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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

87 listings found

2013 Honda Civic LX

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

2013 Honda Civic LX

Evansville, IN

UnscoredModerate · 44
$6,450149,168 mi

Comparison: 44 similar vehicles

Evansville, IN

2005 Mercedes-Benz CLK-Class CLK500

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

2005 Mercedes-Benz CLK-Class CLK500

Evansville, IN

UnscoredInsufficient · 0
$7,451180,465 mi

Evansville, IN

1998 Cadillac Eldorado Base

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

1998 Cadillac Eldorado Base

Evansville, IN

UnscoredInsufficient · 0
$9,25094,625 mi

Evansville, IN

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Chandler, IN

UnscoredLimited · 8
$9,950135,156 mi

Comparison: 8 similar vehicles

Chandler, IN

2009 Jaguar XK Series XK Coupe

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

2009 Jaguar XK Series XK Coupe

Evansville, IN

UnscoredInsufficient · 0
$9,999211,886 mi

Evansville, IN

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Evansville, IN

UnscoredModerate · 32
$10,750121,959 mi

Comparison: 32 similar vehicles

Evansville, IN

2017 Cadillac ATS Coupe Premium Performance

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

2017 Cadillac ATS Coupe Premium Performance

Evansville, IN

Salvage title
$12,74884,222 mi

Evansville, IN

2013 Chevrolet Camaro 1LS

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

2013 Chevrolet Camaro 1LS

Vincennes, IN

UnscoredInsufficient · 0
$12,995130,723 mi

Vincennes, IN

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Evansville, IN

Fair PriceModerate · 27
$13,947117,474 mi

Market: $10,000 – $22,895

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Evansville, IN

2011 BMW 1 Series 135i

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

2011 BMW 1 Series 135i

Evansville, IN

UnscoredInsufficient · 0
$13,950130,800 mi

Evansville, IN

2013 Chevrolet Camaro 2LT

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

2013 Chevrolet Camaro 2LT

Evansville, IN

UnscoredLimited · 7
$14,050139,599 mi

Comparison: 7 similar vehicles

Evansville, IN

2015 Subaru BRZ Limited

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

2015 Subaru BRZ Limited

Evansville, IN

OverpricedLimited · 11
$14,997122,801 mi

Market: $13,262 – $14,900

Comparison: 11 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Evansville, IN

2003 BMW M Series M3

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

2003 BMW M Series M3

Evansville, IN

UnscoredInsufficient · 0
$15,950142,900 mi

Evansville, IN

2011 Chevrolet Camaro 2SS

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

2011 Chevrolet Camaro 2SS

Evansville, IN

Salvage title
$16,74856,761 mi

Evansville, IN

2015 BMW 2 Series M235i

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

2015 BMW 2 Series M235i

Evansville, IN

UnscoredInsufficient · 0
$16,950100,600 mi

Evansville, IN

2017 Ford Mustang EcoBoost Premium

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

2017 Ford Mustang EcoBoost Premium

Evansville, IN

Fair PriceLimited · 15
$17,05093,641 mi

Market: $11,795 – $20,333

Comparison: 15 similar vehicles

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

Evansville, IN

2013 Nissan 370Z Coupe Touring

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

2013 Nissan 370Z Coupe Touring

Mount Vernon, IN

UnscoredInsufficient · 0
$18,25078,204 mi

Mount Vernon, IN

2019 Ford Mustang EcoBoost

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

2019 Ford Mustang EcoBoost

Evansville, IN

Fair PriceLimited · 19
$18,95081,882 mi

Market: $15,498 – $21,786

Comparison: 19 similar vehicles

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

Evansville, IN

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Evansville, IN

UnscoredModerate · 20
$19,900140,476 mi

Comparison: 20 similar vehicles

Evansville, IN

2006 Porsche Cayman S

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

2006 Porsche Cayman S

Evansville, IN

UnscoredInsufficient · 0
$19,900103,916 mi

Evansville, IN

2015 Ford Mustang GT Premium

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

2015 Ford Mustang GT Premium

Palestine, IL

Fair PriceModerate · 42
$19,99590,196 mi

Market: $13,950 – $27,950

Comparison: 42 similar vehicles

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

Palestine, IL

2021 Ford Mustang EcoBoost Premium

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

2021 Ford Mustang EcoBoost Premium

Mount Vernon, IN

UnscoredInsufficient · 0
$22,99048,153 mi

Mount Vernon, IN

2011 Chevrolet Camaro 2SS

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

2011 Chevrolet Camaro 2SS

Evansville, IN

UnscoredLimited · 6
$24,90052,098 mi

Comparison: 6 similar vehicles

Evansville, IN

2007 Chevrolet Corvette Base

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

2007 Chevrolet Corvette Base

Princeton, IN

UnscoredInsufficient · 0
$25,22978,110 mi

Princeton, IN

2015 BMW M4 Coupe Base

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

2015 BMW M4 Coupe Base

Evansville, IN

UnscoredInsufficient · 3
$25,999137,500 mi

Comparison: 3 similar vehicles

Evansville, IN

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Evansville, IN

UnscoredInsufficient · 0
$26,45040,645 mi

Evansville, IN

2006 Chevrolet Corvette Base

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

2006 Chevrolet Corvette Base

Evansville, IN

UnscoredInsufficient · 4
$28,81156,281 mi

Comparison: 4 similar vehicles

Evansville, IN

2015 Mercedes-Benz S-Class S550

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

2015 Mercedes-Benz S-Class S550

Evansville, IN

Fair PriceModerate · 25
$29,785104,311 mi

Market: $11,900 – $32,000

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Evansville, IN

2016 Lexus RC 350

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

2016 Lexus RC 350

Evansville, IN

UnscoredInsufficient · 0
$30,45057,079 mi

Evansville, IN

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

Evansville, IN

Fair PriceModerate · 28
$30,98922,547 mi

Market: $30,930 – $36,890

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Evansville, IN

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Evansville, IN

UnscoredInsufficient · 0
$31,97519,742 mi

Evansville, IN

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Mount Vernon, IN

UnscoredLimited · 9
$32,081Mileage not verified

Comparison: 9 similar vehicles

Mount Vernon, IN

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

Jasper, IN

Fair PriceRobust · 67
$32,4504,833 mi

Market: $29,108 – $43,245

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Jasper, IN

2024 BMW 2 Series 230i

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

2024 BMW 2 Series 230i

Evansville, IN

UnscoredInsufficient · 3
$33,31023,239 mi

Comparison: 3 similar vehicles

Evansville, IN

2020 Chevrolet Camaro LT1

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

2020 Chevrolet Camaro LT1

Evansville, IN

UnscoredInsufficient · 0
$33,56338,535 mi

Evansville, IN

2025 Ford Mustang EcoBoost

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

2025 Ford Mustang EcoBoost

Mount Vernon, IN

UnscoredInsufficient · 0
$34,235Mileage not verified

Mount Vernon, IN

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

Mount Vernon, IN

UnscoredLimited · 7
$35,952Mileage not verified

Comparison: 7 similar vehicles

Mount Vernon, IN

2003 Porsche 911 Carrera

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

2003 Porsche 911 Carrera

Evansville, IN

UnscoredInsufficient · 0
$35,97553,029 mi

Evansville, IN

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 Vernon, IN

Fair PriceModerate · 37
$35,99024,231 mi

Market: $31,200 – $56,789

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Mount Vernon, IN

2022 Ford Mustang GT

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

2022 Ford Mustang GT

Henderson, KY

UnscoredInsufficient · 0
$36,66928,561 mi

Henderson, KY

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

Mount Vernon, IN

UnscoredLimited · 7
$37,186Mileage not verified

Comparison: 7 similar vehicles

Mount Vernon, IN

2007 Ford Mustang Shelby GT500

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

2007 Ford Mustang Shelby GT500

Evansville, IN

UnscoredInsufficient · 0
$37,25030,915 mi

Evansville, IN

2023 Chevrolet Camaro LT1

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

2023 Chevrolet Camaro LT1

Carmi, IL

UnscoredInsufficient · 0
$37,30546,828 mi

Carmi, IL

2023 Chevrolet Camaro LT1

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

2023 Chevrolet Camaro LT1

Henderson, KY

Great DealLimited · 14
$37,47613,412 mi

Market: $39,314 – $41,368

Comparison: 14 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 58 days listed (based on current market benchmarks)

Henderson, KY

2022 Chevrolet Camaro LT1

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

2022 Chevrolet Camaro LT1

Evansville, IN

UnscoredInsufficient · 0
$37,89511,533 mi

Evansville, IN

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

Evansville, IN

UnscoredInsufficient · 0
$37,95655,422 mi

Evansville, IN

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Henderson, KY

Fair PriceModerate · 41
$38,123Mileage not verified

Market: $29,881 – $39,561

Comparison: 41 similar vehicles

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

Henderson, KY

2027 Subaru BRZ Limited

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

2027 Subaru BRZ Limited

Evansville, IN

UnscoredInsufficient · 3
$38,159Mileage not verified

Comparison: 3 similar vehicles

Evansville, IN

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

Mount Carmel, IL

Fair PriceRobust · 264
$38,346Mileage not verified

Market: $32,499 – $52,561

Comparison: 264 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Mount Carmel, IL

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

Mount Carmel, IL

Fair PriceRobust · 264
$38,425Mileage not verified

Market: $32,499 – $52,561

Comparison: 264 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 299 days listed (based on current market benchmarks)

Mount Carmel, 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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