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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

292 listings found

2014 Ford Expedition XLT

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

2014 Ford Expedition XLT

Evanston, WY

UnscoredInsufficient · 0
$2,999268,517 mi

Evanston, WY

2013 Subaru XV Crosstrek Limited

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

2013 Subaru XV Crosstrek Limited

Morgan, UT

UnscoredInsufficient · 4
$4,048165,901 mi

Comparison: 4 similar vehicles

Morgan, UT

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

Evanston, WY

UnscoredLimited · 9
$8,38897,044 mi

Comparison: 9 similar vehicles

Evanston, WY

2014 Volkswagen Tiguan R-Line

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

2014 Volkswagen Tiguan R-Line

Park City, UT

UnscoredInsufficient · 0
$9,36192,192 mi

Park City, UT

2012 Dodge Durango SXT

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

2012 Dodge Durango SXT

Evanston, WY

UnscoredInsufficient · 0
$10,534100,801 mi

Evanston, WY

2016 Chevrolet Tahoe LT

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

2016 Chevrolet Tahoe LT

Park City, UT

UnscoredInsufficient · 3
$10,992205,420 mi

Comparison: 3 similar vehicles

Park City, UT

2020 Kia Sportage LX

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

2020 Kia Sportage LX

Evanston, WY

UnscoredLimited · 5
$11,092131,468 mi

Comparison: 5 similar vehicles

Evanston, WY

2017 Jeep Renegade Altitude Package

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

2017 Jeep Renegade Altitude Package

Evanston, WY

UnscoredInsufficient · 0
$11,158114,624 mi

Evanston, WY

2020 Hyundai Kona SE

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

2020 Hyundai Kona SE

Morgan, UT

UnscoredLimited · 5
$11,443131,344 mi

Comparison: 5 similar vehicles

Morgan, UT

2009 Porsche Cayenne GTS

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

2009 Porsche Cayenne GTS

Kemmerer, WY

UnscoredInsufficient · 0
$12,995133,505 mi

Kemmerer, WY

2020 Jeep Cherokee Latitude Plus

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

2020 Jeep Cherokee Latitude Plus

Evanston, WY

UnscoredInsufficient · 3
$13,156105,593 mi

Comparison: 3 similar vehicles

Evanston, WY

2018 Volkswagen Tiguan SEL

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

2018 Volkswagen Tiguan SEL

Park City, UT

UnscoredInsufficient · 3
$14,33774,905 mi

Comparison: 3 similar vehicles

Park City, UT

2021 GMC Terrain SLE

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

2021 GMC Terrain SLE

Park City, UT

UnscoredInsufficient · 0
$14,99080,424 mi

Park City, UT

2019 Ford Edge Titanium

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

2019 Ford Edge Titanium

Park City, UT

Fair PriceModerate · 24
$15,46983,598 mi

Market: $12,299 – $17,829

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Park City, UT

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Evanston, WY

Fair PriceModerate · 29
$15,87792,019 mi

Market: $9,999 – $17,636

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Evanston, WY

2023 Nissan Kicks SR

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

2023 Nissan Kicks SR

Evanston, WY

UnscoredInsufficient · 0
$17,38455,614 mi

Evanston, WY

2016 Chevrolet Tahoe LT

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

2016 Chevrolet Tahoe LT

Kemmerer, WY

UnscoredLimited · 10
$17,988131,201 mi

Comparison: 10 similar vehicles

Kemmerer, WY

2020 Nissan Murano SL

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

2020 Nissan Murano SL

Evanston, WY

UnscoredInsufficient · 0
$18,258110,524 mi

Evanston, WY

2021 Hyundai Palisade SE

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

2021 Hyundai Palisade SE

Evanston, WY

UnscoredInsufficient · 0
$18,63194,827 mi

Evanston, WY

2014 Jeep Wrangler Unlimited Rubicon

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

2014 Jeep Wrangler Unlimited Rubicon

Evanston, WY

UnscoredInsufficient · 3
$18,87688,176 mi

Comparison: 3 similar vehicles

Evanston, WY

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Evanston, WY

UnscoredInsufficient · 3
$19,19863,436 mi

Comparison: 3 similar vehicles

Evanston, WY

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Evanston, WY

UnscoredInsufficient · 3
$19,22759,525 mi

Comparison: 3 similar vehicles

Evanston, WY

2019 Jeep Grand Cherokee Laredo

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

2019 Jeep Grand Cherokee Laredo

Evanston, WY

UnscoredInsufficient · 3
$19,35775,913 mi

Comparison: 3 similar vehicles

Evanston, WY

2018 Honda Pilot EX-L

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

2018 Honda Pilot EX-L

Park City, UT

UnscoredInsufficient · 3
$19,990117,786 mi

Comparison: 3 similar vehicles

Park City, UT

2022 Ford Escape Titanium

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

2022 Ford Escape Titanium

Evanston, WY

UnscoredInsufficient · 0
$20,39871,987 mi

Evanston, WY

2023 Chevrolet TrailBlazer RS

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

2023 Chevrolet TrailBlazer RS

Park City, UT

UnscoredInsufficient · 3
$20,49053,443 mi

Comparison: 3 similar vehicles

Park City, UT

2021 Jeep Grand Cherokee Laredo X

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

2021 Jeep Grand Cherokee Laredo X

Evanston, WY

OverpricedLimited · 13
$20,92693,759 mi

Market: $18,387 – $20,649

Comparison: 13 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Evanston, WY

2019 Mazda CX-5 Sport

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

2019 Mazda CX-5 Sport

Morgan, UT

UnscoredInsufficient · 0
$21,34965,547 mi

Morgan, UT

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Morgan, UT

UnscoredInsufficient · 0
$21,44722,592 mi

Morgan, UT

2024 Jeep Compass Limited

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

2024 Jeep Compass Limited

Evanston, WY

Fair PriceModerate · 21
$21,66861,914 mi

Market: $19,767 – $24,025

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Evanston, WY

2019 Jeep Grand Cherokee Trailhawk

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

2019 Jeep Grand Cherokee Trailhawk

Evanston, WY

UnscoredLimited · 7
$22,14880,209 mi

Comparison: 7 similar vehicles

Evanston, WY

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Park City, UT

UnscoredInsufficient · 3
$22,33835,855 mi

Comparison: 3 similar vehicles

Park City, UT

2020 Kia Sorento EX

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

2020 Kia Sorento EX

Evanston, WY

UnscoredInsufficient · 3
$22,39760,387 mi

Comparison: 3 similar vehicles

Evanston, WY

2024 Jeep Grand Cherokee 4xe

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

2024 Jeep Grand Cherokee 4xe

Evanston, WY

UnscoredInsufficient · 3
$22,49053,422 mi

Comparison: 3 similar vehicles

Evanston, WY

2025 Jeep Compass Latitude

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

2025 Jeep Compass Latitude

Evanston, WY

Fair PriceModerate · 25
$22,49339,436 mi

Market: $17,784 – $25,133

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Evanston, WY

2003 Jeep Wrangler RUBICON

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

2003 Jeep Wrangler RUBICON

Park City, UT

UnscoredInsufficient · 0
$22,54351,040 mi

Park City, UT

2020 Jeep Grand Cherokee Limited

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

2020 Jeep Grand Cherokee Limited

Park City, UT

UnscoredInsufficient · 0
$22,57550,554 mi

Park City, UT

2025 Jeep Compass Latitude

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

2025 Jeep Compass Latitude

Evanston, WY

Fair PriceModerate · 32
$22,85133,645 mi

Market: $17,784 – $25,133

Comparison: 32 similar vehicles

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

Evanston, WY

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Evanston, WY

Fair PriceModerate · 24
$22,93834,004 mi

Market: $20,199 – $24,094

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Evanston, WY

2015 Chevrolet Suburban LTZ

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

2015 Chevrolet Suburban LTZ

Evanston, WY

UnscoredInsufficient · 4
$22,948110,746 mi

Comparison: 4 similar vehicles

Evanston, WY

2025 Hyundai Kona SEL

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

2025 Hyundai Kona SEL

Park City, UT

OverpricedModerate · 27
$22,98937,060 mi

Market: $18,843 – $22,845

Comparison: 27 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Park City, UT

2023 Jeep Renegade Latitude

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

2023 Jeep Renegade Latitude

Evanston, WY

UnscoredLimited · 8
$23,2939,910 mi

Comparison: 8 similar vehicles

Evanston, 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

Park City, UT

UnscoredLimited · 5
$24,49041,373 mi

Comparison: 5 similar vehicles

Park City, UT

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Evanston, WY

Fair PriceRobust · 151
$24,533Mileage not verified

Market: $23,246 – $28,659

Comparison: 151 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Evanston, WY

2026 Nissan Rogue SV

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

2026 Nissan Rogue SV

Morgan, UT

Fair PriceModerate · 28
$24,67727,720 mi

Market: $24,098 – $26,617

Comparison: 28 similar vehicles

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

Morgan, UT

2025 Hyundai Tucson SEL

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

2025 Hyundai Tucson SEL

Park City, UT

Fair PriceModerate · 25
$24,99038,807 mi

Market: $22,991 – $26,198

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Park City, UT

2023 Jeep Renegade Latitude

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

2023 Jeep Renegade Latitude

Evanston, WY

UnscoredLimited · 8
$24,9986,882 mi

Comparison: 8 similar vehicles

Evanston, 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

Morgan, UT

Great DealModerate · 47
$25,231Mileage not verified

Market: $28,389 – $34,754

Comparison: 47 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 321 days listed (based on current market benchmarks)

Morgan, UT

2022 Kia Telluride SX

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

2022 Kia Telluride SX

Park City, UT

Fair PriceLimited · 17
$25,262103,061 mi

Market: $23,250 – $31,490

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Park City, UT

2025 Mitsubishi Outlander SEL

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

2025 Mitsubishi Outlander SEL

Morgan, UT

UnscoredInsufficient · 0
$25,30738,770 mi

Morgan, UT

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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