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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

472 listings found

2007 Lexus ES 350

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

2007 Lexus ES 350

Benton Harbor, MI

Unscored
$4,900215,002 mi

Comparison: 41 similar vehicles

Benton Harbor, MI

2017 Kia Sportage EX

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

2017 Kia Sportage EX

Benton Harbor, MI

Unscored
$7,186169,417 mi

Comparison: 55 similar vehicles

Benton Harbor, MI

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Benton Harbor, MI

Unscored
$7,270121,951 mi

Comparison: 93 similar vehicles

Benton Harbor, MI

2017 Dodge Journey SE

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

2017 Dodge Journey SE

Benton Harbor, MI

Unscored
$7,995164,930 mi

Comparison: 61 similar vehicles

Benton Harbor, MI

2014 Mazda CX-5 Sport

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

2014 Mazda CX-5 Sport

Benton Harbor, MI

Unscored
$8,270187,154 mi

Comparison: 7 similar vehicles

Benton Harbor, MI

2010 Honda Odyssey EX-L

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

2010 Honda Odyssey EX-L

Benton Harbor, MI

UnscoredInsufficient · 4
$8,270142,560 mi

Comparison: 4 similar vehicles

Benton Harbor, MI

2013 Dodge Grand Caravan Crew

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

2013 Dodge Grand Caravan Crew

Benton Harbor, MI

Unscored
$8,99999,407 mi

Comparison: 9 similar vehicles

Benton Harbor, MI

2010 Cadillac DTS Base

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

2010 Cadillac DTS Base

Benton Harbor, MI

UnscoredInsufficient · 0
$9,63073,752 mi

Benton Harbor, MI

2014 Mazda MAZDA6 i Grand Touring

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

2014 Mazda MAZDA6 i Grand Touring

Benton Harbor, MI

Unscored
$9,656144,758 mi

Comparison: 19 similar vehicles

Benton Harbor, MI

2014 Chevrolet Impala 1LZ

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

2014 Chevrolet Impala 1LZ

Benton Harbor, MI

Unscored
$9,664145,312 mi

Comparison: 41 similar vehicles

Benton Harbor, MI

2011 Ford F-150 XL

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

2011 Ford F-150 XL

Benton Harbor, MI

UnscoredInsufficient · 4
$9,685131,690 mi

Comparison: 4 similar vehicles

Benton Harbor, MI

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Benton Harbor, MI

Fair PriceRobust · 85
$9,900107,921 mi

Market: $5,484 – $13,299

Comparison: 85 similar vehicles

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

Benton Harbor, MI

2019 Mitsubishi Mirage SE

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

2019 Mitsubishi Mirage SE

Benton Harbor, MI

UnscoredInsufficient · 0
$9,90079,601 mi

Benton Harbor, MI

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Benton Harbor, MI

Unscored
$9,999104,773 mi

Comparison: 5 similar vehicles

Benton Harbor, MI

2013 Toyota Prius Persona Series

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

2013 Toyota Prius Persona Series

Benton Harbor, MI

UnscoredInsufficient · 0
$10,270119,459 mi

Benton Harbor, MI

2006 Toyota Tundra SR5

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

2006 Toyota Tundra SR5

Benton Harbor, MI

Unscored
$10,270216,499 mi

Comparison: 9 similar vehicles

Benton Harbor, MI

2013 GMC Sierra 1500 SLT

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

2013 GMC Sierra 1500 SLT

Benton Harbor, MI

Unscored
$10,499202,120 mi

Comparison: 30 similar vehicles

Benton Harbor, MI

2014 Honda Odyssey EX

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

2014 Honda Odyssey EX

Benton Harbor, MI

Fair PriceLimited · 15
$11,27099,237 mi

Market: $3,995 – $14,995

Comparison: 15 similar vehicles

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

Benton Harbor, MI

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Benton Harbor, MI

Unscored
$11,499144,214 mi

Comparison: 242 similar vehicles

Benton Harbor, MI

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

Benton Harbor, MI

Unscored
$11,900134,425 mi

Comparison: 146 similar vehicles

Benton Harbor, MI

2018 Dodge Journey Crossroad

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

2018 Dodge Journey Crossroad

Benton Harbor, MI

Fair PriceModerate · 46
$11,90097,429 mi

Market: $4,995 – $18,595

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 275 days listed (based on current market benchmarks)

Benton Harbor, MI

2017 INFINITI QX60 Base

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

2017 INFINITI QX60 Base

Benton Harbor, MI

Unscored
$11,998131,241 mi

Comparison: 55 similar vehicles

Benton Harbor, MI

2018 Nissan Altima SL

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

2018 Nissan Altima SL

Benton Harbor, MI

Unscored
$11,999123,182 mi

Comparison: 31 similar vehicles

Benton Harbor, MI

2014 Ford Explorer Base

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

2014 Ford Explorer Base

Benton Harbor, MI

Unscored
$11,999130,175 mi

Comparison: 38 similar vehicles

Benton Harbor, MI

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Benton Harbor, MI

Fair PriceRobust · 104
$12,00080,699 mi

Market: $3,500 – $12,995

Comparison: 104 similar vehicles

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

Benton Harbor, MI

2017 Subaru Forester Premium

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

2017 Subaru Forester Premium

Benton Harbor, MI

Unscored
$12,418135,781 mi

Comparison: 96 similar vehicles

Benton Harbor, MI

2017 GMC Terrain SLE-2

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

2017 GMC Terrain SLE-2

Benton Harbor, MI

Fair PriceRobust · 80
$12,49996,750 mi

Market: $5,995 – $17,275

Comparison: 80 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 351 days listed (based on current market benchmarks)

Benton Harbor, MI

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Benton Harbor, MI

Unscored
$12,996114,376 mi

Comparison: 5 similar vehicles

Benton Harbor, MI

2017 Chevrolet Impala 1LT

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

2017 Chevrolet Impala 1LT

Benton Harbor, MI

UnscoredInsufficient · 4
$12,999120,000 mi

Comparison: 4 similar vehicles

Benton Harbor, MI

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Benton Harbor, MI

Fair PriceRobust · 242
$12,99980,549 mi

Market: $2,313 – $14,366

Comparison: 242 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 462 days listed (based on current market benchmarks)

Benton Harbor, MI

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Benton Harbor, MI

Unscored
$12,999130,054 mi

Comparison: 59 similar vehicles

Benton Harbor, MI

2014 Jeep Cherokee Limited

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

2014 Jeep Cherokee Limited

Benton Harbor, MI

UnscoredInsufficient · 0
$13,79057,169 mi

Benton Harbor, MI

2017 Chevrolet Express Cargo Work Van

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

2017 Chevrolet Express Cargo Work Van

Benton Harbor, MI

Unscored
$13,900159,811 mi

Comparison: 70 similar vehicles

Benton Harbor, MI

2008 Pontiac Solstice Base

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

2008 Pontiac Solstice Base

Benton Harbor, MI

UnscoredInsufficient · 0
$13,90098,837 mi

Benton Harbor, MI

2019 Honda Odyssey EX-L

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

2019 Honda Odyssey EX-L

Benton Harbor, MI

Fair PriceRobust · 244
$13,999100,760 mi

Market: $8,500 – $28,397

Comparison: 244 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 189 days listed (based on current market benchmarks)

Benton Harbor, MI

2016 Chevrolet Silverado 1500 LT Z71

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

2016 Chevrolet Silverado 1500 LT Z71

Benton Harbor, MI

Fair PriceModerate · 48
$14,599Mileage not verified

Market: $9,500 – $31,750

Comparison: 48 similar vehicles

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

Benton Harbor, MI

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Benton Harbor, MI

Unscored
$14,77591,156 mi

Comparison: 6 similar vehicles

Benton Harbor, MI

2022 Chevrolet Trax LS

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

2022 Chevrolet Trax LS

Benton Harbor, MI

Fair PriceLimited · 16
$14,90052,277 mi

Market: $12,995 – $20,508

Comparison: 16 similar vehicles

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

Benton Harbor, MI

2016 Honda Civic EX

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

2016 Honda Civic EX

Benton Harbor, MI

Fair PriceRobust · 59
$14,90068,552 mi

Market: $7,304 – $19,290

Comparison: 59 similar vehicles

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

Benton Harbor, MI

2016 Dodge Durango SXT Plus

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

2016 Dodge Durango SXT Plus

Benton Harbor, MI

Unscored
$14,998114,189 mi

Comparison: 5 similar vehicles

Benton Harbor, MI

2017 Ford Explorer Sport

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

2017 Ford Explorer Sport

Benton Harbor, MI

Unscored
$14,999134,159 mi

Comparison: 107 similar vehicles

Benton Harbor, MI

1986 Chevrolet El Camino

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

1986 Chevrolet El Camino

Benton Harbor, MI

UnscoredInsufficient · 0
$15,000Mileage not verified

Benton Harbor, MI

2019 Jeep Compass Limited

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

2019 Jeep Compass Limited

Benton Harbor, MI

Fair PriceRobust · 214
$15,99877,908 mi

Market: $5,900 – $19,403

Comparison: 214 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

Benton Harbor, MI

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Benton Harbor, MI

Unscored
$15,999138,005 mi

Comparison: 5 similar vehicles

Benton Harbor, MI

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Benton Harbor, MI

UnscoredInsufficient · 3
$15,99985,232 mi

Comparison: 3 similar vehicles

Benton Harbor, MI

2016 Cadillac SRX Luxury Collection

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

2016 Cadillac SRX Luxury Collection

Benton Harbor, MI

Unscored
$15,999150,160 mi

Comparison: 42 similar vehicles

Benton Harbor, MI

2018 Chevrolet Impala 1LT

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

2018 Chevrolet Impala 1LT

Benton Harbor, MI

Fair PriceRobust · 62
$16,66165,071 mi

Market: $3,300 – $18,525

Comparison: 62 similar vehicles

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

Benton Harbor, MI

2019 Chevrolet Colorado Work Truck

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

2019 Chevrolet Colorado Work Truck

Benton Harbor, MI

Fair PriceModerate · 47
$16,80096,423 mi

Market: $11,295 – $22,271

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Benton Harbor, MI

2018 Chevrolet Express Cargo Work Van

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

2018 Chevrolet Express Cargo Work Van

Benton Harbor, MI

Fair PriceModerate · 49
$16,99990,081 mi

Market: $8,000 – $22,448

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 512 days listed (based on current market benchmarks)

Benton Harbor, MI

2018 Ford Edge Titanium

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

2018 Ford Edge Titanium

Benton Harbor, MI

Fair PriceRobust · 106
$17,27062,082 mi

Market: $6,500 – $19,940

Comparison: 106 similar vehicles

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

Benton Harbor, MI

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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