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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

1,105 listings found

2014 Chevrolet Sonic LTZ

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

2014 Chevrolet Sonic LTZ

Niagara Falls, NY

UnscoredInsufficient · 0
$5,99587,560 mi

Niagara Falls, NY

2007 Buick Lucerne CX

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

2007 Buick Lucerne CX

Niagara Falls, NY

UnscoredInsufficient · 0
$6,79550,485 mi

Niagara Falls, NY

2009 Chevrolet Malibu 1LS

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

2009 Chevrolet Malibu 1LS

Niagara Falls, NY

UnscoredInsufficient · 0
$7,99580,031 mi

Niagara Falls, NY

2011 Ford Focus SE

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

2011 Ford Focus SE

Niagara Falls, NY

UnscoredInsufficient · 0
$8,39548,572 mi

Niagara Falls, NY

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Niagara Falls, NY

UnscoredInsufficient · 4
$8,495133,871 mi

Comparison: 4 similar vehicles

Niagara Falls, NY

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Niagara Falls, NY

Fair PriceModerate · 24
$8,495102,686 mi

Market: $2,995 – $9,295

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1011 days listed (based on current market benchmarks)

Niagara Falls, NY

2018 Dodge Journey Crossroad

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

2018 Dodge Journey Crossroad

Niagara Falls, NY

Unscored
$8,675103,341 mi

Comparison: 9 similar vehicles

Niagara Falls, NY

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Niagara Falls, NY

OverpricedModerate · 24
$9,29588,573 mi

Market: $2,995 – $8,995

Comparison: 24 similar vehicles

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

Niagara Falls, NY

2013 Chevrolet Sonic LTZ

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

2013 Chevrolet Sonic LTZ

Niagara Falls, NY

UnscoredInsufficient · 0
$9,395109,739 mi

Niagara Falls, NY

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Niagara Falls, NY

Unscored
$9,49581,275 mi

Comparison: 5 similar vehicles

Niagara Falls, NY

2010 Ford Fusion SEL

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

2010 Ford Fusion SEL

Niagara Falls, NY

Unscored
$9,995104,415 mi

Comparison: 9 similar vehicles

Niagara Falls, NY

1990 Cadillac DeVille

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

1990 Cadillac DeVille

Niagara Falls, NY

UnscoredInsufficient · 0
$9,99589,471 mi

Niagara Falls, NY

2016 MINI Countryman S

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

2016 MINI Countryman S

Niagara Falls, NY

Unscored
$10,88896,047 mi

Comparison: 9 similar vehicles

Niagara Falls, NY

2015 Buick Encore Base

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

2015 Buick Encore Base

Niagara Falls, NY

UnscoredInsufficient · 0
$11,75023,633 mi

Niagara Falls, NY

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Niagara Falls, NY

Fair PriceRobust · 69
$11,995113,092 mi

Market: $3,488 – $13,415

Comparison: 69 similar vehicles

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

Niagara Falls, NY

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Niagara Falls, NY

OverpricedLimited · 19
$12,24067,602 mi

Market: $2,999 – $11,995

Comparison: 19 similar vehicles

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

Niagara Falls, NY

2015 Dodge Durango Limited

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

2015 Dodge Durango Limited

Niagara Falls, NY

Unscored
$12,495126,145 mi

Comparison: 16 similar vehicles

Niagara Falls, NY

2014 Chevrolet Malibu 1LT

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

2014 Chevrolet Malibu 1LT

Niagara Falls, NY

OverpricedLimited · 15
$12,89589,905 mi

Market: $4,245 – $10,995

Comparison: 15 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Niagara Falls, NY

2015 Hyundai Tucson Limited

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

2015 Hyundai Tucson Limited

Niagara Falls, NY

UnscoredInsufficient · 4
$12,97562,506 mi

Comparison: 4 similar vehicles

Niagara Falls, NY

2019 Hyundai Sonata SEL

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

2019 Hyundai Sonata SEL

Niagara Falls, NY

Fair PriceLimited · 16
$12,98989,187 mi

Market: $11,010 – $13,450

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Niagara Falls, NY

2024 Mitsubishi Mirage ES

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

2024 Mitsubishi Mirage ES

Niagara Falls, NY

Fair PriceModerate · 22
$12,99447,471 mi

Market: $12,695 – $13,170

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Niagara Falls, NY

2024 Mitsubishi Mirage G4 ES

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

2024 Mitsubishi Mirage G4 ES

Niagara Falls, NY

UnscoredInsufficient · 0
$12,99546,212 mi

Niagara Falls, NY

2020 Jeep Renegade Latitude

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

2020 Jeep Renegade Latitude

Niagara Falls, NY

UnscoredInsufficient · 4
$12,995107,239 mi

Comparison: 4 similar vehicles

Niagara Falls, NY

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Niagara Falls, NY

Unscored
$12,995167,385 mi

Comparison: 18 similar vehicles

Niagara Falls, NY

2019 Jeep Compass Latitude

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

2019 Jeep Compass Latitude

Niagara Falls, NY

Fair PriceLimited · 17
$13,118Mileage not verified

Market: $12,674 – $17,962

Comparison: 17 similar vehicles

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

Niagara Falls, NY

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Niagara Falls, NY

Fair PriceLimited · 19
$13,14368,816 mi

Market: $11,336 – $14,495

Comparison: 19 similar vehicles

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

Niagara Falls, NY

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Niagara Falls, NY

Great DealLimited · 11
$13,17099,102 mi

Market: $14,999 – $21,239

Comparison: 11 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 84 days listed (based on current market benchmarks)

Niagara Falls, NY

2017 Kia Forte LX

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

2017 Kia Forte LX

Niagara Falls, NY

OverpricedModerate · 23
$13,49582,556 mi

Market: $4,595 – $12,990

Comparison: 23 similar vehicles

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

Niagara Falls, NY

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Niagara Falls, NY

Unscored
$13,49972,233 mi

Comparison: 5 similar vehicles

Niagara Falls, NY

2021 Subaru Forester Base

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

2021 Subaru Forester Base

Niagara Falls, NY

Unscored
$13,500131,000 mi

Comparison: 7 similar vehicles

Niagara Falls, NY

2018 GMC Terrain SLE

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

2018 GMC Terrain SLE

Niagara Falls, NY

Fair PriceModerate · 24
$13,700105,911 mi

Market: $12,811 – $17,661

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Niagara Falls, NY

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Niagara Falls, NY

Fair PriceLimited · 14
$13,87642,703 mi

Market: $13,904 – $15,990

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 5 days listed (based on current market benchmarks)

Niagara Falls, NY

2019 Dodge Grand Caravan SE

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

2019 Dodge Grand Caravan SE

Niagara Falls, NY

Unscored
$13,99079,878 mi

Comparison: 5 similar vehicles

Niagara Falls, NY

2021 Chevrolet Equinox 2FL

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

2021 Chevrolet Equinox 2FL

Niagara Falls, NY

Unscored
$13,995135,614 mi

Comparison: 7 similar vehicles

Niagara Falls, NY

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Niagara Falls, NY

Fair PriceRobust · 55
$13,995116,634 mi

Market: $12,973 – $14,790

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Niagara Falls, NY

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Niagara Falls, NY

Unscored
$13,995120,306 mi

Comparison: 42 similar vehicles

Niagara Falls, NY

2018 Dodge Journey Crossroad

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

2018 Dodge Journey Crossroad

Niagara Falls, NY

Unscored
$13,995129,003 mi

Comparison: 10 similar vehicles

Niagara Falls, NY

2017 Subaru Outback Premium

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

2017 Subaru Outback Premium

Niagara Falls, NY

Fair PriceModerate · 21
$13,99573,050 mi

Market: $7,024 – $16,500

Comparison: 21 similar vehicles

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

Niagara Falls, NY

2015 Lincoln MKC Base

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

2015 Lincoln MKC Base

Niagara Falls, NY

Fair PriceModerate · 20
$13,995102,975 mi

Market: $6,995 – $17,326

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Niagara Falls, NY

2014 Toyota Corolla LE

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

2014 Toyota Corolla LE

Niagara Falls, NY

Unscored
$13,995130,516 mi

Comparison: 8 similar vehicles

Niagara Falls, NY

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Niagara Falls, NY

UnscoredInsufficient · 0
$14,29032,202 mi

Niagara Falls, NY

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Niagara Falls, NY

Unscored
$14,495124,781 mi

Comparison: 14 similar vehicles

Niagara Falls, NY

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Niagara Falls, NY

OverpricedLimited · 19
$14,495111,369 mi

Market: $11,336 – $13,377

Comparison: 19 similar vehicles

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

Niagara Falls, NY

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Niagara Falls, NY

Fair PriceModerate · 22
$14,495114,153 mi

Market: $9,499 – $17,295

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Niagara Falls, NY

2018 Hyundai Kona SEL

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

2018 Hyundai Kona SEL

Niagara Falls, NY

Fair PriceLimited · 10
$14,49594,841 mi

Market: $6,800 – $15,474

Comparison: 10 similar vehicles

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

Niagara Falls, NY

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Niagara Falls, NY

Unscored
$14,49592,222 mi

Comparison: 6 similar vehicles

Niagara Falls, NY

2013 Toyota Venza LE

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

2013 Toyota Venza LE

Niagara Falls, NY

UnscoredInsufficient · 4
$14,495116,322 mi

Comparison: 4 similar vehicles

Niagara Falls, NY

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Niagara Falls, NY

Fair PriceRobust · 69
$14,795103,965 mi

Market: $8,000 – $16,988

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1011 days listed (based on current market benchmarks)

Niagara Falls, NY

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Niagara Falls, NY

Unscored
$14,96565,630 mi

Comparison: 15 similar vehicles

Niagara Falls, NY

2020 Ford Ecosport SE

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

2020 Ford Ecosport SE

Niagara Falls, NY

Unscored
$14,97730,958 mi

Comparison: 9 similar vehicles

Niagara Falls, 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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