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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 22, 2026

6M+

Unique vehicles analyzed

as of October 22, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

290 listings found

2005 Ford Focus ZX4 S

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

2005 Ford Focus ZX4 S

Santa Fe, NM

UnscoredInsufficient · 0
$4,950119,720 mi

Santa Fe, NM

2001 Nissan Maxima GXE

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

2001 Nissan Maxima GXE

Santa Fe, NM

UnscoredInsufficient · 0
$6,49591,683 mi

Santa Fe, NM

2014 Volkswagen Passat S

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

2014 Volkswagen Passat S

Santa Fe, NM

UnscoredInsufficient · 0
$6,497150,849 mi

Santa Fe, NM

2015 Hyundai Sonata Limited

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

2015 Hyundai Sonata Limited

Santa Fe, NM

UnscoredInsufficient · 0
$7,340103,686 mi

Santa Fe, NM

2016 Dodge Dart SXT

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

2016 Dodge Dart SXT

Santa Fe, NM

UnscoredInsufficient · 3
$7,99585,668 mi

Comparison: 3 similar vehicles

Santa Fe, NM

2015 Buick Verano 1SD

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

2015 Buick Verano 1SD

Santa Fe, NM

UnscoredInsufficient · 4
$7,995146,224 mi

Comparison: 4 similar vehicles

Santa Fe, NM

2014 Volkswagen Jetta S

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

2014 Volkswagen Jetta S

Santa Fe, NM

UnscoredInsufficient · 0
$7,995103,399 mi

Santa Fe, NM

2010 Chevrolet Malibu Fleet

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

2010 Chevrolet Malibu Fleet

Algodones, NM

UnscoredInsufficient · 0
$7,995108,079 mi

Algodones, NM

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Santa Fe, NM

UnscoredLimited · 9
$8,500158,000 mi

Comparison: 9 similar vehicles

Santa Fe, NM

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Santa Fe, NM

UnscoredInsufficient · 0
$8,51839,327 mi

Santa Fe, NM

2011 Hyundai Elantra GLS

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

2011 Hyundai Elantra GLS

Santa Fe, NM

UnscoredInsufficient · 0
$9,495107,139 mi

Santa Fe, NM

2015 Volkswagen Passat S

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

2015 Volkswagen Passat S

Santa Fe, NM

UnscoredInsufficient · 0
$9,950135,336 mi

Santa Fe, NM

2020 Ford Fusion SEL

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

2020 Ford Fusion SEL

Santa Fe, NM

UnscoredInsufficient · 0
$9,995130,905 mi

Santa Fe, NM

2020 Ford Fusion S

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

2020 Ford Fusion S

Santa Fe, NM

UnscoredInsufficient · 0
$9,995156,171 mi

Santa Fe, NM

2013 Lexus IS 250

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

2013 Lexus IS 250

Algodones, NM

UnscoredInsufficient · 0
$9,995198,826 mi

Algodones, NM

2000 Mercury Grand Marquis GS

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

2000 Mercury Grand Marquis GS

Santa Fe, NM

UnscoredInsufficient · 0
$9,99552,455 mi

Santa Fe, NM

2017 Nissan Altima SV

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

2017 Nissan Altima SV

Santa Fe, NM

UnscoredInsufficient · 3
$9,999147,884 mi

Comparison: 3 similar vehicles

Santa Fe, NM

2016 Volkswagen Jetta S

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

2016 Volkswagen Jetta S

Santa Fe, NM

UnscoredLimited · 7
$10,95095,751 mi

Comparison: 7 similar vehicles

Santa Fe, NM

2013 Volvo S60 T5

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

2013 Volvo S60 T5

Santa Fe, NM

UnscoredInsufficient · 0
$11,45091,637 mi

Santa Fe, NM

2012 Ford Taurus Limited

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

2012 Ford Taurus Limited

Santa Fe, NM

UnscoredInsufficient · 0
$11,99590,856 mi

Santa Fe, NM

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Santa Fe, NM

UnscoredLimited · 6
$11,995134,609 mi

Comparison: 6 similar vehicles

Santa Fe, NM

2007 Lexus IS 250

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

2007 Lexus IS 250

Santa Fe, NM

UnscoredInsufficient · 0
$12,388110,954 mi

Santa Fe, NM

2016 Mazda MAZDA6 i Touring

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

2016 Mazda MAZDA6 i Touring

Santa Fe, NM

UnscoredInsufficient · 0
$12,506102,123 mi

Santa Fe, NM

2021 Chevrolet Malibu 1LT

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

2021 Chevrolet Malibu 1LT

Moriarty, NM

UnscoredLimited · 5
$12,59584,923 mi

Comparison: 5 similar vehicles

Moriarty, NM

2017 Nissan Sentra S

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

2017 Nissan Sentra S

Santa Fe, NM

UnscoredLimited · 5
$12,59979,564 mi

Comparison: 5 similar vehicles

Santa Fe, NM

2016 Nissan Maxima S

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

2016 Nissan Maxima S

Santa Fe, NM

UnscoredInsufficient · 0
$12,995118,539 mi

Santa Fe, NM

2020 Nissan Versa Sedan SV

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

2020 Nissan Versa Sedan SV

Santa Fe, NM

UnscoredInsufficient · 0
$12,99897,790 mi

Santa Fe, NM

2014 Lexus IS 250

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

2014 Lexus IS 250

Santa Fe, NM

UnscoredInsufficient · 0
$13,000177,893 mi

Santa Fe, NM

2019 Kia Optima LX

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

2019 Kia Optima LX

Santa Fe, NM

UnscoredLimited · 5
$13,29678,733 mi

Comparison: 5 similar vehicles

Santa Fe, NM

2016 Dodge Charger SXT

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

2016 Dodge Charger SXT

Santa Fe, NM

UnscoredInsufficient · 0
$13,38392,120 mi

Santa Fe, NM

2015 Ford Taurus SEL

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

2015 Ford Taurus SEL

Santa Fe, NM

UnscoredInsufficient · 0
$13,38856,133 mi

Santa Fe, NM

2017 Volkswagen Passat SE

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

2017 Volkswagen Passat SE

Santa Fe, NM

UnscoredInsufficient · 0
$13,59994,737 mi

Santa Fe, NM

2012 BMW 3 Series 328i

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

2012 BMW 3 Series 328i

Santa Fe, NM

UnscoredInsufficient · 0
$13,995112,017 mi

Santa Fe, NM

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Santa Fe, NM

UnscoredLimited · 5
$14,59984,760 mi

Comparison: 5 similar vehicles

Santa Fe, NM

2017 Subaru WRX STI

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

2017 Subaru WRX STI

Santa Fe, NM

UnscoredInsufficient · 0
$14,99599,691 mi

Santa Fe, NM

2014 Honda Accord EX-L

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

2014 Honda Accord EX-L

Albuquerque, NM

UnscoredInsufficient · 0
$15,294108,514 mi

Albuquerque, NM

2018 Honda Clarity Touring

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

2018 Honda Clarity Touring

Albuquerque, NM

UnscoredInsufficient · 0
$15,985102,044 mi

Albuquerque, NM

2017 GENESIS G90 Premium

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

2017 GENESIS G90 Premium

Santa Fe, NM

UnscoredInsufficient · 0
$15,995106,587 mi

Santa Fe, NM

2012 Mercedes-Benz CLS-Class CLS550

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

2012 Mercedes-Benz CLS-Class CLS550

Santa Fe, NM

UnscoredInsufficient · 0
$15,995168,000 mi

Santa Fe, NM

2021 Hyundai Accent Limited

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

2021 Hyundai Accent Limited

Santa Fe, NM

UnscoredInsufficient · 0
$15,99880,370 mi

Santa Fe, NM

2019 Mazda Mazda3 Premium

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

2019 Mazda Mazda3 Premium

Santa Fe, NM

UnscoredInsufficient · 0
$16,000116,986 mi

Santa Fe, NM

2018 Honda Accord LX

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

2018 Honda Accord LX

Albuquerque, NM

UnscoredInsufficient · 0
$16,15599,019 mi

Albuquerque, NM

2024 Nissan Versa Sedan SV

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

2024 Nissan Versa Sedan SV

Santa Fe, NM

UnscoredInsufficient · 0
$16,65856,983 mi

Santa Fe, NM

2019 Dodge Charger GT

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

2019 Dodge Charger GT

Algodones, NM

UnscoredInsufficient · 3
$16,995125,330 mi

Comparison: 3 similar vehicles

Algodones, NM

2018 Honda Accord Sport

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

2018 Honda Accord Sport

Algodones, NM

UnscoredInsufficient · 4
$16,995164,597 mi

Comparison: 4 similar vehicles

Algodones, NM

2016 Hyundai Sonata Hybrid Limited

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

2016 Hyundai Sonata Hybrid Limited

Santa Fe, NM

UnscoredInsufficient · 0
$16,99859,329 mi

Santa Fe, NM

2015 Toyota Corolla S Plus

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

2015 Toyota Corolla S Plus

Santa Fe, NM

UnscoredInsufficient · 0
$16,998113,052 mi

Santa Fe, NM

2015 Mercedes-Benz C-Class C300

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

2015 Mercedes-Benz C-Class C300

Santa Fe, NM

UnscoredInsufficient · 0
$16,99871,230 mi

Santa Fe, NM

2014 Honda Civic EX

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

2014 Honda Civic EX

Santa Fe, NM

UnscoredInsufficient · 3
$16,99878,480 mi

Comparison: 3 similar vehicles

Santa Fe, NM

2025 Chevrolet Malibu 1LS

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

2025 Chevrolet Malibu 1LS

Santa Fe, NM

UnscoredInsufficient · 0
$17,37641,062 mi

Santa Fe, NM

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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