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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 8, 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

66 listings found

2016 Dodge Journey CrossRoad Plus

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

2016 Dodge Journey CrossRoad Plus

Payette, ID

UnscoredInsufficient · 0
$5,995171,883 mi

Payette, ID

2017 Hyundai Sonata Base

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

2017 Hyundai Sonata Base

Payette, ID

UnscoredInsufficient · 0
$7,995154,941 mi

Payette, ID

2015 Ford Focus SE

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

2015 Ford Focus SE

Payette, ID

UnscoredInsufficient · 3
$7,99599,821 mi

Comparison: 3 similar vehicles

Payette, ID

2018 Hyundai Sonata SEL

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

2018 Hyundai Sonata SEL

Payette, ID

UnscoredInsufficient · 0
$8,995135,988 mi

Payette, ID

2008 Ford Expedition XLT

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

2008 Ford Expedition XLT

Payette, ID

UnscoredInsufficient · 0
$8,995122,613 mi

Payette, ID

2020 Hyundai Elantra SEL

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

2020 Hyundai Elantra SEL

Payette, ID

UnscoredInsufficient · 3
$9,995116,694 mi

Comparison: 3 similar vehicles

Payette, ID

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Payette, ID

Unscored
$9,995133,033 mi

Comparison: 24 similar vehicles

Payette, ID

2019 Hyundai Sonata SEL

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

2019 Hyundai Sonata SEL

Payette, ID

UnscoredInsufficient · 0
$9,995120,001 mi

Payette, ID

2017 Ford F-150 XL

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

2017 Ford F-150 XL

Payette, ID

Unscored
$9,995169,514 mi

Comparison: 7 similar vehicles

Payette, ID

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Payette, ID

Unscored
$9,995119,492 mi

Comparison: 6 similar vehicles

Payette, ID

2014 Hyundai Sonata Limited

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

2014 Hyundai Sonata Limited

Payette, ID

UnscoredInsufficient · 0
$9,99590,857 mi

Payette, ID

2011 Chevrolet Suburban LT

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

2011 Chevrolet Suburban LT

Payette, ID

UnscoredInsufficient · 0
$9,995174,364 mi

Payette, ID

2011 Toyota Camry XLE

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

2011 Toyota Camry XLE

Payette, ID

UnscoredInsufficient · 0
$9,995164,037 mi

Payette, ID

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

Payette, ID

Unscored
$10,995142,775 mi

Comparison: 6 similar vehicles

Payette, ID

2020 Ford Transit Connect XL

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

2020 Ford Transit Connect XL

Payette, ID

UnscoredInsufficient · 0
$10,995142,623 mi

Payette, ID

2019 Nissan Rogue SV

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

2019 Nissan Rogue SV

Payette, ID

UnscoredInsufficient · 0
$10,995125,893 mi

Payette, ID

2015 Chevrolet Impala 2LZ

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

2015 Chevrolet Impala 2LZ

Payette, ID

UnscoredInsufficient · 0
$10,995147,542 mi

Payette, ID

2011 Toyota Tundra Grade

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

2011 Toyota Tundra Grade

Payette, ID

UnscoredInsufficient · 0
$10,995239,215 mi

Payette, ID

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Payette, ID

UnscoredInsufficient · 0
$10,99532,744 mi

Payette, ID

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Payette, ID

UnscoredInsufficient · 0
$11,995125,061 mi

Payette, ID

2019 Kia Optima LX

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

2019 Kia Optima LX

Payette, ID

Unscored
$11,99588,815 mi

Comparison: 8 similar vehicles

Payette, ID

2014 Ford F-250 Super Duty XL

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

2014 Ford F-250 Super Duty XL

Payette, ID

UnscoredInsufficient · 4
$11,995202,561 mi

Comparison: 4 similar vehicles

Payette, ID

2007 Chevrolet Silverado Classic 1500 LT3

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

2007 Chevrolet Silverado Classic 1500 LT3

Payette, ID

UnscoredInsufficient · 0
$11,995168,490 mi

Payette, ID

2016 GMC Canyon SLE

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

2016 GMC Canyon SLE

Payette, ID

Unscored
$12,995149,253 mi

Comparison: 7 similar vehicles

Payette, ID

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Payette, ID

UnscoredInsufficient · 0
$12,99570,928 mi

Payette, ID

2016 Toyota RAV4 XLE

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

2016 Toyota RAV4 XLE

Payette, ID

UnscoredInsufficient · 0
$12,995162,477 mi

Payette, ID

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Payette, ID

UnscoredInsufficient · 4
$13,995110,470 mi

Comparison: 4 similar vehicles

Payette, ID

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Payette, ID

UnscoredInsufficient · 0
$13,99568,111 mi

Payette, ID

2018 Jeep Grand Cherokee Upland

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

2018 Jeep Grand Cherokee Upland

Payette, ID

UnscoredInsufficient · 0
$13,995121,410 mi

Payette, ID

2018 Hyundai Tucson Limited

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

2018 Hyundai Tucson Limited

Payette, ID

UnscoredInsufficient · 0
$13,995103,332 mi

Payette, ID

2016 Hyundai Genesis Coupe Ultimate

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

2016 Hyundai Genesis Coupe Ultimate

Payette, ID

UnscoredInsufficient · 0
$13,99597,917 mi

Payette, ID

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Payette, ID

Unscored
$13,995150,570 mi

Comparison: 26 similar vehicles

Payette, ID

2011 Chevrolet Avalanche LT

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

2011 Chevrolet Avalanche LT

Payette, ID

UnscoredInsufficient · 0
$13,995111,834 mi

Payette, ID

2019 Nissan Murano Platinum

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

2019 Nissan Murano Platinum

Payette, ID

UnscoredInsufficient · 0
$14,995127,676 mi

Payette, ID

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Payette, ID

Unscored
$14,995128,561 mi

Comparison: 15 similar vehicles

Payette, ID

2021 Jeep Renegade 80TH Edition

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

2021 Jeep Renegade 80TH Edition

Payette, ID

UnscoredInsufficient · 0
$15,99568,805 mi

Payette, ID

2007 Ford F-250 Super Duty Lariat

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

2007 Ford F-250 Super Duty Lariat

Payette, ID

UnscoredInsufficient · 0
$15,995149,184 mi

Payette, ID

2018 Nissan Murano SV

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

2018 Nissan Murano SV

Payette, ID

UnscoredInsufficient · 0
$16,99575,100 mi

Payette, ID

2012 Ford F-150 FX4

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

2012 Ford F-150 FX4

Payette, ID

UnscoredInsufficient · 4
$16,995142,655 mi

Comparison: 4 similar vehicles

Payette, ID

2018 Jeep Grand Cherokee Altitude

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

2018 Jeep Grand Cherokee Altitude

Payette, ID

UnscoredInsufficient · 4
$17,99565,356 mi

Comparison: 4 similar vehicles

Payette, ID

2016 Ford F-250 Super Duty XL

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

2016 Ford F-250 Super Duty XL

Payette, ID

UnscoredInsufficient · 0
$17,995138,091 mi

Payette, ID

2015 Chevrolet Suburban LTZ

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

2015 Chevrolet Suburban LTZ

Payette, ID

UnscoredInsufficient · 3
$17,995154,704 mi

Comparison: 3 similar vehicles

Payette, ID

2013 Toyota Tundra Grade

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

2013 Toyota Tundra Grade

Payette, ID

Unscored
$17,995176,228 mi

Comparison: 9 similar vehicles

Payette, ID

2005 Hummer H2 Base

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

2005 Hummer H2 Base

Payette, ID

UnscoredInsufficient · 4
$17,995119,710 mi

Comparison: 4 similar vehicles

Payette, ID

2021 Chevrolet Express Cargo Work Van

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

2021 Chevrolet Express Cargo Work Van

Payette, ID

UnscoredInsufficient · 0
$18,99547,455 mi

Payette, ID

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Payette, ID

Unscored
$18,995123,040 mi

Comparison: 25 similar vehicles

Payette, ID

2018 Jeep Wrangler JK Unlimited Sahara

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

2018 Jeep Wrangler JK Unlimited Sahara

Payette, ID

UnscoredInsufficient · 3
$19,995106,164 mi

Comparison: 3 similar vehicles

Payette, ID

2016 Chevrolet Tahoe LTZ

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

2016 Chevrolet Tahoe LTZ

Payette, ID

Unscored
$19,995139,549 mi

Comparison: 6 similar vehicles

Payette, ID

2015 GMC Yukon Denali

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

2015 GMC Yukon Denali

Payette, ID

OverpricedLimited · 15
$19,995133,748 mi

Market: $16,491 – $19,491

Comparison: 15 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Payette, ID

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

Payette, ID

Fair PriceModerate · 21
$20,995119,327 mi

Market: $17,957 – $27,491

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Payette, ID

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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