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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 6, 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

142 listings found

2009 Honda Civic EX

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

2009 Honda Civic EX

Riverton, WY

UnscoredInsufficient · 0
$5,950222,301 mi

Riverton, WY

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Riverton, WY

Unscored
$6,950212,031 mi

Comparison: 7 similar vehicles

Riverton, WY

2009 Chevrolet Impala Police Sedan

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

2009 Chevrolet Impala Police Sedan

Riverton, WY

UnscoredInsufficient · 0
$6,950104,689 mi

Riverton, WY

2004 Toyota Camry XLE

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

2004 Toyota Camry XLE

Riverton, WY

UnscoredInsufficient · 0
$6,950218,694 mi

Riverton, WY

2003 Toyota Highlander Limited

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

2003 Toyota Highlander Limited

Riverton, WY

UnscoredInsufficient · 0
$6,950188,888 mi

Riverton, WY

2009 Honda Accord LX

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

2009 Honda Accord LX

Riverton, WY

UnscoredInsufficient · 0
$9,950195,943 mi

Riverton, WY

2012 Subaru Legacy I Premium

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

2012 Subaru Legacy I Premium

Riverton, WY

Salvage title
$10,95088,488 mi

Riverton, WY

2012 Subaru Forester X

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

2012 Subaru Forester X

Riverton, WY

UnscoredInsufficient · 0
$10,950138,214 mi

Riverton, WY

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Riverton, WY

UnscoredInsufficient · 0
$13,587115,675 mi

Riverton, WY

2016 Chevrolet Colorado LT

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

2016 Chevrolet Colorado LT

Riverton, WY

UnscoredInsufficient · 0
$13,950168,605 mi

Riverton, WY

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Riverton, WY

UnscoredInsufficient · 4
$13,950139,989 mi

Comparison: 4 similar vehicles

Riverton, WY

2015 Mercedes-Benz M-Class ML350

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

2015 Mercedes-Benz M-Class ML350

Riverton, WY

UnscoredInsufficient · 0
$14,977111,000 mi

Riverton, WY

2015 Acura RDX Technology Package

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

2015 Acura RDX Technology Package

Riverton, WY

UnscoredInsufficient · 0
$16,000128,645 mi

Riverton, WY

2011 RAM 1500 Pickup SLT

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

2011 RAM 1500 Pickup SLT

Riverton, WY

UnscoredInsufficient · 0
$19,388112,770 mi

Riverton, WY

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Riverton, WY

Unscored
$19,96458,645 mi

Comparison: 7 similar vehicles

Riverton, WY

2024 Mitsubishi Eclipse Cross SE

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

2024 Mitsubishi Eclipse Cross SE

Riverton, WY

UnscoredInsufficient · 0
$20,04953,978 mi

Riverton, WY

2022 Nissan Kicks SV

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

2022 Nissan Kicks SV

Riverton, WY

UnscoredInsufficient · 0
$20,22335,818 mi

Riverton, WY

2022 Ford Explorer Limited

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

2022 Ford Explorer Limited

Riverton, WY

UnscoredInsufficient · 0
$20,588158,443 mi

Riverton, WY

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Riverton, WY

UnscoredInsufficient · 3
$21,68560,588 mi

Comparison: 3 similar vehicles

Riverton, WY

2017 Toyota Camry XLE

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

2017 Toyota Camry XLE

Riverton, WY

UnscoredInsufficient · 0
$21,98564,227 mi

Riverton, WY

2025 Mitsubishi Outlander Sport SE

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

2025 Mitsubishi Outlander Sport SE

Riverton, WY

Unscored
$22,08624,592 mi

Comparison: 7 similar vehicles

Riverton, WY

2025 Mitsubishi Outlander Sport SE

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

2025 Mitsubishi Outlander Sport SE

Riverton, WY

Unscored
$22,27434,766 mi

Comparison: 7 similar vehicles

Riverton, WY

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Riverton, WY

UnscoredInsufficient · 0
$22,64458,742 mi

Riverton, WY

2025 Ford Escape ST-Line

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

2025 Ford Escape ST-Line

Riverton, WY

UnscoredInsufficient · 0
$23,56444,993 mi

Riverton, WY

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Riverton, WY

Unscored
$23,58859,383 mi

Comparison: 7 similar vehicles

Riverton, WY

2025 Hyundai Kona SEL

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

2025 Hyundai Kona SEL

Riverton, WY

Unscored
$24,09439,905 mi

Comparison: 14 similar vehicles

Riverton, WY

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Riverton, WY

Fair PriceModerate · 23
$24,59455,014 mi

Market: $21,298 – $30,002

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Riverton, WY

2024 Buick Envision Preferred

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

2024 Buick Envision Preferred

Riverton, WY

Fair PriceLimited · 12
$24,59659,176 mi

Market: $22,579 – $26,991

Comparison: 12 similar vehicles

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

Riverton, WY

2018 Ford Expedition Limited

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

2018 Ford Expedition Limited

Riverton, WY

Fair PriceLimited · 14
$24,724100,589 mi

Market: $19,673 – $26,950

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Riverton, WY

2019 Chevrolet Silverado 1500 High Country

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

2019 Chevrolet Silverado 1500 High Country

Riverton, WY

UnscoredInsufficient · 0
$24,977152,310 mi

Riverton, WY

2023 Kia Carnival LX

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

2023 Kia Carnival LX

Riverton, WY

UnscoredInsufficient · 0
$25,54975,897 mi

Riverton, WY

2025 Mazda CX-5 S Select Package

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

2025 Mazda CX-5 S Select Package

Riverton, WY

UnscoredInsufficient · 4
$26,48235,422 mi

Comparison: 4 similar vehicles

Riverton, WY

2018 Ford Expedition Limited

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

2018 Ford Expedition Limited

Riverton, WY

Unscored
$26,950125,684 mi

Comparison: 7 similar vehicles

Riverton, WY

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Riverton, WY

Fair PriceRobust · 56
$27,004Mileage not verified

Market: $22,894 – $28,659

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Riverton, WY

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Riverton, WY

OverpricedRobust · 56
$28,659Mileage not verified

Market: $22,894 – $27,669

Comparison: 56 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Riverton, WY

2025 Hyundai Santa Fe SEL

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

2025 Hyundai Santa Fe SEL

Riverton, WY

UnscoredInsufficient · 0
$28,89442,714 mi

Riverton, WY

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Riverton, WY

Fair PriceModerate · 45
$28,909Mileage not verified

Market: $25,489 – $29,899

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Riverton, WY

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Riverton, WY

Unscored
$29,289Mileage not verified

Comparison: 5 similar vehicles

Riverton, WY

2025 Jeep Compass Trailhawk

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

2025 Jeep Compass Trailhawk

Riverton, WY

UnscoredInsufficient · 0
$30,0976,215 mi

Riverton, WY

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Riverton, WY

UnscoredInsufficient · 0
$30,96322,685 mi

Riverton, WY

2024 Toyota RAV4 LE

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

2024 Toyota RAV4 LE

Riverton, WY

UnscoredInsufficient · 0
$31,37442,416 mi

Riverton, WY

2021 Toyota Highlander XLE

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

2021 Toyota Highlander XLE

Riverton, WY

UnscoredInsufficient · 4
$32,38682,536 mi

Comparison: 4 similar vehicles

Riverton, WY

2025 Volkswagen Golf GTI SE

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

2025 Volkswagen Golf GTI SE

Riverton, WY

UnscoredInsufficient · 0
$32,4792,084 mi

Riverton, WY

2021 Jeep Gladiator Overland

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

2021 Jeep Gladiator Overland

Riverton, WY

UnscoredInsufficient · 0
$33,48581,384 mi

Riverton, WY

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Riverton, WY

Fair PriceModerate · 24
$34,469Mileage not verified

Market: $32,316 – $35,884

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Riverton, WY

2024 Hyundai Palisade Calligraphy

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

2024 Hyundai Palisade Calligraphy

Riverton, WY

UnscoredInsufficient · 0
$34,63156,409 mi

Riverton, WY

2022 Chevrolet Colorado ZR2

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

2022 Chevrolet Colorado ZR2

Riverton, WY

UnscoredInsufficient · 3
$36,26750,586 mi

Comparison: 3 similar vehicles

Riverton, WY

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Riverton, WY

Unscored
$37,029Mileage not verified

Comparison: 6 similar vehicles

Riverton, WY

2020 Ford F-150 XL

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

2020 Ford F-150 XL

Riverton, WY

UnscoredInsufficient · 0
$37,49752,529 mi

Riverton, WY

2023 RAM 1500 Pickup Big Horn/Lone Star

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

2023 RAM 1500 Pickup Big Horn/Lone Star

Riverton, WY

UnscoredInsufficient · 0
$37,90625,237 mi

Riverton, WY

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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