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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

114 listings found

2007 Suzuki XL7 Base

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

2007 Suzuki XL7 Base

Socorro, TX

UnscoredInsufficient · 0
$3,000152,320 mi

Socorro, TX

2001 Dodge Ram Pickup ST

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

2001 Dodge Ram Pickup ST

Socorro, TX

UnscoredInsufficient · 0
$3,500257,852 mi

Socorro, TX

2017 Nissan Altima SV

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

2017 Nissan Altima SV

Socorro, TX

UnscoredInsufficient · 3
$4,995154,354 mi

Comparison: 3 similar vehicles

Socorro, TX

2015 Hyundai Veloster Base

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

2015 Hyundai Veloster Base

Socorro, TX

UnscoredInsufficient · 0
$4,995Mileage not verified

Socorro, TX

2013 FIAT 500 Pop

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

2013 FIAT 500 Pop

Socorro, TX

UnscoredInsufficient · 0
$4,99588,356 mi

Socorro, TX

2013 Kia Sportage LX

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

2013 Kia Sportage LX

Socorro, TX

UnscoredInsufficient · 0
$4,995190,213 mi

Socorro, TX

2009 BMW 3 Series 328i

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

2009 BMW 3 Series 328i

Socorro, TX

UnscoredInsufficient · 0
$4,995172,125 mi

Socorro, TX

2007 Mercedes-Benz C-Class C280 Luxury

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

2007 Mercedes-Benz C-Class C280 Luxury

Socorro, TX

UnscoredInsufficient · 0
$4,995162,143 mi

Socorro, TX

2004 Ford F-250 Super Duty XL

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

2004 Ford F-250 Super Duty XL

Socorro, TX

Salvage title
$5,500291,114 mi

Socorro, TX

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Socorro, TX

UnscoredInsufficient · 3
$5,995130,111 mi

Comparison: 3 similar vehicles

Socorro, TX

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Socorro, TX

UnscoredInsufficient · 0
$5,995108,193 mi

Socorro, TX

2014 Nissan Sentra SR

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

2014 Nissan Sentra SR

Socorro, TX

UnscoredInsufficient · 0
$5,995105,609 mi

Socorro, TX

2014 Volkswagen Jetta S

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

2014 Volkswagen Jetta S

Socorro, TX

UnscoredInsufficient · 0
$5,995129,630 mi

Socorro, TX

2012 Chevrolet Traverse LTZ

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

2012 Chevrolet Traverse LTZ

Socorro, TX

UnscoredInsufficient · 0
$5,995171,323 mi

Socorro, TX

2010 Ford Explorer Eddie Bauer

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

2010 Ford Explorer Eddie Bauer

Socorro, TX

UnscoredInsufficient · 0
$5,995131,098 mi

Socorro, TX

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Socorro, TX

UnscoredInsufficient · 0
$6,995162,123 mi

Socorro, TX

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Socorro, TX

UnscoredInsufficient · 4
$6,995130,231 mi

Comparison: 4 similar vehicles

Socorro, TX

2017 Hyundai Veloster R-Spec

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

2017 Hyundai Veloster R-Spec

Socorro, TX

UnscoredInsufficient · 0
$6,995137,123 mi

Socorro, TX

2015 Ford Focus SE

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

2015 Ford Focus SE

Socorro, TX

UnscoredInsufficient · 0
$6,995112,234 mi

Socorro, TX

2015 Buick Encore Base

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

2015 Buick Encore Base

Socorro, TX

UnscoredInsufficient · 0
$6,99594,831 mi

Socorro, TX

2015 Hyundai Sonata Hybrid Base

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

2015 Hyundai Sonata Hybrid Base

Socorro, TX

UnscoredInsufficient · 0
$6,995118,230 mi

Socorro, TX

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Socorro, TX

UnscoredInsufficient · 0
$6,995156,412 mi

Socorro, TX

2013 Chevrolet Captiva Sport LT

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

2013 Chevrolet Captiva Sport LT

Socorro, TX

UnscoredInsufficient · 0
$6,99584,722 mi

Socorro, TX

2012 Mercedes-Benz M-Class ML350

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

2012 Mercedes-Benz M-Class ML350

Socorro, TX

UnscoredInsufficient · 0
$6,995172,163 mi

Socorro, TX

2012 MINI Countryman S

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

2012 MINI Countryman S

Socorro, TX

UnscoredInsufficient · 0
$6,995106,074 mi

Socorro, TX

2011 Subaru Legacy I Premium

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

2011 Subaru Legacy I Premium

Socorro, TX

UnscoredInsufficient · 0
$6,995100,432 mi

Socorro, TX

2014 Ford Focus ST

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

2014 Ford Focus ST

Socorro, TX

UnscoredInsufficient · 0
$7,320119,000 mi

Socorro, TX

2014 Chrysler 300

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

2014 Chrysler 300

Socorro, TX

UnscoredInsufficient · 0
$7,500110,563 mi

Socorro, TX

2015 Buick Encore Premium

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

2015 Buick Encore Premium

Socorro, TX

UnscoredInsufficient · 0
$7,995123,431 mi

Socorro, TX

2014 Audi Q5 Premium Plus

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

2014 Audi Q5 Premium Plus

Socorro, TX

UnscoredInsufficient · 0
$7,995158,432 mi

Socorro, TX

2016 Honda Odyssey EX-L

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

2016 Honda Odyssey EX-L

Socorro, TX

UnscoredInsufficient · 0
$9,995162,137 mi

Socorro, TX

2017 Chrysler 300 C

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

2017 Chrysler 300 C

Socorro, TX

UnscoredInsufficient · 4
$10,995152,026 mi

Comparison: 4 similar vehicles

Socorro, TX

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Socorro, TX

UnscoredInsufficient · 4
$10,995147,335 mi

Comparison: 4 similar vehicles

Socorro, TX

2012 Ford Mustang GT

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

2012 Ford Mustang GT

Socorro, TX

UnscoredInsufficient · 0
$12,620107,000 mi

Socorro, TX

2017 Chevrolet Silverado 1500 Work Truck 1WT

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

2017 Chevrolet Silverado 1500 Work Truck 1WT

Socorro, TX

UnscoredInsufficient · 0
$12,995167,236 mi

Socorro, TX

2017 Toyota Corolla LE

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

2017 Toyota Corolla LE

Socorro, TX

UnscoredInsufficient · 0
$12,995101,663 mi

Socorro, TX

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Socorro, TX

UnscoredInsufficient · 0
$12,995129,519 mi

Socorro, TX

2019 Chevrolet Sonic LT

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

2019 Chevrolet Sonic LT

Socorro, TX

UnscoredInsufficient · 0
$13,555110,427 mi

Socorro, TX

2022 Nissan Altima SR

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

2022 Nissan Altima SR

Socorro, TX

Unscored
$13,995131,427 mi

Comparison: 13 similar vehicles

Socorro, TX

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Socorro, TX

Fair PriceModerate · 21
$13,995108,685 mi

Market: $12,995 – $29,975

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Socorro, TX

2015 Nissan Murano Platinum

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

2015 Nissan Murano Platinum

Socorro, TX

UnscoredInsufficient · 0
$13,99598,275 mi

Socorro, TX

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Socorro, TX

UnscoredInsufficient · 4
$13,995115,974 mi

Comparison: 4 similar vehicles

Socorro, TX

2016 Honda CR-V EX

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

2016 Honda CR-V EX

Socorro, TX

UnscoredInsufficient · 0
$14,500131,906 mi

Socorro, TX

2019 Toyota Corolla SE

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

2019 Toyota Corolla SE

Socorro, TX

UnscoredInsufficient · 4
$14,995114,717 mi

Comparison: 4 similar vehicles

Socorro, TX

2010 Jeep Wrangler Unlimited Rubicon

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

2010 Jeep Wrangler Unlimited Rubicon

Socorro, TX

UnscoredInsufficient · 0
$14,995115,200 mi

Socorro, TX

2015 Jeep Grand Cherokee High Altitude

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

2015 Jeep Grand Cherokee High Altitude

Socorro, TX

UnscoredInsufficient · 0
$15,95572,371 mi

Socorro, TX

2024 Honda Civic Hatchback EX-L

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

2024 Honda Civic Hatchback EX-L

Socorro, TX

UnscoredInsufficient · 0
$16,90020,746 mi

Socorro, TX

2022 Ford Escape SE

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

2022 Ford Escape SE

Socorro, TX

UnscoredInsufficient · 0
$16,99570,851 mi

Socorro, TX

2018 Volkswagen Atlas S

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

2018 Volkswagen Atlas S

Socorro, TX

UnscoredInsufficient · 3
$16,99594,664 mi

Comparison: 3 similar vehicles

Socorro, TX

2001 Ford Mustang GT

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

2001 Ford Mustang GT

Socorro, TX

UnscoredInsufficient · 0
$16,99549,175 mi

Socorro, TX

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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