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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 · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

146 listings found

No Photo

1997 Cadillac Eldorado Base

Manchester, IA

UnscoredInsufficient · 0
$5,850Mileage not verified

Manchester, IA

2007 Mitsubishi Eclipse GT

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

2007 Mitsubishi Eclipse GT

Cedar Rapids, IA

Salvage title
$6,495181,068 mi

Cedar Rapids, IA

2010 Honda Accord EX-L

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

2010 Honda Accord EX-L

Cedar Rapids, IA

UnscoredLimited · 18
$6,500164,260 mi

Comparison: 18 similar vehicles

Cedar Rapids, IA

No Photo

2010 Kia Forte Koup EX

Manchester, IA

UnscoredLimited · 6
$6,850112,216 mi

Comparison: 6 similar vehicles

Manchester, IA

2000 Chevrolet Camaro Base

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

2000 Chevrolet Camaro Base

Clinton, IA

UnscoredInsufficient · 0
$6,999126,389 mi

Clinton, IA

2002 Chevrolet Camaro Base

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

2002 Chevrolet Camaro Base

Davenport, IA

UnscoredInsufficient · 0
$7,407113,947 mi

Davenport, IA

1999 Volvo C70 Base

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

1999 Volvo C70 Base

Iowa City, IA

UnscoredInsufficient · 0
$7,500132,800 mi

Iowa City, IA

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Davenport, IA

UnscoredLimited · 9
$7,939174,163 mi

Comparison: 9 similar vehicles

Davenport, IA

2009 Chevrolet Cobalt LS

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

2009 Chevrolet Cobalt LS

Cedar Rapids, IA

UnscoredInsufficient · 0
$7,950133,391 mi

Cedar Rapids, IA

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Davenport, IA

UnscoredLimited · 12
$7,999176,719 mi

Comparison: 12 similar vehicles

Davenport, IA

2011 Chevrolet Camaro 2LS

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

2011 Chevrolet Camaro 2LS

East Moline, IL

UnscoredInsufficient · 0
$8,050166,300 mi

East Moline, IL

2012 Honda Civic EX

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

2012 Honda Civic EX

Milan, IL

UnscoredModerate · 27
$8,495137,036 mi

Comparison: 27 similar vehicles

Milan, IL

2012 Honda Civic EX-L

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

2012 Honda Civic EX-L

Rock Island, IL

UnscoredInsufficient · 4
$8,900111,000 mi

Comparison: 4 similar vehicles

Rock Island, IL

2012 Honda Civic EX

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

2012 Honda Civic EX

Dubuque, IA

UnscoredModerate · 28
$8,950121,000 mi

Comparison: 28 similar vehicles

Dubuque, IA

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Davenport, IA

UnscoredInsufficient · 4
$9,75076,903 mi

Comparison: 4 similar vehicles

Davenport, IA

2011 Ford Mustang V6

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

2011 Ford Mustang V6

Davenport, IA

Fair PriceLimited · 10
$9,800103,698 mi

Market: $5,595 – $17,590

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Davenport, IA

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Davenport, IA

UnscoredInsufficient · 4
$9,900119,285 mi

Comparison: 4 similar vehicles

Davenport, IA

2015 Kia Forte Koup SX

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

2015 Kia Forte Koup SX

Muscatine, IA

UnscoredInsufficient · 0
$9,99598,245 mi

Muscatine, IA

2010 Honda Accord EX

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

2010 Honda Accord EX

Davenport, IA

OverpricedLimited · 18
$9,995160,000 mi

Market: $5,995 – $7,995

Comparison: 18 similar vehicles

Priced ~25% above the typical market range for similar vehicles (based on current market benchmarks)

Davenport, IA

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Davenport, IA

UnscoredLimited · 9
$10,27993,439 mi

Comparison: 9 similar vehicles

Davenport, IA

2008 Audi TT Base

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

2008 Audi TT Base

Bettendorf, IA

UnscoredInsufficient · 0
$10,930108,169 mi

Bettendorf, IA

2012 Ford Mustang V6 Premium

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

2012 Ford Mustang V6 Premium

Davenport, IA

UnscoredInsufficient · 3
$12,000107,952 mi

Comparison: 3 similar vehicles

Davenport, IA

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Rock Island, IL

UnscoredLimited · 5
$12,50066,073 mi

Comparison: 5 similar vehicles

Rock Island, IL

2010 Ford Mustang GT

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

2010 Ford Mustang GT

Dubuque, IA

UnscoredLimited · 12
$12,500134,471 mi

Comparison: 12 similar vehicles

Dubuque, IA

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Davenport, IA

UnscoredLimited · 6
$12,88385,443 mi

Comparison: 6 similar vehicles

Davenport, IA

2007 Chrysler Crossfire Base

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

2007 Chrysler Crossfire Base

Cedar Rapids, IA

UnscoredInsufficient · 0
$12,95065,202 mi

Cedar Rapids, IA

2016 BMW 4 Series 428i

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

2016 BMW 4 Series 428i

East Dubuque, IL

Fair PriceModerate · 21
$13,97193,581 mi

Market: $10,609 – $20,491

Comparison: 21 similar vehicles

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

East Dubuque, IL

2007 Ford Mustang GT Deluxe

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

2007 Ford Mustang GT Deluxe

Bettendorf, IA

UnscoredLimited · 7
$13,99865,767 mi

Comparison: 7 similar vehicles

Bettendorf, IA

2016 Honda Civic EX

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

2016 Honda Civic EX

Davenport, IA

Fair PriceModerate · 30
$14,900104,179 mi

Market: $8,962 – $19,990

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Davenport, IA

2015 Chevrolet Camaro 2LT

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

2015 Chevrolet Camaro 2LT

Davenport, IA

Fair PriceLimited · 11
$15,820104,438 mi

Market: $7,995 – $18,338

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Davenport, IA

2005 Ford Mustang GT Premium

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

2005 Ford Mustang GT Premium

Iowa City, IA

UnscoredInsufficient · 0
$16,40054,403 mi

Iowa City, IA

2005 Chevrolet Corvette Base

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

2005 Chevrolet Corvette Base

Cedar Rapids, IA

Great DealLimited · 10
$16,500105,380 mi

Market: $19,486 – $27,900

Comparison: 10 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 88 days listed (based on current market benchmarks)

Cedar Rapids, IA

2014 Ford Mustang GT Premium

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

2014 Ford Mustang GT Premium

Davenport, IA

UnscoredLimited · 11
$16,99993,892 mi

Comparison: 11 similar vehicles

Davenport, IA

2014 Chevrolet Camaro 2LT

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

2014 Chevrolet Camaro 2LT

Marion, IA

UnscoredInsufficient · 0
$17,99542,157 mi

Marion, IA

2016 Nissan 370Z Coupe Sport Tech

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

2016 Nissan 370Z Coupe Sport Tech

Iowa City, IA

UnscoredInsufficient · 0
$19,88088,190 mi

Iowa City, IA

2013 Ford Mustang GT Premium

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

2013 Ford Mustang GT Premium

Muscatine, IA

UnscoredLimited · 6
$19,99587,890 mi

Comparison: 6 similar vehicles

Muscatine, IA

2018 Dodge Challenger GT

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

2018 Dodge Challenger GT

Muscatine, IA

Fair PriceLimited · 11
$20,300108,092 mi

Market: $12,998 – $23,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Muscatine, IA

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Rock Island, IL

Salvage title
$20,90021,695 mi

Rock Island, IL

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Clinton, IA

UnscoredLimited · 9
$22,59560,817 mi

Comparison: 9 similar vehicles

Clinton, IA

2020 Honda Civic EX

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

2020 Honda Civic EX

Iowa City, IA

UnscoredLimited · 9
$22,89063,242 mi

Comparison: 9 similar vehicles

Iowa City, IA

2005 Chevrolet Corvette Base

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

2005 Chevrolet Corvette Base

Pleasant Valley, IA

Fair PriceModerate · 28
$23,49546,527 mi

Market: $23,776 – $24,990

Comparison: 28 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 34 days listed (based on current market benchmarks)

Pleasant Valley, IA

2016 Chevrolet Camaro 2LT

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

2016 Chevrolet Camaro 2LT

Manchester, IA

UnscoredInsufficient · 0
$23,77129,479 mi

Manchester, IA

2005 Chevrolet Corvette Base

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

2005 Chevrolet Corvette Base

Swisher, IA

Fair PriceModerate · 21
$24,90042,290 mi

Market: $23,347 – $24,990

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Swisher, IA

2019 Audi S5 Coupe Prestige

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

2019 Audi S5 Coupe Prestige

Iowa City, IA

UnscoredInsufficient · 0
$24,92093,536 mi

Iowa City, IA

2007 Ford Mustang GT Premium

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

2007 Ford Mustang GT Premium

Clinton, IA

UnscoredInsufficient · 0
$25,69543,498 mi

Clinton, IA

2017 Jaguar F-TYPE S

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

2017 Jaguar F-TYPE S

Dubuque, IA

UnscoredInsufficient · 0
$26,05085,704 mi

Dubuque, IA

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Clinton, IA

UnscoredInsufficient · 3
$26,69566,137 mi

Comparison: 3 similar vehicles

Clinton, IA

2015 Lexus RC 350

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

2015 Lexus RC 350

Davenport, IA

UnscoredInsufficient · 0
$26,78857,575 mi

Davenport, IA

2023 Subaru BRZ Limited

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

2023 Subaru BRZ Limited

Cedar Rapids, IA

UnscoredInsufficient · 0
$27,43333,787 mi

Cedar Rapids, IA

2013 Audi RS 5 Base

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

2013 Audi RS 5 Base

Iowa City, IA

UnscoredInsufficient · 0
$27,92066,184 mi

Iowa City, IA

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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