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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 21, 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

51 listings found

No Photo

1997 Cadillac Eldorado Base

Manchester, IA

UnscoredInsufficient · 0
$5,850Mileage not verified

Manchester, IA

No Photo

2010 Kia Forte Koup EX

Manchester, IA

UnscoredLimited · 6
$6,850112,216 mi

Comparison: 6 similar vehicles

Manchester, IA

2007 Chevrolet Cobalt LT

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

2007 Chevrolet Cobalt LT

Mount Carroll, IL

UnscoredInsufficient · 3
$6,939106,851 mi

Comparison: 3 similar vehicles

Mount Carroll, IL

2011 Chevrolet Camaro 2LS

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

2011 Chevrolet Camaro 2LS

Mount Carroll, IL

UnscoredInsufficient · 0
$8,050166,300 mi

Mount Carroll, 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 Honda Civic LX

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

2010 Honda Civic LX

Stockton, IL

Fair PriceLimited · 17
$11,80166,807 mi

Market: $3,409 – $11,982

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Stockton, IL

2013 Ford Mustang V6 Premium

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

2013 Ford Mustang V6 Premium

Boscobel, WI

UnscoredInsufficient · 4
$13,67966,502 mi

Comparison: 4 similar vehicles

Boscobel, WI

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

Platteville, WI

Fair PriceLimited · 13
$13,97193,581 mi

Market: $10,609 – $20,491

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Platteville, WI

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

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

2018 Dodge Challenger GT

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

2018 Dodge Challenger GT

Stockton, IL

UnscoredInsufficient · 0
$25,90330,293 mi

Stockton, IL

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

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
$26,19543,498 mi

Clinton, 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

2024 Toyota GR86 Premium

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

2024 Toyota GR86 Premium

Mount Carroll, IL

UnscoredInsufficient · 0
$28,84265,548 mi

Mount Carroll, IL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Dubuque, IA

Fair PriceRobust · 76
$36,813Mileage not verified

Market: $35,428 – $88,866

Comparison: 76 similar vehicles

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

Dubuque, IA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Dubuque, IA

Fair PriceRobust · 403
$37,940Mileage not verified

Market: $19,250 – $88,866

Comparison: 403 similar vehicles

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

Dubuque, IA

2021 Ford Mustang GT

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

2021 Ford Mustang GT

Manchester, IA

UnscoredInsufficient · 0
$38,34228,423 mi

Manchester, IA

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Dubuque, IA

UnscoredLimited · 8
$40,674Mileage not verified

Comparison: 8 similar vehicles

Dubuque, IA

2023 Dodge Challenger R/T

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

2023 Dodge Challenger R/T

Maquoketa, IA

Fair PriceModerate · 29
$42,17915,002 mi

Market: $32,971 – $88,866

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Maquoketa, IA

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Dubuque, IA

UnscoredLimited · 8
$42,232Mileage not verified

Comparison: 8 similar vehicles

Dubuque, IA

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Guttenberg, IA

UnscoredInsufficient · 3
$42,805Mileage not verified

Comparison: 3 similar vehicles

Guttenberg, IA

2022 Ford Mustang GT Premium

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

2022 Ford Mustang GT Premium

Boscobel, WI

Fair PriceModerate · 36
$42,90022,646 mi

Market: $38,498 – $88,866

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Boscobel, WI

2023 Dodge Challenger R/T

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

2023 Dodge Challenger R/T

Darlington, WI

Fair PriceModerate · 31
$42,92619,360 mi

Market: $32,971 – $88,866

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 182 days listed (based on current market benchmarks)

Darlington, WI

2021 Ford Mustang Mach 1

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

2021 Ford Mustang Mach 1

Mount Carroll, IL

UnscoredInsufficient · 0
$43,19241,367 mi

Mount Carroll, IL

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Elkader, IA

UnscoredLimited · 7
$43,249Mileage not verified

Comparison: 7 similar vehicles

Elkader, IA

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Maquoketa, IA

UnscoredLimited · 6
$43,797Mileage not verified

Comparison: 6 similar vehicles

Maquoketa, IA

2007 Chevrolet Corvette Z06

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

2007 Chevrolet Corvette Z06

Dubuque, IA

UnscoredInsufficient · 0
$45,00061,000 mi

Dubuque, IA

2001 Ford Mustang GT Deluxe

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

2001 Ford Mustang GT Deluxe

Clarence, IA

UnscoredInsufficient · 0
$46,9002,849 mi

Clarence, IA

2023 Dodge Challenger R/T

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

2023 Dodge Challenger R/T

Stockton, IL

Fair PriceModerate · 33
$47,4036,615 mi

Market: $34,990 – $88,866

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Stockton, IL

2024 Ford Mustang GT Premium

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

2024 Ford Mustang GT Premium

East Dubuque, IL

Fair PriceModerate · 38
$47,499378 mi

Market: $41,712 – $88,866

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

East Dubuque, IL

2024 Ford Mustang GT Premium

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

2024 Ford Mustang GT Premium

Guttenberg, IA

Fair PriceLimited · 11
$48,17024,496 mi

Market: $38,962 – $88,866

Comparison: 11 similar vehicles

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

Guttenberg, IA

2010 Dodge Challenger SRT8

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

2010 Dodge Challenger SRT8

Clarence, IA

UnscoredInsufficient · 0
$49,90016,929 mi

Clarence, IA

2023 Dodge Challenger R/T

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

2023 Dodge Challenger R/T

Mount Carroll, IL

UnscoredInsufficient · 3
$51,49119,505 mi

Comparison: 3 similar vehicles

Mount Carroll, IL

2021 Dodge Challenger SRT

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

2021 Dodge Challenger SRT

Maquoketa, IA

UnscoredInsufficient · 4
$56,79213,775 mi

Comparison: 4 similar vehicles

Maquoketa, IA

2022 Chevrolet Corvette 1LT

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

2022 Chevrolet Corvette 1LT

Elkader, IA

UnscoredInsufficient · 0
$59,17025,431 mi

Elkader, IA

2013 Chevrolet Camaro ZL1

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

2013 Chevrolet Camaro ZL1

Clarence, IA

UnscoredInsufficient · 4
$59,9001,241 mi

Comparison: 4 similar vehicles

Clarence, IA

2024 Chevrolet Corvette 1LT

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

2024 Chevrolet Corvette 1LT

Dubuque, IA

Fair PriceModerate · 30
$60,0956,186 mi

Market: $60,409 – $88,866

Comparison: 30 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 53 days listed (based on current market benchmarks)

Dubuque, IA

2022 Chevrolet Corvette 2LT

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

2022 Chevrolet Corvette 2LT

Dubuque, IA

Fair PriceLimited · 16
$63,4227,430 mi

Market: $61,087 – $69,795

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Dubuque, IA

2022 Chevrolet Corvette 2LT

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

2022 Chevrolet Corvette 2LT

Clarence, IA

Fair PriceLimited · 15
$64,900252 mi

Market: $61,087 – $72,485

Comparison: 15 similar vehicles

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

Clarence, IA

2020 Dodge Challenger SRT

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

2020 Dodge Challenger SRT

Dubuque, IA

UnscoredInsufficient · 0
$66,9994,913 mi

Dubuque, IA

2026 Chevrolet Corvette 1LT

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

2026 Chevrolet Corvette 1LT

DeWitt, IA

Fair PriceRobust · 58
$69,988802 mi

Market: $64,962 – $88,866

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

DeWitt, IA

2022 Dodge Challenger SRT

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

2022 Dodge Challenger SRT

Stockton, IL

UnscoredLimited · 9
$70,3012,477 mi

Comparison: 9 similar vehicles

Stockton, IL

2024 Chevrolet Corvette 3LT

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

2024 Chevrolet Corvette 3LT

Mount Carroll, IL

Fair PriceModerate · 26
$70,40919,247 mi

Market: $64,500 – $78,656

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Mount Carroll, IL

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Hazel Green, WI

UnscoredInsufficient · 3
$109,075Mileage not verified

Comparison: 3 similar vehicles

Hazel Green, WI

2025 Ford Mustang GT Premium

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

2025 Ford Mustang GT Premium

Mount Carroll, IL

UnscoredInsufficient · 3
$110,285Mileage not verified

Comparison: 3 similar vehicles

Mount Carroll, IL

2027 Chevrolet Corvette 3LT

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

2027 Chevrolet Corvette 3LT

Platteville, WI

Fair PriceRobust · 101
$110,420Mileage not verified

Market: $83,165 – $152,708

Comparison: 101 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Platteville, WI

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Dyersville, IA

Fair PriceModerate · 33
$128,760Mileage not verified

Market: $96,279 – $175,978

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Dyersville, IA

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Dubuque, IA

Fair PriceRobust · 231
$131,084Mileage not verified

Market: $64,968 – $306,750

Comparison: 231 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Dubuque, IA

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Mount Carroll, IL

Fair PriceModerate · 22
$175,522Mileage not verified

Market: $57,240 – $177,467

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 194 days listed (based on current market benchmarks)

Mount Carroll, IL

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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