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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

454 listings found

2007 Dodge Grand Caravan SXT

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

2007 Dodge Grand Caravan SXT

Batavia, NY

UnscoredInsufficient · 0
$3,495198,300 mi

Batavia, NY

2001 GMC Yukon XL SLE

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

2001 GMC Yukon XL SLE

Batavia, NY

UnscoredInsufficient · 0
$4,100207,000 mi

Batavia, NY

2007 Dodge Grand Caravan SXT

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

2007 Dodge Grand Caravan SXT

Batavia, NY

UnscoredInsufficient · 0
$4,995114,400 mi

Batavia, NY

2006 Jeep Grand Cherokee Laredo

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

2006 Jeep Grand Cherokee Laredo

Batavia, NY

UnscoredInsufficient · 4
$5,495160,000 mi

Comparison: 4 similar vehicles

Batavia, NY

2005 Honda Element EX

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

2005 Honda Element EX

Batavia, NY

UnscoredInsufficient · 0
$5,495220,000 mi

Batavia, NY

2005 Dodge Dakota SLT

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

2005 Dodge Dakota SLT

Batavia, NY

UnscoredInsufficient · 0
$5,900200,000 mi

Batavia, NY

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Batavia, NY

UnscoredInsufficient · 0
$7,995116,000 mi

Batavia, NY

2015 Buick Encore Convenience

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

2015 Buick Encore Convenience

Batavia, NY

Unscored
$8,90088,956 mi

Comparison: 6 similar vehicles

Batavia, NY

2007 Toyota 4Runner SR5

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

2007 Toyota 4Runner SR5

Batavia, NY

UnscoredInsufficient · 0
$8,900200,000 mi

Batavia, NY

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Batavia, NY

Fair PriceModerate · 25
$9,52581,056 mi

Market: $7,995 – $13,790

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 188 days listed (based on current market benchmarks)

Batavia, NY

2013 Chrysler Town & Country Touring-L

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

2013 Chrysler Town & Country Touring-L

Batavia, NY

Unscored
$10,049147,919 mi

Comparison: 6 similar vehicles

Batavia, NY

2017 Chevrolet Trax LS

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

2017 Chevrolet Trax LS

Batavia, NY

Unscored
$10,12570,766 mi

Comparison: 7 similar vehicles

Batavia, NY

2017 Ford Escape SE

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

2017 Ford Escape SE

Batavia, NY

Fair PriceModerate · 33
$10,52582,653 mi

Market: $8,999 – $13,290

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Batavia, NY

2017 Ford Escape SE

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

2017 Ford Escape SE

Batavia, NY

Fair PriceModerate · 33
$10,88580,988 mi

Market: $8,999 – $13,290

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Batavia, NY

2018 Dodge Journey GT

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

2018 Dodge Journey GT

Batavia, NY

UnscoredInsufficient · 4
$10,988103,292 mi

Comparison: 4 similar vehicles

Batavia, NY

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Batavia, NY

Fair PriceLimited · 10
$11,42581,419 mi

Market: $10,984 – $14,125

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Batavia, NY

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Batavia, NY

Great DealLimited · 10
$11,72588,886 mi

Market: $12,990 – $13,326

Comparison: 10 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 58 days listed (based on current market benchmarks)

Batavia, NY

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Batavia, NY

UnscoredInsufficient · 0
$11,92554,654 mi

Batavia, NY

2017 Ford Escape SE

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

2017 Ford Escape SE

Batavia, NY

Fair PriceModerate · 33
$12,12572,907 mi

Market: $8,999 – $13,290

Comparison: 33 similar vehicles

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

Batavia, NY

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Batavia, NY

Unscored
$12,12580,149 mi

Comparison: 6 similar vehicles

Batavia, NY

2019 Ford Explorer Limited

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

2019 Ford Explorer Limited

Batavia, NY

UnscoredInsufficient · 3
$12,889123,610 mi

Comparison: 3 similar vehicles

Batavia, NY

2018 Kia Optima LX

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

2018 Kia Optima LX

Batavia, NY

UnscoredInsufficient · 0
$13,12551,016 mi

Batavia, NY

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

Batavia, NY

UnscoredInsufficient · 3
$13,12578,537 mi

Comparison: 3 similar vehicles

Batavia, NY

2016 Honda Civic Touring

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

2016 Honda Civic Touring

Batavia, NY

UnscoredInsufficient · 0
$13,500101,726 mi

Batavia, NY

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Batavia, NY

Fair PriceRobust · 91
$13,58587,195 mi

Market: $8,995 – $17,990

Comparison: 91 similar vehicles

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

Batavia, 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

Batavia, NY

Fair PriceModerate · 47
$13,80090,043 mi

Market: $11,468 – $16,969

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 193 days listed (based on current market benchmarks)

Batavia, NY

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Batavia, NY

Fair PriceModerate · 24
$13,92569,851 mi

Market: $10,995 – $15,875

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Batavia, NY

2016 Toyota Camry XLE

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

2016 Toyota Camry XLE

Batavia, NY

UnscoredInsufficient · 4
$13,945109,920 mi

Comparison: 4 similar vehicles

Batavia, NY

2020 Hyundai Kona Ultimate

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

2020 Hyundai Kona Ultimate

Batavia, NY

UnscoredInsufficient · 0
$14,07398,723 mi

Batavia, NY

2022 Nissan Sentra SV

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

2022 Nissan Sentra SV

Batavia, NY

Unscored
$14,12577,696 mi

Comparison: 13 similar vehicles

Batavia, NY

2019 Jeep Compass Latitude

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

2019 Jeep Compass Latitude

Batavia, NY

Fair PriceModerate · 31
$14,12590,512 mi

Market: $13,159 – $18,137

Comparison: 31 similar vehicles

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

Batavia, NY

2018 Ford Escape SE

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

2018 Ford Escape SE

Batavia, NY

UnscoredInsufficient · 0
$14,12552,183 mi

Batavia, NY

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Batavia, NY

OverpricedLimited · 10
$14,12564,485 mi

Market: $10,984 – $11,425

Comparison: 10 similar vehicles

Priced ~24% above the typical market range for similar vehicles (based on current market benchmarks)

Batavia, NY

2016 Mazda MAZDA3 i Sport

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

2016 Mazda MAZDA3 i Sport

Batavia, NY

Unscored
$14,12571,833 mi

Comparison: 8 similar vehicles

Batavia, NY

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Batavia, NY

Unscored
$14,12586,657 mi

Comparison: 7 similar vehicles

Batavia, NY

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Batavia, NY

Unscored
$14,14465,227 mi

Comparison: 5 similar vehicles

Batavia, NY

2021 Jeep Compass Latitude

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

2021 Jeep Compass Latitude

Batavia, NY

UnscoredInsufficient · 3
$14,38780,168 mi

Comparison: 3 similar vehicles

Batavia, NY

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Batavia, NY

Fair PriceRobust · 88
$14,70162,533 mi

Market: $8,995 – $17,990

Comparison: 88 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Batavia, NY

2018 Kia Optima SX

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

2018 Kia Optima SX

Batavia, NY

UnscoredInsufficient · 0
$14,92562,347 mi

Batavia, NY

2016 Mazda MAZDA6 i Touring

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

2016 Mazda MAZDA6 i Touring

Batavia, NY

Unscored
$14,92564,074 mi

Comparison: 8 similar vehicles

Batavia, NY

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Batavia, NY

OverpricedLimited · 10
$15,06675,386 mi

Market: $7,200 – $14,990

Comparison: 10 similar vehicles

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

Batavia, NY

2020 Kia FORTE LXS

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

2020 Kia FORTE LXS

Batavia, NY

UnscoredInsufficient · 0
$15,12550,032 mi

Batavia, NY

2019 Ford Escape SE

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

2019 Ford Escape SE

Batavia, NY

Unscored
$15,12547,101 mi

Comparison: 5 similar vehicles

Batavia, NY

2018 Ford Edge Titanium

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

2018 Ford Edge Titanium

Batavia, NY

Great DealLimited · 11
$15,12580,100 mi

Market: $16,281 – $17,470

Comparison: 11 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 13 days listed (based on current market benchmarks)

Batavia, NY

2016 Cadillac SRX Performance Collection

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

2016 Cadillac SRX Performance Collection

Batavia, NY

UnscoredInsufficient · 3
$15,12568,085 mi

Comparison: 3 similar vehicles

Batavia, NY

2017 Jeep Wrangler Unlimited Winter

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

2017 Jeep Wrangler Unlimited Winter

Batavia, NY

UnscoredInsufficient · 0
$15,300124,275 mi

Batavia, NY

2020 Ford Escape SE

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

2020 Ford Escape SE

Batavia, NY

Fair PriceRobust · 86
$15,42570,166 mi

Market: $9,989 – $17,136

Comparison: 86 similar vehicles

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

Batavia, NY

2018 GMC Terrain SLE

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

2018 GMC Terrain SLE

Batavia, NY

Fair PriceModerate · 34
$15,90095,956 mi

Market: $8,900 – $17,836

Comparison: 34 similar vehicles

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

Batavia, NY

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Batavia, NY

UnscoredInsufficient · 0
$16,10350,887 mi

Batavia, NY

2021 Jeep Compass Sport

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

2021 Jeep Compass Sport

Batavia, NY

UnscoredInsufficient · 3
$16,12563,570 mi

Comparison: 3 similar vehicles

Batavia, 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 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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