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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

1,349 listings found

2014 Buick Encore Convenience

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

2014 Buick Encore Convenience

Amherst, NY

UnscoredInsufficient · 0
$11,08649,709 mi

Amherst, NY

2011 Nissan Frontier SV

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

2011 Nissan Frontier SV

Amherst, NY

UnscoredInsufficient · 0
$11,45096,803 mi

Amherst, NY

2017 Subaru Outback Limited

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

2017 Subaru Outback Limited

Amherst, NY

Unscored
$12,231122,356 mi

Comparison: 37 similar vehicles

Amherst, NY

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Amherst, NY

Unscored
$12,30877,630 mi

Comparison: 6 similar vehicles

Amherst, NY

2016 Nissan Murano SV

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

2016 Nissan Murano SV

Amherst, NY

UnscoredInsufficient · 0
$12,75093,854 mi

Amherst, NY

2017 Subaru Impreza Limited

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

2017 Subaru Impreza Limited

Amherst, NY

Unscored
$13,298115,571 mi

Comparison: 8 similar vehicles

Amherst, NY

2020 Chevrolet Trax LT

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

2020 Chevrolet Trax LT

Amherst, NY

Fair PriceRobust · 85
$13,41786,023 mi

Market: $8,990 – $18,288

Comparison: 85 similar vehicles

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

Amherst, NY

2019 Mitsubishi Outlander ES

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

2019 Mitsubishi Outlander ES

Amherst, NY

UnscoredInsufficient · 0
$13,81095,663 mi

Amherst, NY

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Amherst, NY

Fair PriceModerate · 26
$13,84738,152 mi

Market: $13,187 – $17,790

Comparison: 26 similar vehicles

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

Amherst, NY

2019 Volkswagen Passat Wolfsburg Edition

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

2019 Volkswagen Passat Wolfsburg Edition

Amherst, NY

UnscoredInsufficient · 0
$13,95858,074 mi

Amherst, NY

2018 Chevrolet Traverse 1LT

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

2018 Chevrolet Traverse 1LT

Amherst, NY

Fair PriceRobust · 60
$14,01993,076 mi

Market: $8,900 – $19,153

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Amherst, NY

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Amherst, NY

UnscoredInsufficient · 4
$14,07358,591 mi

Comparison: 4 similar vehicles

Amherst, NY

2018 Chrysler Pacifica Touring L

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

2018 Chrysler Pacifica Touring L

Amherst, NY

Fair PriceModerate · 33
$14,16893,410 mi

Market: $11,468 – $16,969

Comparison: 33 similar vehicles

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

Amherst, NY

2019 Hyundai Tucson Value

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

2019 Hyundai Tucson Value

Amherst, NY

Fair PriceModerate · 33
$14,23686,522 mi

Market: $9,500 – $17,470

Comparison: 33 similar vehicles

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

Amherst, NY

2018 Kia Sorento LX

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

2018 Kia Sorento LX

Amherst, NY

UnscoredInsufficient · 0
$14,55950,843 mi

Amherst, NY

2020 Kia Optima LX

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

2020 Kia Optima LX

Amherst, NY

UnscoredInsufficient · 0
$14,76051,476 mi

Amherst, NY

2010 Lexus IS 250

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

2010 Lexus IS 250

Amherst, NY

Unscored
$14,82197,362 mi

Comparison: 5 similar vehicles

Amherst, NY

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Amherst, NY

Fair PriceLimited · 19
$14,91576,535 mi

Market: $12,880 – $15,995

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Amherst, NY

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Amherst, NY

Fair PriceRobust · 53
$14,99090,419 mi

Market: $13,901 – $18,495

Comparison: 53 similar vehicles

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

Amherst, NY

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Amherst, NY

Fair PriceLimited · 11
$15,02374,107 mi

Market: $14,965 – $15,140

Comparison: 11 similar vehicles

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

Amherst, NY

2021 Kia Forte LXS

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

2021 Kia Forte LXS

Amherst, NY

Unscored
$15,15445,997 mi

Comparison: 9 similar vehicles

Amherst, NY

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Amherst, NY

Unscored
$15,25647,114 mi

Comparison: 6 similar vehicles

Amherst, NY

2016 Chevrolet Silverado 1500 1LS

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

2016 Chevrolet Silverado 1500 1LS

Amherst, NY

UnscoredInsufficient · 0
$15,607132,072 mi

Amherst, NY

2016 Subaru Outback Limited

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

2016 Subaru Outback Limited

Amherst, NY

Fair PriceModerate · 32
$15,93081,644 mi

Market: $7,927 – $20,995

Comparison: 32 similar vehicles

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

Amherst, NY

2019 Hyundai Tucson SE

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

2019 Hyundai Tucson SE

Amherst, NY

UnscoredInsufficient · 0
$15,94444,187 mi

Amherst, NY

2018 Chevrolet Equinox Premier

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

2018 Chevrolet Equinox Premier

Amherst, NY

Unscored
$16,02373,822 mi

Comparison: 7 similar vehicles

Amherst, NY

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Amherst, NY

Fair PriceRobust · 222
$16,45454,401 mi

Market: $15,447 – $23,500

Comparison: 222 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 165 days listed (based on current market benchmarks)

Amherst, NY

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Amherst, NY

Fair PriceModerate · 40
$16,57970,476 mi

Market: $13,901 – $18,495

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Amherst, NY

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Amherst, NY

OverpricedModerate · 44
$16,67571,199 mi

Market: $8,995 – $15,467

Comparison: 44 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Amherst, NY

2020 Jeep Renegade Latitude

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

2020 Jeep Renegade Latitude

Amherst, NY

Fair PriceModerate · 49
$17,10441,738 mi

Market: $15,679 – $17,407

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Amherst, NY

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

Amherst, NY

Fair PriceModerate · 27
$17,12757,928 mi

Comparison: 27 similar vehicles

Amherst, NY

2008 Nissan 350Z Roadster Touring

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

2008 Nissan 350Z Roadster Touring

Amherst, NY

UnscoredInsufficient · 0
$17,17929,522 mi

Amherst, NY

2022 Mitsubishi Outlander Sport SE

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

2022 Mitsubishi Outlander Sport SE

Amherst, NY

UnscoredInsufficient · 0
$17,24838,892 mi

Amherst, NY

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Amherst, NY

Fair PriceRobust · 75
$17,30469,242 mi

Market: $16,663 – $25,001

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Amherst, NY

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Amherst, NY

Fair PriceRobust · 132
$17,30474,668 mi

Market: $12,570 – $19,575

Comparison: 132 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Amherst, NY

2023 Kia Soul EX

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

2023 Kia Soul EX

Amherst, NY

Great DealLimited · 18
$17,32323,101 mi

Market: $18,985 – $22,369

Comparison: 18 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 158 days listed (based on current market benchmarks)

Amherst, NY

2024 Buick Encore GX Preferred

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

2024 Buick Encore GX Preferred

Amherst, NY

Great DealModerate · 38
$17,93636,832 mi

Market: $20,934 – $23,108

Comparison: 38 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 117 days listed (based on current market benchmarks)

Amherst, NY

2020 Chevrolet Camaro 1LT

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

2020 Chevrolet Camaro 1LT

Amherst, NY

UnscoredInsufficient · 4
$17,97272,116 mi

Comparison: 4 similar vehicles

Amherst, NY

2023 Kia Soul GT-Line

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

2023 Kia Soul GT-Line

Amherst, NY

UnscoredInsufficient · 0
$18,05041,302 mi

Amherst, NY

2024 Nissan Rogue S

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

2024 Nissan Rogue S

Amherst, NY

Fair PriceLimited · 13
$18,28956,238 mi

Market: $16,998 – $19,702

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 158 days listed (based on current market benchmarks)

Amherst, NY

2018 RAM 1500 Pickup Express

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

2018 RAM 1500 Pickup Express

Amherst, NY

Fair PriceLimited · 13
$18,304110,634 mi

Market: $11,995 – $19,029

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Amherst, NY

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Amherst, NY

Unscored
$18,31950,348 mi

Comparison: 11 similar vehicles

Amherst, NY

2024 Nissan Rogue S

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

2024 Nissan Rogue S

Amherst, NY

Fair PriceModerate · 20
$18,36160,366 mi

Market: $17,173 – $19,178

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 150 days listed (based on current market benchmarks)

Amherst, NY

2019 Nissan Altima SV

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

2019 Nissan Altima SV

Amherst, NY

UnscoredInsufficient · 0
$18,43636,014 mi

Amherst, NY

2024 Chevrolet Trax LS

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

2024 Chevrolet Trax LS

Amherst, NY

Fair PriceModerate · 24
$18,47011,116 mi

Market: $18,164 – $20,716

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Amherst, NY

2021 Kia Forte GT

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

2021 Kia Forte GT

Amherst, NY

UnscoredInsufficient · 0
$18,50430,791 mi

Amherst, NY

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Amherst, NY

Fair PriceRobust · 75
$18,94164,252 mi

Market: $14,950 – $21,002

Comparison: 75 similar vehicles

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

Amherst, NY

2023 Nissan Rogue S

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

2023 Nissan Rogue S

Amherst, NY

Great DealLimited · 14
$18,95633,276 mi

Market: $20,564 – $20,739

Comparison: 14 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 12 days listed (based on current market benchmarks)

Amherst, NY

2023 Nissan Altima SR

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

2023 Nissan Altima SR

Amherst, NY

Unscored
$18,95757,799 mi

Comparison: 7 similar vehicles

Amherst, NY

2019 Chevrolet Equinox Premier

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

2019 Chevrolet Equinox Premier

Amherst, NY

UnscoredInsufficient · 3
$19,02853,415 mi

Comparison: 3 similar vehicles

Amherst, NY

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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