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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 8, 2026

7.3M+

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

1,299 listings found

2012 Subaru Forester X Premium Package

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

2012 Subaru Forester X Premium Package

Hamburg, PA

Unscored
$5,549142,284 mi

Comparison: 31 similar vehicles

Hamburg, PA

2013 Nissan Altima Sedan SL

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

2013 Nissan Altima Sedan SL

Hamburg, PA

Unscored
$5,998173,158 mi

Comparison: 77 similar vehicles

Hamburg, PA

2014 Nissan Versa Note SV

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

2014 Nissan Versa Note SV

Hamburg, PA

UnscoredInsufficient · 3
$6,000104,744 mi

Comparison: 3 similar vehicles

Hamburg, PA

2014 Nissan Rogue SV

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

2014 Nissan Rogue SV

Hamburg, PA

Unscored
$6,998159,226 mi

Comparison: 6 similar vehicles

Hamburg, PA

2012 Toyota Yaris L

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

2012 Toyota Yaris L

Hamburg, PA

Unscored
$7,500151,211 mi

Comparison: 5 similar vehicles

Hamburg, PA

2014 Dodge Avenger SE

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

2014 Dodge Avenger SE

Hamburg, PA

OverpricedModerate · 20
$8,48969,117 mi

Market: $5,499 – $8,450

Comparison: 20 similar vehicles

Hamburg, PA

2008 Jeep Patriot Sport

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

2008 Jeep Patriot Sport

Hamburg, PA

UnscoredInsufficient · 0
$8,48958,431 mi

Hamburg, PA

2018 Hyundai Tucson Limited

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

2018 Hyundai Tucson Limited

Hamburg, PA

Unscored
$8,753119,215 mi

Comparison: 5 similar vehicles

Hamburg, PA

2019 Kia RIO LX

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

2019 Kia RIO LX

Hamburg, PA

UnscoredInsufficient · 0
$9,03672,833 mi

Hamburg, PA

2018 Kia Sportage LX

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

2018 Kia Sportage LX

Hamburg, PA

Unscored
$10,498127,342 mi

Comparison: 9 similar vehicles

Hamburg, PA

2017 Ford Escape SE

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

2017 Ford Escape SE

Hamburg, PA

Fair PriceModerate · 30
$10,90099,251 mi

Market: $6,227 – $12,995

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Hamburg, PA

2019 Dodge Grand Caravan GT

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

2019 Dodge Grand Caravan GT

Hamburg, PA

UnscoredInsufficient · 3
$10,986103,308 mi

Comparison: 3 similar vehicles

Hamburg, PA

2012 Nissan Titan SV

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

2012 Nissan Titan SV

Hamburg, PA

Unscored
$10,998168,957 mi

Comparison: 6 similar vehicles

Hamburg, PA

2014 Hyundai Santa Fe Sport 2.0T

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

2014 Hyundai Santa Fe Sport 2.0T

Hamburg, PA

Fair PriceModerate · 38
$11,48984,765 mi

Market: $4,600 – $12,995

Comparison: 38 similar vehicles

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

Hamburg, PA

2019 Nissan Leaf SV

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

2019 Nissan Leaf SV

Hamburg, PA

UnscoredInsufficient · 0
$11,99551,609 mi

Hamburg, PA

2017 Volkswagen Jetta SE

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

2017 Volkswagen Jetta SE

Hamburg, PA

Fair PriceRobust · 52
$12,43377,279 mi

Market: $5,795 – $14,950

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Hamburg, PA

2016 GMC Terrain SLE-1

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

2016 GMC Terrain SLE-1

Hamburg, PA

OverpricedModerate · 21
$12,48984,413 mi

Market: $5,299 – $11,995

Comparison: 21 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Hamburg, PA

2019 Jeep Compass Latitude

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

2019 Jeep Compass Latitude

Hamburg, PA

Great DealLimited · 11
$13,240105,585 mi

Market: $14,209 – $18,895

Comparison: 11 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 48 days listed (based on current market benchmarks)

Hamburg, PA

2018 INFINITI Q60 Coupe LUXE

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

2018 INFINITI Q60 Coupe LUXE

Hamburg, PA

Unscored
$13,500186,182 mi

Comparison: 12 similar vehicles

Hamburg, PA

2017 Volkswagen Tiguan Wolfsburg Edition

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

2017 Volkswagen Tiguan Wolfsburg Edition

Hamburg, PA

Unscored
$13,61065,552 mi

Comparison: 6 similar vehicles

Hamburg, PA

2017 Jeep All-New Compass Latitude

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

2017 Jeep All-New Compass Latitude

Hamburg, PA

Fair PriceModerate · 21
$13,95076,030 mi

Market: $9,998 – $17,995

Comparison: 21 similar vehicles

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

Hamburg, PA

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Hamburg, PA

Unscored
$13,97593,698 mi

Comparison: 9 similar vehicles

Hamburg, PA

2022 Chevrolet Equinox LS

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

2022 Chevrolet Equinox LS

Hamburg, PA

Fair PriceRobust · 60
$14,186111,768 mi

Market: $8,700 – $19,145

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Hamburg, PA

2020 Jeep Cherokee Limited

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

2020 Jeep Cherokee Limited

Hamburg, PA

Unscored
$14,456105,925 mi

Comparison: 7 similar vehicles

Hamburg, PA

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Hamburg, PA

Unscored
$14,485117,582 mi

Comparison: 9 similar vehicles

Hamburg, PA

2019 Acura MDX Technology Package

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

2019 Acura MDX Technology Package

Hamburg, PA

Unscored
$15,219153,105 mi

Comparison: 7 similar vehicles

Hamburg, PA

2017 Kia Sportage SX

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

2017 Kia Sportage SX

Hamburg, PA

Fair PriceLimited · 17
$15,39074,987 mi

Market: $10,990 – $15,394

Comparison: 17 similar vehicles

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

Hamburg, PA

2017 Chrysler Pacifica Touring

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

2017 Chrysler Pacifica Touring

Hamburg, PA

Fair PriceModerate · 44
$15,489Mileage not verified

Market: $6,999 – $17,950

Comparison: 44 similar vehicles

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

Hamburg, PA

2018 Jeep Compass Trailhawk

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

2018 Jeep Compass Trailhawk

Hamburg, PA

UnscoredInsufficient · 4
$16,48597,906 mi

Comparison: 4 similar vehicles

Hamburg, PA

2020 Ford Edge SE

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

2020 Ford Edge SE

Hamburg, PA

Unscored
$16,49864,643 mi

Comparison: 5 similar vehicles

Hamburg, PA

2017 Honda Accord LX

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

2017 Honda Accord LX

Hamburg, PA

Fair PriceRobust · 94
$16,78877,885 mi

Market: $7,895 – $19,998

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Hamburg, PA

2020 Hyundai Tucson Ultimate

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

2020 Hyundai Tucson Ultimate

Hamburg, PA

UnscoredInsufficient · 3
$16,99593,067 mi

Comparison: 3 similar vehicles

Hamburg, PA

2014 Chevrolet Silverado 1500 LTZ

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

2014 Chevrolet Silverado 1500 LTZ

Hamburg, PA

UnscoredInsufficient · 3
$16,995133,117 mi

Comparison: 3 similar vehicles

Hamburg, PA

2022 Ford Escape SE

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

2022 Ford Escape SE

Hamburg, PA

Fair PriceLimited · 11
$17,08965,363 mi

Market: $12,340 – $18,990

Comparison: 11 similar vehicles

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

Hamburg, PA

2020 Hyundai Santa Fe SEL

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

2020 Hyundai Santa Fe SEL

Hamburg, PA

Unscored
$17,10055,384 mi

Comparison: 9 similar vehicles

Hamburg, PA

2020 Hyundai Tucson Limited

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

2020 Hyundai Tucson Limited

Hamburg, PA

Unscored
$17,14457,842 mi

Comparison: 5 similar vehicles

Hamburg, PA

2013 Toyota Tacoma Base

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

2013 Toyota Tacoma Base

Hamburg, PA

Unscored
$17,473129,508 mi

Comparison: 94 similar vehicles

Hamburg, PA

2017 Honda Accord EX-L

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

2017 Honda Accord EX-L

Hamburg, PA

Fair PriceRobust · 77
$17,49883,589 mi

Market: $5,200 – $21,489

Comparison: 77 similar vehicles

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

Hamburg, PA

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Hamburg, PA

Fair PriceModerate · 25
$17,73354,198 mi

Market: $17,500 – $19,989

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Hamburg, PA

2019 Volkswagen Atlas SE R-Line w/Tech

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

2019 Volkswagen Atlas SE R-Line w/Tech

Hamburg, PA

Great DealLimited · 10
$17,81691,825 mi

Market: $18,977 – $20,490

Comparison: 10 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 14 days listed (based on current market benchmarks)

Hamburg, PA

2025 Hyundai Venue SEL

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

2025 Hyundai Venue SEL

Hamburg, PA

Unscored
$17,90038,586 mi

Comparison: 8 similar vehicles

Hamburg, PA

2025 Kia Soul LX

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

2025 Kia Soul LX

Hamburg, PA

Unscored
$17,90027,804 mi

Comparison: 16 similar vehicles

Hamburg, PA

2025 Kia Soul LX

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

2025 Kia Soul LX

Hamburg, PA

Fair PriceRobust · 155
$17,90030,390 mi

Market: $15,995 – $21,396

Comparison: 155 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Hamburg, PA

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Hamburg, PA

Unscored
$17,90028,842 mi

Comparison: 5 similar vehicles

Hamburg, PA

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Hamburg, PA

OverpricedLimited · 10
$18,04845,831 mi

Market: $16,328 – $17,812

Comparison: 10 similar vehicles

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

Hamburg, PA

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Hamburg, PA

Fair PriceModerate · 25
$18,10956,043 mi

Market: $17,500 – $19,989

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Hamburg, PA

2024 Nissan Rogue S

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

2024 Nissan Rogue S

Hamburg, PA

UnscoredInsufficient · 4
$18,33661,117 mi

Comparison: 4 similar vehicles

Hamburg, PA

2025 Hyundai Venue SEL

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

2025 Hyundai Venue SEL

Hamburg, PA

Unscored
$18,40031,378 mi

Comparison: 8 similar vehicles

Hamburg, PA

2018 Jeep Wrangler JK Unlimited Sport S

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

2018 Jeep Wrangler JK Unlimited Sport S

Hamburg, PA

Unscored
$18,440112,332 mi

Comparison: 6 similar vehicles

Hamburg, PA

2022 Hyundai Santa Fe SEL

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

2022 Hyundai Santa Fe SEL

Hamburg, PA

Fair PriceLimited · 11
$18,80072,700 mi

Market: $16,990 – $20,098

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Hamburg, PA

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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