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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 3, 2026

6.8M+

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

491 listings found

2010 Subaru Impreza 2.5i Premium

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

2010 Subaru Impreza 2.5i Premium

Miami, OK

UnscoredInsufficient · 0
$3,900180,000 mi

Miami, OK

2003 Dodge Grand Caravan Cargo

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

2003 Dodge Grand Caravan Cargo

Miami, OK

UnscoredInsufficient · 0
$4,995128,728 mi

Miami, OK

2018 Ford Taurus SE

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

2018 Ford Taurus SE

Miami, OK

UnscoredInsufficient · 4
$5,500175,999 mi

Comparison: 4 similar vehicles

Miami, OK

2005 Nissan 350Z Roadster Enthusiast

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

2005 Nissan 350Z Roadster Enthusiast

Miami, OK

UnscoredInsufficient · 0
$5,500148,702 mi

Miami, OK

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Miami, OK

Unscored
$5,900168,500 mi

Comparison: 76 similar vehicles

Miami, OK

2013 Dodge Grand Caravan SE

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

2013 Dodge Grand Caravan SE

Miami, OK

OverpricedLimited · 16
$6,326149,754 mi

Market: $3,995 – $5,499

Comparison: 16 similar vehicles

Priced ~15% above the typical market range for similar vehicles (based on current market benchmarks)

Miami, OK

2006 Nissan Titan XE

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

2006 Nissan Titan XE

Miami, OK

UnscoredInsufficient · 0
$6,500166,777 mi

Miami, OK

2018 Chevrolet Cruze LS

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

2018 Chevrolet Cruze LS

Miami, OK

Fair PriceLimited · 18
$6,999102,047 mi

Market: $5,995 – $10,599

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Miami, OK

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Miami, OK

UnscoredInsufficient · 0
$8,99958,412 mi

Miami, OK

2001 Dodge Ram Pickup SLT

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

2001 Dodge Ram Pickup SLT

Miami, OK

Unscored
$9,500291,500 mi

Comparison: 14 similar vehicles

Miami, OK

2018 Chevrolet Colorado Work Truck

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

2018 Chevrolet Colorado Work Truck

Miami, OK

Unscored
$10,918114,500 mi

Comparison: 9 similar vehicles

Miami, OK

2020 Dodge Journey SE

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

2020 Dodge Journey SE

Miami, OK

Unscored
$11,77485,746 mi

Comparison: 7 similar vehicles

Miami, OK

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Miami, OK

Unscored
$11,903157,353 mi

Comparison: 5 similar vehicles

Miami, OK

2016 Jeep Grand Cherokee Limited

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

2016 Jeep Grand Cherokee Limited

Miami, OK

Fair PriceModerate · 30
$11,99997,781 mi

Market: $9,500 – $17,995

Comparison: 30 similar vehicles

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

Miami, OK

2020 Jeep Cherokee Limited

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

2020 Jeep Cherokee Limited

Miami, OK

Fair PriceRobust · 52
$12,500114,847 mi

Market: $8,850 – $20,087

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Miami, OK

2020 Honda Accord LX

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

2020 Honda Accord LX

Miami, OK

Unscored
$12,750147,271 mi

Comparison: 7 similar vehicles

Miami, OK

2020 Kia Sportage LX

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

2020 Kia Sportage LX

Miami, OK

Unscored
$12,87082,554 mi

Comparison: 5 similar vehicles

Miami, OK

2019 RAM 1500 Classic SLT

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

2019 RAM 1500 Classic SLT

Miami, OK

Unscored
$13,000175,371 mi

Comparison: 33 similar vehicles

Miami, OK

2019 Chevrolet Traverse 1LT

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

2019 Chevrolet Traverse 1LT

Miami, OK

Unscored
$13,500118,168 mi

Comparison: 6 similar vehicles

Miami, OK

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Miami, OK

Unscored
$13,998151,166 mi

Comparison: 90 similar vehicles

Miami, OK

2022 Ford Escape S

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

2022 Ford Escape S

Miami, OK

Fair PriceModerate · 22
$13,99982,122 mi

Market: $9,000 – $14,590

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Miami, OK

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

Miami, OK

Unscored
$14,900151,777 mi

Comparison: 13 similar vehicles

Miami, OK

2019 Ford Edge ST

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

2019 Ford Edge ST

Miami, OK

Unscored
$15,117109,025 mi

Comparison: 7 similar vehicles

Miami, OK

2021 Nissan Murano Platinum

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

2021 Nissan Murano Platinum

Miami, OK

UnscoredInsufficient · 3
$15,284121,109 mi

Comparison: 3 similar vehicles

Miami, OK

2022 Volkswagen Jetta S

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

2022 Volkswagen Jetta S

Miami, OK

Unscored
$15,28781,144 mi

Comparison: 6 similar vehicles

Miami, OK

2014 Ford F-150 Lariat

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

2014 Ford F-150 Lariat

Miami, OK

Unscored
$15,900157,220 mi

Comparison: 30 similar vehicles

Miami, OK

2022 Volkswagen Jetta S

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

2022 Volkswagen Jetta S

Miami, OK

Unscored
$16,04471,442 mi

Comparison: 6 similar vehicles

Miami, OK

2022 GMC Terrain SLT

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

2022 GMC Terrain SLT

Miami, OK

Unscored
$16,374124,466 mi

Comparison: 38 similar vehicles

Miami, OK

2022 Nissan Murano SL

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

2022 Nissan Murano SL

Miami, OK

Unscored
$16,408111,990 mi

Comparison: 6 similar vehicles

Miami, OK

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Miami, OK

Unscored
$16,496161,430 mi

Comparison: 7 similar vehicles

Miami, OK

2019 Jeep Compass Altitude

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

2019 Jeep Compass Altitude

Miami, OK

Fair PriceModerate · 27
$16,86365,063 mi

Market: $10,950 – $17,627

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Miami, OK

2023 Kia K5 GT-Line

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

2023 Kia K5 GT-Line

Miami, OK

Unscored
$16,924110,969 mi

Comparison: 43 similar vehicles

Miami, OK

2022 Nissan Sentra SV

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

2022 Nissan Sentra SV

Miami, OK

Fair PriceLimited · 15
$17,274Mileage not verified

Market: $15,987 – $20,995

Comparison: 15 similar vehicles

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

Miami, OK

2018 Chevrolet Tahoe LT

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

2018 Chevrolet Tahoe LT

Miami, OK

UnscoredInsufficient · 4
$17,487148,355 mi

Comparison: 4 similar vehicles

Miami, OK

2022 Volkswagen Jetta S

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

2022 Volkswagen Jetta S

Miami, OK

UnscoredInsufficient · 4
$17,48848,259 mi

Comparison: 4 similar vehicles

Miami, OK

2024 Chevrolet Malibu 1FL

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

2024 Chevrolet Malibu 1FL

Miami, OK

Fair PriceModerate · 24
$17,49799,223 mi

Market: $14,888 – $21,139

Comparison: 24 similar vehicles

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

Miami, OK

2021 RAM Promaster City Tradesman

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

2021 RAM Promaster City Tradesman

Miami, OK

Fair PriceLimited · 16
$17,499Mileage not verified

Market: $12,999 – $19,995

Comparison: 16 similar vehicles

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

Miami, OK

2019 Toyota 4Runner SR5

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

2019 Toyota 4Runner SR5

Miami, OK

Unscored
$17,500187,570 mi

Comparison: 14 similar vehicles

Miami, OK

2020 Dodge Durango SXT Plus

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

2020 Dodge Durango SXT Plus

Miami, OK

Unscored
$17,52575,298 mi

Comparison: 7 similar vehicles

Miami, OK

2023 Kia Soul LX

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

2023 Kia Soul LX

Miami, OK

UnscoredInsufficient · 0
$17,54717,535 mi

Miami, OK

2019 Chevrolet Malibu 1RS

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

2019 Chevrolet Malibu 1RS

Miami, OK

UnscoredInsufficient · 0
$17,77635,771 mi

Miami, OK

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Miami, OK

Fair PriceLimited · 17
$17,99836,786 mi

Market: $14,996 – $19,633

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Miami, OK

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Miami, OK

Fair PriceModerate · 23
$18,19766,699 mi

Market: $16,398 – $19,629

Comparison: 23 similar vehicles

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

Miami, OK

2023 Chevrolet Equinox Premier

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

2023 Chevrolet Equinox Premier

Miami, OK

Fair PriceModerate · 35
$19,290106,586 mi

Market: $17,421 – $27,687

Comparison: 35 similar vehicles

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

Miami, OK

2022 Ford Edge SE

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

2022 Ford Edge SE

Miami, OK

Unscored
$19,46963,338 mi

Comparison: 7 similar vehicles

Miami, OK

2018 GMC Sierra 1500 Denali

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

2018 GMC Sierra 1500 Denali

Miami, OK

Unscored
$19,499187,692 mi

Comparison: 67 similar vehicles

Miami, OK

2023 Honda Civic Sport

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

2023 Honda Civic Sport

Miami, OK

Fair PriceRobust · 52
$19,500105,250 mi

Market: $16,695 – $24,500

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Miami, OK

2004 Nissan Titan SE

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

2004 Nissan Titan SE

Miami, OK

UnscoredInsufficient · 0
$19,900147,000 mi

Miami, OK

2020 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2020 Chevrolet Silverado 3500 Chassis Cab Work Truck

Miami, OK

UnscoredInsufficient · 0
$19,938164,610 mi

Miami, OK

2023 Ford Escape Active

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

2023 Ford Escape Active

Miami, OK

Fair PriceModerate · 24
$20,47356,579 mi

Market: $18,774 – $21,694

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Miami, OK

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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