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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

274 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

Dowagiac, MI

Unscored
$4,900215,002 mi

Comparison: 38 similar vehicles

Dowagiac, MI

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Dowagiac, MI

Unscored
$4,995141,935 mi

Comparison: 5 similar vehicles

Dowagiac, MI

2011 Jeep Compass Latitude

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

2011 Jeep Compass Latitude

Dowagiac, MI

Unscored
$4,995129,887 mi

Comparison: 5 similar vehicles

Dowagiac, MI

2007 Ford Explorer Sport Trac XLT

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

2007 Ford Explorer Sport Trac XLT

Dowagiac, MI

Unscored
$5,029227,745 mi

Comparison: 9 similar vehicles

Dowagiac, MI

2015 Chevrolet Spark LS

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

2015 Chevrolet Spark LS

Dowagiac, MI

Fair PriceLimited · 13
$5,995102,809 mi

Market: $4,950 – $12,490

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 195 days listed (based on current market benchmarks)

Dowagiac, MI

2014 Ford Escape S

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

2014 Ford Escape S

Dowagiac, MI

Unscored
$5,995130,164 mi

Comparison: 24 similar vehicles

Dowagiac, MI

2008 Toyota Camry Solara SLE

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

2008 Toyota Camry Solara SLE

Dowagiac, MI

Unscored
$5,99599,800 mi

Comparison: 9 similar vehicles

Dowagiac, MI

2013 Chevrolet Impala LTZ

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

2013 Chevrolet Impala LTZ

Dowagiac, MI

Unscored
$6,295134,790 mi

Comparison: 50 similar vehicles

Dowagiac, MI

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Dowagiac, MI

UnscoredInsufficient · 3
$6,495143,005 mi

Comparison: 3 similar vehicles

Dowagiac, MI

1988 Ford Mustang

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

1988 Ford Mustang

Dowagiac, MI

UnscoredInsufficient · 0
$7,90040,494 mi

Dowagiac, MI

2013 Chrysler 300 Motown

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

2013 Chrysler 300 Motown

Dowagiac, MI

UnscoredInsufficient · 0
$7,995114,450 mi

Dowagiac, MI

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Dowagiac, MI

Unscored
$7,995134,054 mi

Comparison: 9 similar vehicles

Dowagiac, MI

2003 Chevrolet Silverado 1500 LT

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

2003 Chevrolet Silverado 1500 LT

Dowagiac, MI

UnscoredInsufficient · 4
$8,309267,430 mi

Comparison: 4 similar vehicles

Dowagiac, MI

2019 Ford Fusion Hybrid SE

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

2019 Ford Fusion Hybrid SE

Dowagiac, MI

Unscored
$9,309145,620 mi

Comparison: 38 similar vehicles

Dowagiac, MI

2018 Land Rover Range Rover Evoque SE

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

2018 Land Rover Range Rover Evoque SE

Dowagiac, MI

Unscored
$9,478174,000 mi

Comparison: 8 similar vehicles

Dowagiac, MI

2015 Jeep Cherokee Limited

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

2015 Jeep Cherokee Limited

Dowagiac, MI

Unscored
$9,480124,597 mi

Comparison: 11 similar vehicles

Dowagiac, MI

2018 Ford Fiesta SE

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

2018 Ford Fiesta SE

Dowagiac, MI

UnscoredInsufficient · 3
$9,83358,535 mi

Comparison: 3 similar vehicles

Dowagiac, MI

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Dowagiac, MI

Fair PriceRobust · 89
$9,900107,921 mi

Market: $5,484 – $13,299

Comparison: 89 similar vehicles

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

Dowagiac, MI

2013 Ford E-Series Econoline Van Commercial

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

2013 Ford E-Series Econoline Van Commercial

Dowagiac, MI

Unscored
$9,900174,721 mi

Comparison: 24 similar vehicles

Dowagiac, MI

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Dowagiac, MI

Unscored
$9,995127,927 mi

Comparison: 10 similar vehicles

Dowagiac, MI

2017 Ford Escape SE

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

2017 Ford Escape SE

Dowagiac, MI

Fair PriceModerate · 22
$10,309102,273 mi

Market: $7,956 – $13,309

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Dowagiac, MI

2016 Chevrolet Equinox LS

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

2016 Chevrolet Equinox LS

Dowagiac, MI

UnscoredInsufficient · 3
$10,309141,185 mi

Comparison: 3 similar vehicles

Dowagiac, MI

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Dowagiac, MI

UnscoredInsufficient · 3
$10,309163,792 mi

Comparison: 3 similar vehicles

Dowagiac, MI

2011 Ford F-250 Super Duty XL

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

2011 Ford F-250 Super Duty XL

Dowagiac, MI

Fair PriceModerate · 27
$10,309111,114 mi

Market: $4,309 – $27,500

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Dowagiac, MI

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Dowagiac, MI

Unscored
$10,995129,687 mi

Comparison: 15 similar vehicles

Dowagiac, MI

2018 Ford Escape Titanium

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

2018 Ford Escape Titanium

Dowagiac, MI

Great DealLimited · 12
$10,995112,550 mi

Market: $14,995 – $15,309

Comparison: 12 similar vehicles

Competitively priced ~27% below the typical range compared to similar vehicles · 41 days listed (based on current market benchmarks)

Dowagiac, MI

2015 GMC Yukon XL SLT

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

2015 GMC Yukon XL SLT

Dowagiac, MI

Unscored
$11,309192,487 mi

Comparison: 20 similar vehicles

Dowagiac, MI

2014 Cadillac SRX Premium Collection

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

2014 Cadillac SRX Premium Collection

Dowagiac, MI

UnscoredInsufficient · 4
$11,309118,123 mi

Comparison: 4 similar vehicles

Dowagiac, MI

2020 Chevrolet Equinox 1FL

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

2020 Chevrolet Equinox 1FL

Dowagiac, MI

Fair PriceLimited · 15
$11,700111,890 mi

Market: $7,995 – $16,995

Comparison: 15 similar vehicles

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

Dowagiac, MI

No Photo

2019 Buick Encore Sport Touring

Dowagiac, MI

Fair PriceRobust · 57
$11,900113,778 mi

Market: $7,900 – $16,088

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 187 days listed (based on current market benchmarks)

Dowagiac, MI

No Photo

2018 Toyota Yaris iA Base

Dowagiac, MI

Fair PriceModerate · 24
$11,900112,254 mi

Market: $6,900 – $12,493

Comparison: 24 similar vehicles

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

Dowagiac, MI

2014 BMW i3 Base

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

2014 BMW i3 Base

Dowagiac, MI

UnscoredInsufficient · 4
$11,90051,204 mi

Comparison: 4 similar vehicles

Dowagiac, MI

2018 Ford Escape SE

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

2018 Ford Escape SE

Dowagiac, MI

Fair PriceLimited · 11
$11,90978,695 mi

Market: $6,473 – $12,795

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Dowagiac, MI

2016 Subaru Outback Premium

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

2016 Subaru Outback Premium

Dowagiac, MI

Fair PriceLimited · 12
$12,995104,375 mi

Market: $10,995 – $12,999

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Dowagiac, MI

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

Dowagiac, MI

Unscored
$13,387210,498 mi

Comparison: 78 similar vehicles

Dowagiac, MI

2021 Ford Escape SE

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

2021 Ford Escape SE

Dowagiac, MI

Unscored
$13,90697,075 mi

Comparison: 6 similar vehicles

Dowagiac, MI

No Photo

2022 Chevrolet Trax LS

Dowagiac, MI

Fair PriceLimited · 14
$14,90052,277 mi

Market: $14,480 – $20,508

Comparison: 14 similar vehicles

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

Dowagiac, MI

No Photo

2020 Kia Soul X-Line

Dowagiac, MI

Fair PriceLimited · 15
$14,90084,777 mi

Market: $6,985 – $16,395

Comparison: 15 similar vehicles

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

Dowagiac, MI

No Photo

2017 Volkswagen Tiguan Limited Base

Dowagiac, MI

UnscoredInsufficient · 0
$14,90057,830 mi

Dowagiac, MI

No Photo

2016 Honda Civic EX

Dowagiac, MI

Fair PriceRobust · 50
$14,90068,552 mi

Market: $7,304 – $19,990

Comparison: 50 similar vehicles

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

Dowagiac, MI

2014 Jeep Wrangler Unlimited Sport

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

2014 Jeep Wrangler Unlimited Sport

Dowagiac, MI

Fair PriceRobust · 114
$14,99589,697 mi

Market: $9,450 – $22,500

Comparison: 114 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Dowagiac, MI

2004 Volkswagen New Beetle GLS

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

2004 Volkswagen New Beetle GLS

Dowagiac, MI

UnscoredInsufficient · 0
$15,00051,204 mi

Dowagiac, MI

1986 Chevrolet El Camino

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

1986 Chevrolet El Camino

Dowagiac, MI

UnscoredInsufficient · 0
$15,000Mileage not verified

Dowagiac, MI

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Dowagiac, MI

OverpricedLimited · 19
$15,34465,441 mi

Market: $5,995 – $13,750

Comparison: 19 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Dowagiac, MI

2022 Nissan Sentra SV

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

2022 Nissan Sentra SV

Dowagiac, MI

Fair PriceModerate · 38
$15,81882,797 mi

Market: $9,999 – $19,548

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Dowagiac, MI

2019 Ford Taurus Limited

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

2019 Ford Taurus Limited

Dowagiac, MI

Unscored
$16,309124,304 mi

Comparison: 41 similar vehicles

Dowagiac, 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

Dowagiac, MI

Fair PriceRobust · 74
$16,80096,423 mi

Market: $11,295 – $22,271

Comparison: 74 similar vehicles

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

Dowagiac, MI

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Dowagiac, MI

UnscoredInsufficient · 3
$17,30916,853 mi

Comparison: 3 similar vehicles

Dowagiac, MI

2018 Cadillac ATS Sedan Base

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

2018 Cadillac ATS Sedan Base

Dowagiac, MI

Fair PriceLimited · 16
$17,30997,483 mi

Market: $12,367 – $17,388

Comparison: 16 similar vehicles

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

Dowagiac, MI

2021 Hyundai Kona SEL

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

2021 Hyundai Kona SEL

Dowagiac, MI

UnscoredInsufficient · 0
$17,90040,489 mi

Dowagiac, 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 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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