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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 21, 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

223 listings found

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

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

2018 Volkswagen Tiguan S

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

2018 Volkswagen Tiguan S

Lander, WY

UnscoredInsufficient · 3
$11,354121,126 mi

Comparison: 3 similar vehicles

Lander, WY

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Riverton, WY

UnscoredInsufficient · 3
$14,55092,887 mi

Comparison: 3 similar vehicles

Riverton, WY

2016 Jeep Grand Cherokee High Altitude

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

2016 Jeep Grand Cherokee High Altitude

Lander, WY

UnscoredInsufficient · 0
$14,598119,832 mi

Lander, 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

UnscoredLimited · 5
$14,950116,865 mi

Comparison: 5 similar vehicles

Riverton, WY

2016 Jeep Grand Cherokee Overland

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

2016 Jeep Grand Cherokee Overland

Riverton, WY

UnscoredInsufficient · 0
$16,587122,210 mi

Riverton, WY

2021 Jeep Renegade Trailhawk

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

2021 Jeep Renegade Trailhawk

Lander, WY

UnscoredInsufficient · 0
$19,09660,558 mi

Lander, 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

Lander, WY

UnscoredInsufficient · 0
$19,97648,739 mi

Lander, WY

2013 Jeep Wrangler Unlimited Sahara

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

2013 Jeep Wrangler Unlimited Sahara

Lander, WY

UnscoredInsufficient · 4
$20,59470,118 mi

Comparison: 4 similar vehicles

Lander, 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

UnscoredLimited · 7
$21,47771,370 mi

Comparison: 7 similar vehicles

Riverton, WY

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Riverton, WY

UnscoredInsufficient · 0
$22,05775,551 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

Lander, WY

UnscoredLimited · 7
$22,34929,438 mi

Comparison: 7 similar vehicles

Lander, 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

UnscoredInsufficient · 0
$22,47841,414 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

Lander, WY

UnscoredLimited · 8
$22,56660,573 mi

Comparison: 8 similar vehicles

Lander, WY

2025 Mitsubishi Outlander Sport ES

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

2025 Mitsubishi Outlander Sport ES

Riverton, WY

UnscoredInsufficient · 4
$23,36426,243 mi

Comparison: 4 similar vehicles

Riverton, WY

2025 Nissan Rogue SV

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

2025 Nissan Rogue SV

Lander, WY

Fair PriceLimited · 17
$23,54747,614 mi

Market: $19,690 – $24,477

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Lander, WY

2025 Ford Escape Active

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

2025 Ford Escape Active

Lander, WY

UnscoredInsufficient · 0
$23,58836,100 mi

Lander, WY

2025 Volkswagen Taos S

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

2025 Volkswagen Taos S

Lander, WY

UnscoredLimited · 7
$23,58829,967 mi

Comparison: 7 similar vehicles

Lander, WY

2025 Nissan Rogue SV

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

2025 Nissan Rogue SV

Riverton, WY

UnscoredLimited · 5
$23,85033,502 mi

Comparison: 5 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

Lander, WY

Fair PriceLimited · 13
$24,08758,408 mi

Market: $19,120 – $25,178

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Lander, WY

2024 Chevrolet Trax LT

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

2024 Chevrolet Trax LT

Lander, WY

UnscoredLimited · 8
$24,09825,250 mi

Comparison: 8 similar vehicles

Lander, WY

2024 Jeep Compass Trailhawk

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

2024 Jeep Compass Trailhawk

Lander, WY

UnscoredInsufficient · 0
$24,23256,471 mi

Lander, WY

2023 Jeep Cherokee Altitude Lux

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

2023 Jeep Cherokee Altitude Lux

Riverton, WY

UnscoredInsufficient · 0
$24,49759,501 mi

Riverton, WY

2017 Jeep Wrangler Unlimited Rubicon

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

2017 Jeep Wrangler Unlimited Rubicon

Riverton, WY

UnscoredInsufficient · 0
$24,497111,631 mi

Riverton, WY

2021 Ford Bronco Sport Badlands

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

2021 Ford Bronco Sport Badlands

Lander, WY

UnscoredLimited · 7
$24,58993,541 mi

Comparison: 7 similar vehicles

Lander, 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

Lander, WY

UnscoredInsufficient · 0
$25,06444,993 mi

Lander, WY

2025 Hyundai Kona SEL

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

2025 Hyundai Kona SEL

Lander, WY

UnscoredLimited · 7
$25,58632,601 mi

Comparison: 7 similar vehicles

Lander, WY

2021 Mazda CX-5 Grand Touring

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

2021 Mazda CX-5 Grand Touring

Riverton, WY

UnscoredInsufficient · 0
$25,62640,015 mi

Riverton, WY

2025 Mazda CX-50 Preferred

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

2025 Mazda CX-50 Preferred

Lander, WY

UnscoredLimited · 7
$26,46447,990 mi

Comparison: 7 similar vehicles

Lander, WY

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Riverton, WY

Fair PriceModerate · 27
$26,574Mileage not verified

Market: $25,063 – $30,094

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Riverton, WY

2025 Mitsubishi Outlander SE

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

2025 Mitsubishi Outlander SE

Lander, WY

Fair PriceLimited · 14
$26,59834,793 mi

Market: $26,549 – $27,126

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Lander, WY

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Lander, WY

UnscoredInsufficient · 4
$26,874Mileage not verified

Comparison: 4 similar vehicles

Lander, 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

UnscoredLimited · 7
$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

Lander, WY

UnscoredInsufficient · 4
$27,004Mileage not verified

Comparison: 4 similar vehicles

Lander, WY

2025 Jeep Compass Trailhawk

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

2025 Jeep Compass Trailhawk

Lander, WY

UnscoredInsufficient · 0
$27,03810,611 mi

Lander, 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

Lander, WY

OverpricedLimited · 15
$27,04135,422 mi

Market: $24,570 – $25,947

Comparison: 15 similar vehicles

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

Lander, WY

2025 Mitsubishi Outlander SE

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

2025 Mitsubishi Outlander SE

Riverton, WY

OverpricedLimited · 14
$27,12630,210 mi

Market: $26,549 – $26,598

Comparison: 14 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Riverton, WY

2012 Toyota FJ Cruiser Base

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

2012 Toyota FJ Cruiser Base

Lander, WY

UnscoredInsufficient · 0
$27,586113,353 mi

Lander, WY

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Riverton, WY

UnscoredLimited · 6
$28,08743,275 mi

Comparison: 6 similar vehicles

Riverton, WY

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Riverton, WY

UnscoredLimited · 5
$28,50443,075 mi

Comparison: 5 similar vehicles

Riverton, WY

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Riverton, WY

Fair PriceLimited · 11
$28,59838,035 mi

Market: $23,950 – $28,764

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 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

UnscoredInsufficient · 4
$28,659Mileage not verified

Comparison: 4 similar vehicles

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

Lander, WY

UnscoredInsufficient · 0
$29,37442,714 mi

Lander, WY

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Lander, WY

Fair PriceModerate · 33
$30,079Mileage not verified

Market: $24,873 – $30,094

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Lander, WY

2027 Honda HR-V LX

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

2027 Honda HR-V LX

Lander, WY

UnscoredInsufficient · 0
$30,394Mileage not verified

Lander, WY

2024 Dodge Durango GT

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

2024 Dodge Durango GT

Lander, WY

UnscoredLimited · 7
$30,57457,851 mi

Comparison: 7 similar vehicles

Lander, WY

2023 Kia Sorento SX

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

2023 Kia Sorento SX

Lander, WY

UnscoredInsufficient · 0
$31,48727,700 mi

Lander, WY

2026 Chevrolet Trailblazer RS

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

2026 Chevrolet Trailblazer RS

Lander, WY

UnscoredInsufficient · 0
$31,5888,765 mi

Lander, WY

2025 Mazda CX-90 Preferred Package

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

2025 Mazda CX-90 Preferred Package

Lander, WY

UnscoredInsufficient · 3
$31,88535,971 mi

Comparison: 3 similar vehicles

Lander, 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 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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