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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

429 listings found

2018 Ford Expedition XLT

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

2018 Ford Expedition XLT

Lander, WY

Unscored
$15,586163,586 mi

Comparison: 9 similar vehicles

Lander, WY

2018 Jeep Cherokee Trailhawk

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

2018 Jeep Cherokee Trailhawk

Lander, WY

UnscoredInsufficient · 0
$15,919102,241 mi

Lander, WY

2014 Ford F-150 King Ranch

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

2014 Ford F-150 King Ranch

Lander, WY

UnscoredInsufficient · 0
$15,998169,543 mi

Lander, WY

2019 RAM 1500 Classic Express

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

2019 RAM 1500 Classic Express

Lander, WY

Unscored
$16,885129,115 mi

Comparison: 7 similar vehicles

Lander, WY

2018 Volkswagen Atlas SE w/Tech

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

2018 Volkswagen Atlas SE w/Tech

Lander, WY

UnscoredInsufficient · 0
$17,39479,220 mi

Lander, WY

2024 Mitsubishi Outlander Sport ES

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

2024 Mitsubishi Outlander Sport ES

Lander, WY

UnscoredInsufficient · 0
$18,48853,204 mi

Lander, WY

2008 Toyota Tundra SR5

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

2008 Toyota Tundra SR5

Lander, WY

UnscoredInsufficient · 0
$19,579118,294 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
$20,04953,978 mi

Lander, WY

2022 Nissan Kicks SV

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

2022 Nissan Kicks SV

Lander, WY

UnscoredInsufficient · 0
$20,22335,818 mi

Lander, WY

2023 Nissan Altima SV

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

2023 Nissan Altima SV

Lander, WY

Unscored
$20,36662,167 mi

Comparison: 5 similar vehicles

Lander, WY

2020 Nissan Pathfinder SL

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

2020 Nissan Pathfinder SL

Lander, WY

UnscoredInsufficient · 0
$20,57454,362 mi

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

Lander, WY

Fair PriceLimited · 14
$20,98266,306 mi

Market: $16,497 – $23,697

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Lander, WY

2015 Honda CR-V EX

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

2015 Honda CR-V EX

Lander, WY

UnscoredInsufficient · 0
$21,20958,740 mi

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

Lander, WY

Unscored
$21,39133,547 mi

Comparison: 7 similar vehicles

Lander, 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

Unscored
$21,68560,588 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
$22,58756,471 mi

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

Lander, WY

Unscored
$22,76426,243 mi

Comparison: 7 similar vehicles

Lander, WY

2016 RAM 2500 Pickup Laramie

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

2016 RAM 2500 Pickup Laramie

Lander, WY

Unscored
$22,814169,729 mi

Comparison: 7 similar vehicles

Lander, WY

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Lander, WY

Fair PriceLimited · 12
$22,97337,953 mi

Market: $17,449 – $24,995

Comparison: 12 similar vehicles

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

Lander, WY

2018 Honda CR-V Touring

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

2018 Honda CR-V Touring

Lander, WY

UnscoredInsufficient · 0
$23,57963,328 mi

Lander, WY

No Photo

2025 Ford Escape ST-Line Select

Lander, WY

Unscored
$23,84937,675 mi

Comparison: 8 similar vehicles

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

Lander, WY

UnscoredInsufficient · 0
$23,97059,501 mi

Lander, WY

2020 GMC Sierra 1500 SLE

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

2020 GMC Sierra 1500 SLE

Lander, WY

Unscored
$24,549144,580 mi

Comparison: 5 similar vehicles

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

Fair PriceLimited · 14
$24,57934,569 mi

Market: $24,094 – $25,186

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Lander, WY

2024 Buick Envision Preferred

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

2024 Buick Envision Preferred

Lander, WY

Unscored
$24,59659,176 mi

Comparison: 17 similar vehicles

Lander, WY

2027 Volkswagen Jetta S

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

2027 Volkswagen Jetta S

Lander, WY

Unscored
$25,545Mileage not verified

Comparison: 6 similar vehicles

Lander, WY

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Lander, WY

UnscoredInsufficient · 0
$25,958Mileage not verified

Lander, 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

Unscored
$27,58832,829 mi

Comparison: 7 similar vehicles

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

Lander, WY

Unscored
$28,35339,273 mi

Comparison: 6 similar vehicles

Lander, WY

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Lander, WY

Unscored
$28,49750,306 mi

Comparison: 7 similar vehicles

Lander, WY

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Lander, WY

Fair PriceModerate · 29
$28,586112,758 mi

Market: $25,250 – $40,396

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Lander, WY

2027 Volkswagen Jetta SE

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

2027 Volkswagen Jetta SE

Lander, WY

Fair PriceLimited · 11
$29,115Mileage not verified

Market: $30,015 – $30,831

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 31 days listed (based on current market benchmarks)

Lander, WY

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Lander, WY

Unscored
$29,289Mileage not verified

Comparison: 7 similar vehicles

Lander, WY

2025 Volkswagen Jetta GLI Autobahn

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

2025 Volkswagen Jetta GLI Autobahn

Lander, WY

UnscoredInsufficient · 0
$30,0749,595 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 · 31
$30,079Mileage not verified

Market: $25,239 – $30,094

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Lander, WY

2019 RAM 1500 Pickup Big Horn/Lone Star

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

2019 RAM 1500 Pickup Big Horn/Lone Star

Lander, WY

OverpricedLimited · 19
$30,49666,401 mi

Market: $23,500 – $28,830

Comparison: 19 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Lander, WY

2018 GMC Sierra 1500 SLE

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

2018 GMC Sierra 1500 SLE

Lander, WY

UnscoredInsufficient · 0
$30,49660,596 mi

Lander, WY

2027 Toyota Corolla SE

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

2027 Toyota Corolla SE

Lander, WY

Fair PriceLimited · 16
$30,598Mileage not verified

Market: $26,718 – $32,798

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

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 · 4
$30,9068,765 mi

Comparison: 4 similar vehicles

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

Fair PriceLimited · 13
$30,93458,918 mi

Market: $30,329 – $33,128

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

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 · 0
$31,19243,170 mi

Lander, WY

2027 Honda HR-V Sport

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

2027 Honda HR-V Sport

Lander, WY

Fair PriceLimited · 17
$32,049Mileage not verified

Market: $31,450 – $32,504

Comparison: 17 similar vehicles

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

Lander, 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

Lander, WY

Fair PriceModerate · 27
$32,362Mileage not verified

Market: $32,165 – $36,484

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Lander, WY

2026 Toyota Corolla Cross LE

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

2026 Toyota Corolla Cross LE

Lander, WY

Unscored
$32,378Mileage not verified

Comparison: 6 similar vehicles

Lander, WY

2016 GMC Sierra 2500HD SLT

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

2016 GMC Sierra 2500HD SLT

Lander, WY

UnscoredInsufficient · 0
$32,397124,996 mi

Lander, WY

2026 Jeep Compass Latitude Altitude

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

2026 Jeep Compass Latitude Altitude

Lander, WY

Fair PriceModerate · 22
$32,409Mileage not verified

Market: $30,759 – $34,504

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 131 days listed (based on current market benchmarks)

Lander, WY

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Lander, WY

UnscoredInsufficient · 0
$32,458Mileage not verified

Lander, WY

2025 Jeep Wrangler 4-Door Sport S

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

2025 Jeep Wrangler 4-Door Sport S

Lander, WY

UnscoredInsufficient · 0
$32,5723,728 mi

Lander, WY

2026 Jeep Compass Limited

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

2026 Jeep Compass Limited

Lander, WY

Fair PriceLimited · 14
$32,879Mileage not verified

Market: $32,576 – $35,654

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 137 days listed (based on current market benchmarks)

Lander, WY

2026 Jeep Compass Latitude Altitude

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

2026 Jeep Compass Latitude Altitude

Lander, WY

Fair PriceModerate · 22
$33,079Mileage not verified

Market: $30,759 – $34,504

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 138 days listed (based on current market benchmarks)

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.
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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