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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 7, 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

643 listings found

2013 Dodge Grand Caravan SXT

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

2013 Dodge Grand Caravan SXT

Fort Madison, IA

Unscored
$4,000Mileage not verified

Comparison: 10 similar vehicles

Fort Madison, IA

2004 Chevrolet Colorado Z85

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

2004 Chevrolet Colorado Z85

Fort Madison, IA

UnscoredInsufficient · 0
$4,490222,416 mi

Fort Madison, IA

2008 Cadillac DTS 1SA

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

2008 Cadillac DTS 1SA

Fort Madison, IA

UnscoredInsufficient · 0
$5,000Mileage not verified

Fort Madison, IA

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Fort Madison, IA

Unscored
$5,500199,886 mi

Comparison: 15 similar vehicles

Fort Madison, IA

2006 Ford Escape Limited

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

2006 Ford Escape Limited

Fort Madison, IA

Salvage title
$5,900Mileage not verified

Fort Madison, IA

2003 Toyota Prius Base

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

2003 Toyota Prius Base

Fort Madison, IA

UnscoredInsufficient · 0
$5,900102,579 mi

Fort Madison, IA

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

Fort Madison, IA

Salvage title
$5,950205,733 mi

Fort Madison, IA

2015 Mitsubishi Mirage DE

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

2015 Mitsubishi Mirage DE

Fort Madison, IA

UnscoredInsufficient · 0
$6,900148,691 mi

Fort Madison, IA

2012 Kia Soul Base

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

2012 Kia Soul Base

Fort Madison, IA

Unscored
$6,902124,863 mi

Comparison: 7 similar vehicles

Fort Madison, IA

2017 Ford Escape SE

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

2017 Ford Escape SE

Fort Madison, IA

Unscored
$6,980154,978 mi

Comparison: 9 similar vehicles

Fort Madison, IA

2012 Volkswagen Passat SEL

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

2012 Volkswagen Passat SEL

Fort Madison, IA

UnscoredInsufficient · 3
$7,987163,263 mi

Comparison: 3 similar vehicles

Fort Madison, IA

2012 GMC Canyon SLE2

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

2012 GMC Canyon SLE2

Fort Madison, IA

UnscoredInsufficient · 0
$7,995Mileage not verified

Fort Madison, IA

2015 Kia Optima LX

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

2015 Kia Optima LX

Fort Madison, IA

Fair PriceLimited · 15
$8,333114,963 mi

Market: $6,495 – $38,446

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Fort Madison, IA

2015 Kia Soul Base

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

2015 Kia Soul Base

Fort Madison, IA

Unscored
$8,495111,980 mi

Comparison: 7 similar vehicles

Fort Madison, IA

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Fort Madison, IA

Unscored
$8,713147,003 mi

Comparison: 39 similar vehicles

Fort Madison, IA

2015 Kia Optima EX

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

2015 Kia Optima EX

Fort Madison, IA

Fair PriceModerate · 21
$8,900112,027 mi

Market: $5,700 – $10,408

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 473 days listed (based on current market benchmarks)

Fort Madison, IA

2008 MINI Cooper S

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

2008 MINI Cooper S

Fort Madison, IA

UnscoredInsufficient · 0
$8,900117,851 mi

Fort Madison, IA

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Fort Madison, IA

Unscored
$8,987121,482 mi

Comparison: 146 similar vehicles

Fort Madison, IA

2012 Subaru Forester X Limited

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

2012 Subaru Forester X Limited

Fort Madison, IA

UnscoredInsufficient · 3
$8,989142,302 mi

Comparison: 3 similar vehicles

Fort Madison, IA

2013 Honda Fit Sport

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

2013 Honda Fit Sport

Fort Madison, IA

UnscoredInsufficient · 0
$9,153155,631 mi

Fort Madison, IA

2012 Honda CR-V EX

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

2012 Honda CR-V EX

Fort Madison, IA

Unscored
$9,400203,268 mi

Comparison: 11 similar vehicles

Fort Madison, IA

2017 Ford Escape SE

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

2017 Ford Escape SE

Fort Madison, IA

Unscored
$9,877127,291 mi

Comparison: 9 similar vehicles

Fort Madison, IA

2018 Kia Sportage LX

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

2018 Kia Sportage LX

Fort Madison, IA

Fair PriceModerate · 34
$9,98799,392 mi

Market: $7,495 – $13,995

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Fort Madison, IA

2016 Buick Encore Base

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

2016 Buick Encore Base

Fort Madison, IA

UnscoredInsufficient · 3
$9,987112,086 mi

Comparison: 3 similar vehicles

Fort Madison, IA

1986 Chevrolet Corvette

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

1986 Chevrolet Corvette

Fort Madison, IA

UnscoredInsufficient · 0
$9,99156,028 mi

Fort Madison, IA

2018 Ford Escape Titanium

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

2018 Ford Escape Titanium

Fort Madison, IA

Unscored
$10,495122,357 mi

Comparison: 57 similar vehicles

Fort Madison, IA

2013 BMW X3 xDrive28i

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

2013 BMW X3 xDrive28i

Fort Madison, IA

Unscored
$10,75096,098 mi

Comparison: 8 similar vehicles

Fort Madison, IA

2020 Dodge Journey SE

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

2020 Dodge Journey SE

Fort Madison, IA

Unscored
$10,755130,842 mi

Comparison: 37 similar vehicles

Fort Madison, IA

2016 Chevrolet Malibu Hybrid

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

2016 Chevrolet Malibu Hybrid

Fort Madison, IA

UnscoredInsufficient · 0
$10,900161,701 mi

Fort Madison, IA

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Fort Madison, IA

Fair PriceRobust · 72
$10,98793,439 mi

Market: $5,995 – $16,584

Comparison: 72 similar vehicles

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

Fort Madison, IA

2014 Buick Encore Leather

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

2014 Buick Encore Leather

Fort Madison, IA

OverpricedLimited · 10
$10,98786,237 mi

Market: $4,800 – $8,995

Comparison: 10 similar vehicles

Priced ~22% above the typical market range for similar vehicles (based on current market benchmarks)

Fort Madison, IA

2014 Chrysler 200 Limited

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

2014 Chrysler 200 Limited

Fort Madison, IA

UnscoredInsufficient · 0
$10,99154,657 mi

Fort Madison, IA

2012 Toyota Prius Five

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

2012 Toyota Prius Five

Fort Madison, IA

UnscoredInsufficient · 0
$11,200165,395 mi

Fort Madison, IA

2019 GMC Acadia SLE-1

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

2019 GMC Acadia SLE-1

Fort Madison, IA

Unscored
$11,582160,054 mi

Comparison: 22 similar vehicles

Fort Madison, IA

2023 Chevrolet Malibu 1LS

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

2023 Chevrolet Malibu 1LS

Fort Madison, IA

Unscored
$11,835140,374 mi

Comparison: 6 similar vehicles

Fort Madison, IA

2016 Dodge Grand Caravan American Value Package

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

2016 Dodge Grand Caravan American Value Package

Fort Madison, IA

Fair PriceLimited · 14
$11,99171,267 mi

Market: $3,950 – $14,495

Comparison: 14 similar vehicles

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

Fort Madison, IA

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Fort Madison, IA

Fair PriceModerate · 25
$12,873115,061 mi

Market: $10,995 – $17,403

Comparison: 25 similar vehicles

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

Fort Madison, IA

2012 GMC Canyon SLE

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

2012 GMC Canyon SLE

Fort Madison, IA

UnscoredInsufficient · 0
$12,900159,803 mi

Fort Madison, IA

2017 GMC Acadia Limited Base

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

2017 GMC Acadia Limited Base

Fort Madison, IA

Fair PriceModerate · 41
$12,987110,744 mi

Market: $6,995 – $17,985

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Fort Madison, IA

2016 GMC Terrain Denali

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

2016 GMC Terrain Denali

Fort Madison, IA

Unscored
$12,991134,444 mi

Comparison: 13 similar vehicles

Fort Madison, IA

2014 INFINITI QX80 Base

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

2014 INFINITI QX80 Base

Fort Madison, IA

UnscoredInsufficient · 0
$13,300152,860 mi

Fort Madison, IA

2018 Dodge Charger SXT

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

2018 Dodge Charger SXT

Fort Madison, IA

Unscored
$13,413139,602 mi

Comparison: 7 similar vehicles

Fort Madison, IA

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

Fort Madison, IA

Fair PriceRobust · 60
$13,776102,882 mi

Market: $10,500 – $22,900

Comparison: 60 similar vehicles

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

Fort Madison, IA

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Fort Madison, IA

Fair PriceModerate · 47
$13,95795,781 mi

Market: $6,200 – $16,995

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Fort Madison, IA

2019 Chevrolet Equinox Premier

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

2019 Chevrolet Equinox Premier

Fort Madison, IA

Fair PriceRobust · 113
$13,987110,674 mi

Market: $10,353 – $19,995

Comparison: 113 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Fort Madison, IA

2017 Jeep Cherokee Limited

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

2017 Jeep Cherokee Limited

Fort Madison, IA

Fair PriceModerate · 40
$13,98794,758 mi

Market: $8,950 – $16,600

Comparison: 40 similar vehicles

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

Fort Madison, IA

2017 GMC Acadia SLE-2

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

2017 GMC Acadia SLE-2

Fort Madison, IA

Unscored
$13,99196,020 mi

Comparison: 9 similar vehicles

Fort Madison, IA

2023 Jeep Compass Latitude

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

2023 Jeep Compass Latitude

Fort Madison, IA

Unscored
$14,513155,769 mi

Comparison: 14 similar vehicles

Fort Madison, IA

2007 Toyota FJ Cruiser Base

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

2007 Toyota FJ Cruiser Base

Fort Madison, IA

Unscored
$14,630163,633 mi

Comparison: 25 similar vehicles

Fort Madison, IA

2021 Jeep Renegade Limited

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

2021 Jeep Renegade Limited

Fort Madison, IA

UnscoredInsufficient · 0
$14,90090,976 mi

Fort Madison, IA

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 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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