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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 6, 2026

7.1M+

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

273 listings found

2017 Ford Fiesta SE

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

2017 Ford Fiesta SE

Penn Yan, NY

Unscored
$3,000200,864 mi

Comparison: 10 similar vehicles

Penn Yan, NY

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Penn Yan, NY

Fair PriceModerate · 47
$4,995111,256 mi

Market: $3,277 – $13,790

Comparison: 47 similar vehicles

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

Penn Yan, NY

2017 Jeep Compass High Altitude

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

2017 Jeep Compass High Altitude

Penn Yan, NY

Unscored
$5,999130,423 mi

Comparison: 18 similar vehicles

Penn Yan, NY

2015 Nissan Pathfinder SV

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

2015 Nissan Pathfinder SV

Penn Yan, NY

Unscored
$5,999155,033 mi

Comparison: 5 similar vehicles

Penn Yan, NY

2018 Dodge Grand Caravan SXT

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

2018 Dodge Grand Caravan SXT

Penn Yan, NY

Unscored
$7,000121,000 mi

Comparison: 8 similar vehicles

Penn Yan, NY

2011 Mercedes-Benz M-Class ML350

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

2011 Mercedes-Benz M-Class ML350

Penn Yan, NY

Unscored
$8,299120,000 mi

Comparison: 8 similar vehicles

Penn Yan, NY

2017 Chrysler Pacifica LX

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

2017 Chrysler Pacifica LX

Penn Yan, NY

Fair PriceLimited · 14
$10,000119,030 mi

Market: $6,995 – $14,430

Comparison: 14 similar vehicles

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

Penn Yan, NY

2015 Buick Enclave Leather

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

2015 Buick Enclave Leather

Penn Yan, NY

Fair PriceModerate · 26
$11,99598,749 mi

Market: $8,500 – $17,215

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Penn Yan, NY

2017 Subaru Crosstrek Premium

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

2017 Subaru Crosstrek Premium

Penn Yan, NY

UnscoredInsufficient · 3
$11,99978,225 mi

Comparison: 3 similar vehicles

Penn Yan, NY

2014 Dodge Grand Caravan SE

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

2014 Dodge Grand Caravan SE

Penn Yan, NY

OverpricedLimited · 15
$12,99581,695 mi

Market: $3,995 – $11,995

Comparison: 15 similar vehicles

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

Penn Yan, NY

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Penn Yan, NY

Fair PriceLimited · 16
$14,99592,190 mi

Market: $10,875 – $16,600

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 155 days listed (based on current market benchmarks)

Penn Yan, NY

2019 Ford Edge SE

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

2019 Ford Edge SE

Penn Yan, NY

UnscoredInsufficient · 0
$15,99550,777 mi

Penn Yan, NY

2022 Jeep Compass Latitude

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

2022 Jeep Compass Latitude

Penn Yan, NY

UnscoredInsufficient · 3
$20,07537,806 mi

Comparison: 3 similar vehicles

Penn Yan, NY

2022 Buick Encore Preferred

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

2022 Buick Encore Preferred

Penn Yan, NY

OverpricedLimited · 12
$21,99528,926 mi

Market: $14,995 – $19,490

Comparison: 12 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Penn Yan, NY

2021 Chevrolet Colorado Work Truck

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

2021 Chevrolet Colorado Work Truck

Penn Yan, NY

Fair PriceLimited · 17
$22,17262,977 mi

Market: $13,995 – $24,975

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Penn Yan, NY

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Penn Yan, NY

OverpricedLimited · 17
$22,49528,831 mi

Market: $21,355 – $22,174

Comparison: 17 similar vehicles

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

Penn Yan, NY

2020 GMC Terrain SLT

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

2020 GMC Terrain SLT

Penn Yan, NY

OverpricedModerate · 28
$22,49554,134 mi

Market: $18,335 – $21,968

Comparison: 28 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Penn Yan, NY

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Penn Yan, NY

Fair PriceLimited · 14
$22,67588,087 mi

Market: $19,999 – $24,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Penn Yan, NY

2022 Chevrolet Equinox Premier

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

2022 Chevrolet Equinox Premier

Penn Yan, NY

Fair PriceModerate · 40
$22,97042,602 mi

Market: $21,590 – $24,848

Comparison: 40 similar vehicles

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

Penn Yan, NY

2020 Toyota RAV4 LE

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

2020 Toyota RAV4 LE

Penn Yan, NY

UnscoredInsufficient · 4
$22,99562,319 mi

Comparison: 4 similar vehicles

Penn Yan, NY

2018 Ford Transit Wagon XL

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

2018 Ford Transit Wagon XL

Penn Yan, NY

Fair PriceModerate · 35
$22,99564,980 mi

Market: $13,500 – $30,495

Comparison: 35 similar vehicles

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

Penn Yan, NY

2023 Kia Sorento SX Prestige Hybrid

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

2023 Kia Sorento SX Prestige Hybrid

Penn Yan, NY

Unscored
$23,57568,021 mi

Comparison: 16 similar vehicles

Penn Yan, NY

2024 Chevrolet TrailBlazer LT

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

2024 Chevrolet TrailBlazer LT

Penn Yan, NY

Fair PriceModerate · 43
$23,99523,797 mi

Market: $21,365 – $24,500

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Penn Yan, NY

2023 Jeep Compass Limited

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

2023 Jeep Compass Limited

Penn Yan, NY

Unscored
$24,07526,137 mi

Comparison: 5 similar vehicles

Penn Yan, NY

2024 Jeep Compass Limited

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

2024 Jeep Compass Limited

Penn Yan, NY

Fair PriceModerate · 35
$24,17217,602 mi

Market: $22,174 – $26,088

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Penn Yan, NY

2022 Kia Sorento X-Line EX

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

2022 Kia Sorento X-Line EX

Penn Yan, NY

UnscoredInsufficient · 3
$24,67266,056 mi

Comparison: 3 similar vehicles

Penn Yan, NY

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Penn Yan, NY

Fair PriceLimited · 18
$24,99569,967 mi

Market: $24,062 – $33,938

Comparison: 18 similar vehicles

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

Penn Yan, NY

2021 Jeep Grand Cherokee Limited

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

2021 Jeep Grand Cherokee Limited

Penn Yan, NY

Fair PriceModerate · 47
$25,16533,042 mi

Market: $21,533 – $27,656

Comparison: 47 similar vehicles

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

Penn Yan, NY

2024 Buick Envista Avenir

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

2024 Buick Envista Avenir

Penn Yan, NY

Fair PriceLimited · 16
$25,67017,143 mi

Market: $24,478 – $25,689

Comparison: 16 similar vehicles

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

Penn Yan, NY

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Penn Yan, NY

OverpricedRobust · 113
$25,99523,578 mi

Market: $21,325 – $25,165

Comparison: 113 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Penn Yan, NY

2020 Mercedes-Benz GLE GLE350

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

2020 Mercedes-Benz GLE GLE350

Penn Yan, NY

UnscoredInsufficient · 3
$25,99579,431 mi

Comparison: 3 similar vehicles

Penn Yan, NY

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Penn Yan, NY

Fair PriceModerate · 28
$26,17024,932 mi

Market: $23,174 – $26,500

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Penn Yan, NY

2025 Jeep Wrangler 2-Door Sport

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

2025 Jeep Wrangler 2-Door Sport

Penn Yan, NY

Unscored
$26,56522,527 mi

Comparison: 8 similar vehicles

Penn Yan, NY

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

Penn Yan, NY

OverpricedModerate · 48
$26,87529,025 mi

Market: $25,174 – $26,174

Comparison: 48 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Penn Yan, NY

2022 Hyundai Santa Cruz SEL Premium

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

2022 Hyundai Santa Cruz SEL Premium

Penn Yan, NY

Fair PriceLimited · 13
$26,99537,976 mi

Market: $23,981 – $29,390

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Penn Yan, NY

2023 Jeep Grand Cherokee L Laredo

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

2023 Jeep Grand Cherokee L Laredo

Penn Yan, NY

Unscored
$27,16544,025 mi

Comparison: 8 similar vehicles

Penn Yan, NY

2023 Ford Bronco Sport Outer Banks

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

2023 Ford Bronco Sport Outer Banks

Penn Yan, NY

Fair PriceRobust · 88
$27,17025,241 mi

Market: $25,490 – $30,223

Comparison: 88 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Penn Yan, NY

2025 Kia K5 GT-Line

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

2025 Kia K5 GT-Line

Penn Yan, NY

Fair PriceModerate · 22
$27,67219,208 mi

Market: $25,925 – $28,999

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Penn Yan, NY

2024 Subaru Forester Premium

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

2024 Subaru Forester Premium

Penn Yan, NY

UnscoredInsufficient · 3
$28,07043,015 mi

Comparison: 3 similar vehicles

Penn Yan, NY

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Penn Yan, NY

Unscored
$28,15454,219 mi

Comparison: 6 similar vehicles

Penn Yan, NY

2020 RAM 2500 Pickup Tradesman

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

2020 RAM 2500 Pickup Tradesman

Penn Yan, NY

Great DealLimited · 15
$29,65267,050 mi

Market: $37,000 – $37,175

Comparison: 15 similar vehicles

Competitively priced ~20% below the typical range compared to similar vehicles · 51 days listed (based on current market benchmarks)

Penn Yan, NY

2022 Ford Explorer Limited

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

2022 Ford Explorer Limited

Penn Yan, NY

Unscored
$29,67042,891 mi

Comparison: 7 similar vehicles

Penn Yan, NY

2025 Ford Bronco Sport Heritage

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

2025 Ford Bronco Sport Heritage

Penn Yan, NY

Fair PriceRobust · 77
$30,1702,302 mi

Market: $27,740 – $32,995

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 278 days listed (based on current market benchmarks)

Penn Yan, NY

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Penn Yan, NY

Great DealLimited · 15
$30,9523,430 mi

Market: $34,160 – $37,363

Comparison: 15 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 129 days listed (based on current market benchmarks)

Penn Yan, NY

2023 Jeep Grand Cherokee L Altitude

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

2023 Jeep Grand Cherokee L Altitude

Penn Yan, NY

Unscored
$31,66525,850 mi

Comparison: 9 similar vehicles

Penn Yan, NY

2022 RAM 1500 Pickup Big Horn/Lone Star

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

2022 RAM 1500 Pickup Big Horn/Lone Star

Penn Yan, NY

Unscored
$31,67560,000 mi

Comparison: 7 similar vehicles

Penn Yan, NY

2024 Nissan Frontier SV

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

2024 Nissan Frontier SV

Penn Yan, NY

Unscored
$31,99522,733 mi

Comparison: 5 similar vehicles

Penn Yan, NY

2024 Nissan Frontier SV

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

2024 Nissan Frontier SV

Penn Yan, NY

UnscoredInsufficient · 3
$32,06521,069 mi

Comparison: 3 similar vehicles

Penn Yan, NY

2023 Chrysler Pacifica Limited

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

2023 Chrysler Pacifica Limited

Penn Yan, NY

UnscoredInsufficient · 3
$32,16553,200 mi

Comparison: 3 similar vehicles

Penn Yan, NY

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Penn Yan, NY

UnscoredInsufficient · 4
$32,17012,181 mi

Comparison: 4 similar vehicles

Penn Yan, NY

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 recently 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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