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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 22, 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

104 listings found

2007 Chevrolet Cobalt LS

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

2007 Chevrolet Cobalt LS

Springfield, IL

UnscoredLimited · 5
$1,897226,738 mi

Comparison: 5 similar vehicles

Springfield, IL

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Springfield, IL

UnscoredLimited · 7
$5,995203,000 mi

Comparison: 7 similar vehicles

Springfield, IL

2008 Scion tC Base

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

2008 Scion tC Base

Springfield, IL

UnscoredInsufficient · 0
$5,995132,000 mi

Springfield, IL

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Springfield, IL

UnscoredInsufficient · 3
$5,995119,921 mi

Comparison: 3 similar vehicles

Springfield, IL

2001 Audi TT Base

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

2001 Audi TT Base

Springfield, IL

UnscoredInsufficient · 0
$6,355123,615 mi

Springfield, IL

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Springfield, IL

UnscoredInsufficient · 4
$6,995187,000 mi

Comparison: 4 similar vehicles

Springfield, IL

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Springfield, IL

UnscoredLimited · 5
$7,355117,062 mi

Comparison: 5 similar vehicles

Springfield, IL

2004 Honda Accord EX

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

2004 Honda Accord EX

Springfield, IL

Fair PriceLimited · 10
$7,49572,021 mi

Market: $2,977 – $7,995

Comparison: 10 similar vehicles

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

Springfield, IL

2015 Kia Forte Koup EX

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

2015 Kia Forte Koup EX

Beardstown, IL

UnscoredInsufficient · 0
$8,990107,499 mi

Beardstown, IL

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Springfield, IL

UnscoredLimited · 11
$9,995155,000 mi

Comparison: 11 similar vehicles

Springfield, IL

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Springfield, IL

Fair PriceLimited · 11
$9,995117,000 mi

Market: $5,595 – $17,389

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Springfield, IL

2011 Ford Mustang V6

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

2011 Ford Mustang V6

Springfield, IL

UnscoredLimited · 9
$10,355104,720 mi

Comparison: 9 similar vehicles

Springfield, IL

2009 BMW 6 Series 650i

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

2009 BMW 6 Series 650i

Springfield, IL

UnscoredInsufficient · 0
$10,99563,532 mi

Springfield, IL

2014 Chevrolet Camaro 2LT

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

2014 Chevrolet Camaro 2LT

Beardstown, IL

UnscoredLimited · 6
$12,99077,038 mi

Comparison: 6 similar vehicles

Beardstown, IL

2008 Ford Mustang GT Deluxe

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

2008 Ford Mustang GT Deluxe

Springfield, IL

UnscoredLimited · 6
$12,995109,400 mi

Comparison: 6 similar vehicles

Springfield, IL

2016 Chevrolet Camaro 2LT

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

2016 Chevrolet Camaro 2LT

Springfield, IL

UnscoredModerate · 23
$12,999121,517 mi

Comparison: 23 similar vehicles

Springfield, IL

2014 Audi S5 Premium Plus

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

2014 Audi S5 Premium Plus

Springfield, IL

UnscoredInsufficient · 0
$13,995113,847 mi

Springfield, IL

1998 Chevrolet Corvette Base

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

1998 Chevrolet Corvette Base

Springfield, IL

Great DealLimited · 17
$14,39587,622 mi

Market: $15,302 – $18,267

Comparison: 17 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 3 days listed (based on current market benchmarks)

Springfield, IL

2017 Mercedes-Benz C-Class C300

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

2017 Mercedes-Benz C-Class C300

Springfield, IL

UnscoredModerate · 33
$14,995126,541 mi

Comparison: 33 similar vehicles

Springfield, IL

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Springfield, IL

Fair PriceLimited · 11
$15,99573,999 mi

Market: $5,595 – $17,389

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Springfield, IL

2019 Honda Civic Sport

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

2019 Honda Civic Sport

Springfield, IL

Fair PriceModerate · 27
$17,998106,907 mi

Market: $9,999 – $23,450

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Springfield, IL

2013 Dodge Challenger R/T Classic

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

2013 Dodge Challenger R/T Classic

Springfield, IL

UnscoredInsufficient · 0
$19,99575,984 mi

Springfield, IL

2013 Ford Mustang GT

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

2013 Ford Mustang GT

Springfield, IL

UnscoredInsufficient · 0
$20,40279,336 mi

Springfield, IL

2009 Dodge Challenger SRT8

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

2009 Dodge Challenger SRT8

Springfield, IL

UnscoredInsufficient · 0
$21,99570,847 mi

Springfield, IL

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Springfield, IL

UnscoredInsufficient · 0
$23,41368,265 mi

Springfield, IL

2020 Mercedes-Benz C-Class Coupe C300

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

2020 Mercedes-Benz C-Class Coupe C300

Springfield, IL

UnscoredInsufficient · 0
$23,49565,322 mi

Springfield, IL

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Springfield, IL

Fair PriceLimited · 17
$25,99544,783 mi

Market: $24,365 – $26,078

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Springfield, IL

2019 Dodge Challenger R/T

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

2019 Dodge Challenger R/T

Jacksonville, IL

UnscoredInsufficient · 0
$26,37240,022 mi

Jacksonville, IL

2018 Chevrolet Camaro 2SS

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

2018 Chevrolet Camaro 2SS

Springfield, IL

Fair PriceLimited · 12
$26,99593,482 mi

Market: $24,900 – $34,567

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Springfield, IL

2019 Dodge Challenger R/T

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

2019 Dodge Challenger R/T

Springfield, IL

UnscoredInsufficient · 4
$26,99858,256 mi

Comparison: 4 similar vehicles

Springfield, IL

2015 Ford Mustang GT

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

2015 Ford Mustang GT

Springfield, IL

UnscoredLimited · 7
$26,99862,698 mi

Comparison: 7 similar vehicles

Springfield, IL

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Springfield, IL

Fair PriceRobust · 54
$30,455Mileage not verified

Market: $30,990 – $43,615

Comparison: 54 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 127 days listed (based on current market benchmarks)

Springfield, IL

2024 Ford Mustang EcoBoost Premium

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

2024 Ford Mustang EcoBoost Premium

Springfield, IL

Fair PriceLimited · 15
$30,76020,179 mi

Market: $30,524 – $32,368

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Springfield, IL

2014 Maserati GranTurismo MC

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

2014 Maserati GranTurismo MC

Springfield, IL

UnscoredInsufficient · 0
$30,97531,893 mi

Springfield, IL

2016 Ford Mustang GT Premium

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

2016 Ford Mustang GT Premium

Springfield, IL

UnscoredInsufficient · 0
$31,99532,995 mi

Springfield, IL

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Virden, IL

UnscoredLimited · 7
$31,99837,014 mi

Comparison: 7 similar vehicles

Virden, IL

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Jerseyville, IL

UnscoredLimited · 6
$32,995Mileage not verified

Comparison: 6 similar vehicles

Jerseyville, IL

2020 Ford Mustang GT

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

2020 Ford Mustang GT

Springfield, IL

UnscoredInsufficient · 0
$32,99519,027 mi

Springfield, IL

2026 Mazda MX-5 Miata RF Grand Touring

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

2026 Mazda MX-5 Miata RF Grand Touring

Springfield, IL

UnscoredInsufficient · 0
$34,861648 mi

Springfield, IL

2016 Dodge Challenger SRT

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

2016 Dodge Challenger SRT

Springfield, IL

UnscoredLimited · 5
$34,995117,247 mi

Comparison: 5 similar vehicles

Springfield, IL

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

Litchfield, IL

Fair PriceLimited · 11
$37,857Mileage not verified

Market: $38,392 – $50,420

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 456 days listed (based on current market benchmarks)

Litchfield, IL

2021 Dodge Challenger R/T

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

2021 Dodge Challenger R/T

Jacksonville, IL

Fair PriceLimited · 13
$37,99862,167 mi

Market: $22,277 – $88,866

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Jacksonville, IL

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

Springfield, IL

Fair PriceRobust · 55
$38,2987,808 mi

Market: $34,867 – $88,866

Comparison: 55 similar vehicles

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

Springfield, 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

Springfield, IL

Fair PriceModerate · 27
$38,725Mileage not verified

Market: $35,656 – $50,630

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Springfield, IL

2015 Chevrolet Corvette Base

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

2015 Chevrolet Corvette Base

Springfield, IL

UnscoredInsufficient · 0
$38,97546,343 mi

Springfield, IL

2021 Dodge Challenger R/T

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

2021 Dodge Challenger R/T

Springfield, IL

Fair PriceLimited · 11
$39,99521,529 mi

Market: $33,995 – $44,078

Comparison: 11 similar vehicles

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

Springfield, IL

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

Jerseyville, IL

UnscoredInsufficient · 0
$41,917Mileage not verified

Jerseyville, IL

2027 Porsche 911 GTS

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

2027 Porsche 911 GTS

Springfield, IL

UnscoredLimited · 7
$42,650Mileage not verified

Comparison: 7 similar vehicles

Springfield, IL

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Springfield, IL

UnscoredInsufficient · 3
$43,615Mileage not verified

Comparison: 3 similar vehicles

Springfield, IL

2026 Honda Prelude Base

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

2026 Honda Prelude Base

Springfield, IL

Fair PriceRobust · 85
$44,262Mileage not verified

Market: $40,217 – $49,041

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Springfield, 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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