparison: 7 similar vehicles

Edinburg, TX

2019 Hyundai Tucson SE

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

2019 Hyundai Tucson SE

Edinburg, TX

UnscoredInsufficient · 0
$10,995124,210 mi

Edinburg, TX

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Edinburg, TX

UnscoredInsufficient · 0
$11,45473,303 mi

Edinburg, TX

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Edinburg, TX

UnscoredInsufficient · 0
$11,92253,579 mi

Edinburg, TX

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Edinburg, TX

UnscoredInsufficient · 0
$12,50073,967 mi

Edinburg, TX

2016 Jeep Renegade Trailhawk

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

2016 Jeep Renegade Trailhawk

Edinburg, TX

Unscored
$12,50073,346 mi

Comparison: 7 similar vehicles

Edinburg, TX

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Edinburg, TX

UnscoredInsufficient · 3
$12,80097,661 mi

Comparison: 3 similar vehicles

Edinburg, TX

2019 BMW X3 30i

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

2019 BMW X3 30i

Edinburg, TX

Unscored
$12,800126,150 mi

Comparison: 10 similar vehicles

Edinburg, TX

2002 Ford Thunderbird Premium

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

2002 Ford Thunderbird Premium

Edinburg, TX

UnscoredInsufficient · 0
$12,80072,705 mi

Edinburg, 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

Edinburg, TX

Unscored
$13,000246,691 mi

Comparison: 5 similar vehicles

Edinburg, TX

2019 Mazda CX-5 Touring

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

2019 Mazda CX-5 Touring

Edinburg, TX

UnscoredInsufficient · 0
$13,500127,190 mi

Edinburg, TX

2018 Jeep Grand Cherokee Overland

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

2018 Jeep Grand Cherokee Overland

Edinburg, TX

UnscoredInsufficient · 0
$13,850104,706 mi

Edinburg, TX

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Edinburg, TX

Fair PriceLimited · 10
$13,90075,084 mi

Market: $11,900 – $14,995

Comparison: 10 similar vehicles

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

Edinburg, TX

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Edinburg, TX

UnscoredInsufficient · 4
$13,97670,423 mi

Comparison: 4 similar vehicles

Edinburg, TX

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Edinburg, TX

Unscored
$13,98882,797 mi

Comparison: 5 similar vehicles

Edinburg, TX

2015 Ford F-250 Super Duty XL

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

2015 Ford F-250 Super Duty XL

Edinburg, TX

Unscored
$14,000230,424 mi

Comparison: 6 similar vehicles

Edinburg, TX

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Edinburg, TX

UnscoredInsufficient · 0
$14,11251,621 mi

Edinburg, TX

2014 Hyundai Genesis Coupe R-Spec

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

2014 Hyundai Genesis Coupe R-Spec

Edinburg, TX

UnscoredInsufficient · 0
$14,22078,427 mi

Edinburg, TX

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Edinburg, TX

Unscored
$14,500109,339 mi

Comparison: 7 similar vehicles

Edinburg, TX

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Edinburg, TX

UnscoredInsufficient · 4
$14,74779,158 mi

Comparison: 4 similar vehicles

Edinburg, TX

2019 GMC Terrain Denali

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

2019 GMC Terrain Denali

Edinburg, TX

UnscoredInsufficient · 3
$14,900115,932 mi

Comparison: 3 similar vehicles

Edinburg, TX

2018 Chevrolet Traverse 3LT

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

2018 Chevrolet Traverse 3LT

Edinburg, TX

Unscored
$14,900111,244 mi

Comparison: 7 similar vehicles

Edinburg, TX

2022 Hyundai Santa Fe Limited

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

2022 Hyundai Santa Fe Limited

Edinburg, TX

UnscoredInsufficient · 0
$14,925105,467 mi

Edinburg, TX

2020 Nissan Rogue S

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

2020 Nissan Rogue S

Edinburg, TX

UnscoredInsufficient · 4
$14,99561,748 mi

Comparison: 4 similar vehicles

Edinburg, TX

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Edinburg, TX

Fair PriceModerate · 37
$14,99993,016 mi

Market: $15,000 – $21,220

Comparison: 37 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 14 days listed (based on current market benchmarks)

Edinburg, TX

2019 Ford F-150 XL

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

2019 Ford F-150 XL

Edinburg, TX

Unscored
$14,999123,759 mi

Comparison: 31 similar vehicles

Edinburg, TX

2017 Ford F-250 Super Duty XL

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

2017 Ford F-250 Super Duty XL

Edinburg, TX

UnscoredInsufficient · 4
$15,000152,298 mi

Comparison: 4 similar vehicles

Edinburg, TX

2016 Volvo VN

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

2016 Volvo VN

Edinburg, TX

UnscoredInsufficient · 0
$15,000Mileage not verified

Edinburg, TX

2013 Volvo VAH

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

2013 Volvo VAH

Edinburg, TX

UnscoredInsufficient · 0
$15,000Mileage not verified

Edinburg, TX

2019 Jeep Compass Sport

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

2019 Jeep Compass Sport

Edinburg, TX

UnscoredInsufficient · 3
$15,25184,133 mi

Comparison: 3 similar vehicles

Edinburg, TX

2019 Chevrolet Traverse Premier

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

2019 Chevrolet Traverse Premier

Edinburg, TX

UnscoredInsufficient · 0
$15,400150,630 mi

Edinburg, TX

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Edinburg, TX

Unscored
$15,50070,055 mi

Comparison: 11 similar vehicles

Edinburg, TX

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Edinburg, TX

UnscoredInsufficient · 4
$15,50069,294 mi

Comparison: 4 similar vehicles

Edinburg, TX

2013 Ford F-150 FX4

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

2013 Ford F-150 FX4

Edinburg, TX

UnscoredInsufficient · 0
$15,500160,220 mi

Edinburg, TX

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Edinburg, TX

UnscoredInsufficient · 0
$15,90085,748 mi

Edinburg, TX

2020 Ford Explorer Base

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

2020 Ford Explorer Base

Edinburg, TX

UnscoredInsufficient · 3
$15,90098,833 mi

Comparison: 3 similar vehicles

Edinburg, TX

2020 Land Rover Range Rover Evoque SE

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

2020 Land Rover Range Rover Evoque SE

Edinburg, TX

UnscoredInsufficient · 0
$15,900105,337 mi

Edinburg, TX

2019 Volkswagen Jetta GLI Autobahn

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

2019 Volkswagen Jetta GLI Autobahn

Edinburg, TX

UnscoredInsufficient · 0
$15,90064,404 mi

Edinburg, TX

2019 Honda Odyssey EX-L

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

2019 Honda Odyssey EX-L

Edinburg, TX

Unscored
$15,900152,000 mi

Comparison: 8 similar vehicles

Edinburg, 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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