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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

219 listings found

2010 Nissan Murano LE

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

2010 Nissan Murano LE

Alamogordo, NM

UnscoredInsufficient · 0
$6,995113,936 mi

Alamogordo, NM

2004 Mazda Tribute LX

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

2004 Mazda Tribute LX

Alamogordo, NM

UnscoredInsufficient · 0
$8,350102,759 mi

Alamogordo, NM

2013 Ford Edge SE

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

2013 Ford Edge SE

Alamogordo, NM

UnscoredInsufficient · 0
$8,750115,683 mi

Alamogordo, NM

2014 Jeep Grand Cherokee Laredo

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

2014 Jeep Grand Cherokee Laredo

Alamogordo, NM

UnscoredInsufficient · 0
$8,995140,484 mi

Alamogordo, NM

2022 Mitsubishi Outlander Sport ES

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

2022 Mitsubishi Outlander Sport ES

Alamogordo, NM

UnscoredInsufficient · 0
$9,80097,368 mi

Alamogordo, NM

2018 FIAT 500X Trekking

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

2018 FIAT 500X Trekking

Alamogordo, NM

UnscoredInsufficient · 0
$9,99591,873 mi

Alamogordo, NM

2015 GMC Terrain SLE-2

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

2015 GMC Terrain SLE-2

Alamogordo, NM

UnscoredInsufficient · 0
$9,995112,800 mi

Alamogordo, NM

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Alamogordo, NM

UnscoredInsufficient · 0
$10,850122,439 mi

Alamogordo, NM

2017 Dodge Durango SXT Plus

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

2017 Dodge Durango SXT Plus

Alamogordo, NM

UnscoredInsufficient · 0
$10,995136,389 mi

Alamogordo, NM

2020 Volkswagen Tiguan SE

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

2020 Volkswagen Tiguan SE

Alamogordo, NM

Fair PriceLimited · 17
$13,995104,420 mi

Market: $10,450 – $17,998

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Alamogordo, NM

2013 Chevrolet Tahoe LT

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

2013 Chevrolet Tahoe LT

Alamogordo, NM

UnscoredInsufficient · 4
$14,500143,025 mi

Comparison: 4 similar vehicles

Alamogordo, NM

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Alamogordo, NM

UnscoredInsufficient · 0
$14,85061,015 mi

Alamogordo, NM

2019 Chevrolet Traverse RS

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

2019 Chevrolet Traverse RS

Alamogordo, NM

UnscoredInsufficient · 0
$14,850154,286 mi

Alamogordo, NM

2018 Dodge Journey SXT

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

2018 Dodge Journey SXT

Alamogordo, NM

UnscoredInsufficient · 0
$14,85054,607 mi

Alamogordo, NM

2014 Subaru Forester i Limited

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

2014 Subaru Forester i Limited

Alamogordo, NM

Great DealLimited · 14
$14,85073,490 mi

Market: $15,416 – $15,690

Comparison: 14 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 62 days listed (based on current market benchmarks)

Alamogordo, NM

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Alamogordo, NM

Fair PriceLimited · 10
$14,995116,560 mi

Market: $9,900 – $18,900

Comparison: 10 similar vehicles

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

Alamogordo, NM

2018 BMW X3 xDrive30i

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

2018 BMW X3 xDrive30i

Alamogordo, NM

UnscoredInsufficient · 4
$16,99591,744 mi

Comparison: 4 similar vehicles

Alamogordo, NM

2017 Hyundai Santa Fe Sport 2.0T

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

2017 Hyundai Santa Fe Sport 2.0T

Ruidoso, NM

UnscoredInsufficient · 0
$17,35665,277 mi

Ruidoso, NM

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Ruidoso Downs, NM

OverpricedLimited · 10
$17,998112,681 mi

Market: $11,395 – $14,365

Comparison: 10 similar vehicles

Priced ~25% above the typical market range for similar vehicles (based on current market benchmarks)

Ruidoso Downs, NM

2020 Ford Edge SE

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

2020 Ford Edge SE

Ruidoso Downs, NM

UnscoredInsufficient · 4
$18,17372,513 mi

Comparison: 4 similar vehicles

Ruidoso Downs, NM

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

Ruidoso, NM

UnscoredLimited · 9
$18,84671,389 mi

Comparison: 9 similar vehicles

Ruidoso, NM

2022 Kia Sportage EX

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

2022 Kia Sportage EX

Alamogordo, NM

UnscoredInsufficient · 0
$18,950103,681 mi

Alamogordo, NM

2019 Volvo XC60 Inscription

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

2019 Volvo XC60 Inscription

Alamogordo, NM

UnscoredInsufficient · 0
$18,99598,248 mi

Alamogordo, NM

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Ruidoso Downs, NM

UnscoredInsufficient · 0
$19,97448,348 mi

Ruidoso Downs, NM

2018 Jeep Grand Cherokee Overland

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

2018 Jeep Grand Cherokee Overland

Alamogordo, NM

UnscoredLimited · 7
$19,99581,940 mi

Comparison: 7 similar vehicles

Alamogordo, NM

2024 Chevrolet Equinox LS

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

2024 Chevrolet Equinox LS

Alamogordo, NM

UnscoredLimited · 15
$20,45048,159 mi

Comparison: 15 similar vehicles

Alamogordo, NM

2023 Jeep Renegade Latitude

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

2023 Jeep Renegade Latitude

Alamogordo, NM

UnscoredInsufficient · 0
$20,85048,959 mi

Alamogordo, NM

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

Alamogordo, NM

OverpricedLimited · 14
$21,99552,330 mi

Market: $17,556 – $17,830

Comparison: 14 similar vehicles

Priced ~23% above the typical market range for similar vehicles (based on current market benchmarks)

Alamogordo, NM

2022 Ford Edge SE

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

2022 Ford Edge SE

Ruidoso Downs, NM

UnscoredInsufficient · 0
$22,29743,739 mi

Ruidoso Downs, NM

2023 Jeep Compass Altitude

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

2023 Jeep Compass Altitude

Ruidoso Downs, NM

UnscoredInsufficient · 0
$22,64251,576 mi

Ruidoso Downs, NM

2023 GMC Terrain SLE

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

2023 GMC Terrain SLE

Alamogordo, NM

UnscoredInsufficient · 0
$22,99969,810 mi

Alamogordo, NM

2020 Chevrolet Blazer RS

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

2020 Chevrolet Blazer RS

Ruidoso, NM

Fair PriceModerate · 20
$23,10199,044 mi

Market: $22,944 – $24,592

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 139 days listed (based on current market benchmarks)

Ruidoso, NM

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Alamogordo, NM

UnscoredLimited · 9
$23,19928,169 mi

Comparison: 9 similar vehicles

Alamogordo, NM

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Ruidoso Downs, NM

Fair PriceModerate · 23
$23,22866,013 mi

Market: $20,757 – $23,944

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Ruidoso Downs, NM

2023 Nissan Pathfinder SV

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

2023 Nissan Pathfinder SV

Alamogordo, NM

UnscoredInsufficient · 4
$23,31486,293 mi

Comparison: 4 similar vehicles

Alamogordo, NM

2024 Chevrolet Trax LT

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

2024 Chevrolet Trax LT

Ruidoso, NM

OverpricedLimited · 11
$23,35339,760 mi

Market: $20,998 – $23,220

Comparison: 11 similar vehicles

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

Ruidoso, NM

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Alamogordo, NM

Fair PriceModerate · 29
$23,995102,479 mi

Market: $12,950 – $29,995

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 198 days listed (based on current market benchmarks)

Alamogordo, NM

2019 Nissan Murano SL

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

2019 Nissan Murano SL

Ruidoso Downs, NM

UnscoredInsufficient · 0
$24,07677,792 mi

Ruidoso Downs, NM

2023 Jeep Grand Cherokee Laredo

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

2023 Jeep Grand Cherokee Laredo

Ruidoso, NM

UnscoredInsufficient · 4
$24,24661,886 mi

Comparison: 4 similar vehicles

Ruidoso, NM

2023 Buick Encore GX Essence

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

2023 Buick Encore GX Essence

Ruidoso, NM

UnscoredInsufficient · 0
$24,84632,554 mi

Ruidoso, NM

2025 Kia Sportage LX

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

2025 Kia Sportage LX

Alamogordo, NM

UnscoredInsufficient · 0
$24,85036,148 mi

Alamogordo, NM

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

Ruidoso Downs, NM

UnscoredInsufficient · 0
$24,97535,277 mi

Ruidoso Downs, NM

2022 Honda CR-V EX

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

2022 Honda CR-V EX

Alamogordo, NM

UnscoredInsufficient · 0
$24,995103,341 mi

Alamogordo, NM

2021 Jeep Cherokee Trailhawk

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

2021 Jeep Cherokee Trailhawk

Alamogordo, NM

UnscoredInsufficient · 0
$24,99542,734 mi

Alamogordo, NM

2024 Nissan Murano SV

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

2024 Nissan Murano SV

Alamogordo, NM

UnscoredInsufficient · 0
$25,14930,352 mi

Alamogordo, NM

2025 Mazda CX-5 S Preferred package

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

2025 Mazda CX-5 S Preferred package

Alamogordo, NM

UnscoredInsufficient · 3
$26,49931,769 mi

Comparison: 3 similar vehicles

Alamogordo, NM

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Ruidoso, NM

Fair PriceRobust · 164
$26,826Mileage not verified

Market: $24,130 – $30,671

Comparison: 164 similar vehicles

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

Ruidoso, NM

2025 Mazda CX-30 Carbon Edition

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

2025 Mazda CX-30 Carbon Edition

Alamogordo, NM

UnscoredInsufficient · 0
$26,99535,372 mi

Alamogordo, NM

2020 Jeep Wrangler Unlimited Willys

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

2020 Jeep Wrangler Unlimited Willys

Alamogordo, NM

UnscoredInsufficient · 3
$26,99587,122 mi

Comparison: 3 similar vehicles

Alamogordo, NM

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Alamogordo, NM

Fair PriceRobust · 116
$26,999Mileage not verified

Market: $24,130 – $30,671

Comparison: 116 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Alamogordo, NM

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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