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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

165 listings found

2004 Saturn ION 3

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

2004 Saturn ION 3

McLean, IL

UnscoredInsufficient · 0
$2,999Mileage not verified

McLean, IL

2008 BMW 3 Series 335i

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

2008 BMW 3 Series 335i

Armington, IL

UnscoredLimited · 7
$3,999185,603 mi

Comparison: 7 similar vehicles

Armington, IL

2005 Scion tC Base

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

2005 Scion tC Base

McLean, IL

UnscoredLimited · 13
$3,999174,251 mi

Comparison: 13 similar vehicles

McLean, IL

2004 Chevrolet Monte Carlo SS

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

2004 Chevrolet Monte Carlo SS

Bloomington, IL

UnscoredInsufficient · 0
$5,500134,000 mi

Bloomington, IL

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Spring Valley, IL

UnscoredLimited · 12
$5,595150,600 mi

Comparison: 12 similar vehicles

Spring Valley, IL

2011 Ford Mustang V6

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

2011 Ford Mustang V6

Spring Valley, IL

UnscoredLimited · 10
$5,595140,000 mi

Comparison: 10 similar vehicles

Spring Valley, IL

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Spring Valley, IL

UnscoredModerate · 23
$5,995191,000 mi

Comparison: 23 similar vehicles

Spring Valley, IL

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Pekin, IL

UnscoredLimited · 10
$9,586161,491 mi

Comparison: 10 similar vehicles

Pekin, IL

2011 Mercedes-Benz E-Class E350

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

2011 Mercedes-Benz E-Class E350

Bloomington, IL

Fair PriceLimited · 13
$9,58887,474 mi

Market: $7,995 – $14,978

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Bloomington, IL

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Bloomington, IL

UnscoredRobust · 50
$11,495125,079 mi

Comparison: 50 similar vehicles

Bloomington, IL

No Photo

2016 Ford Mustang EcoBoost Premium

Normal, IL

UnscoredRobust · 53
$12,900139,432 mi

Comparison: 53 similar vehicles

Normal, IL

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Bloomington, IL

Fair PriceLimited · 17
$13,486114,353 mi

Market: $13,194 – $16,999

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Bloomington, IL

2019 Dodge Challenger GT

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

2019 Dodge Challenger GT

Bloomington, IL

UnscoredInsufficient · 4
$13,995147,799 mi

Comparison: 4 similar vehicles

Bloomington, IL

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Peoria, IL

Fair PriceLimited · 15
$14,650116,091 mi

Market: $13,194 – $16,999

Comparison: 15 similar vehicles

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

Peoria, IL

2008 Ford Mustang GT Premium

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

2008 Ford Mustang GT Premium

Morton, IL

UnscoredInsufficient · 0
$14,912119,765 mi

Morton, IL

2014 Honda Accord EX-L V-6

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

2014 Honda Accord EX-L V-6

Canton, IL

OverpricedLimited · 11
$15,40181,883 mi

Market: $8,691 – $14,990

Comparison: 11 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Canton, IL

2018 Ford Mustang EcoBoost Premium

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

2018 Ford Mustang EcoBoost Premium

Bloomington, IL

Fair PriceModerate · 20
$15,49568,883 mi

Market: $13,995 – $19,590

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Bloomington, IL

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Bloomington, IL

Fair PriceRobust · 50
$15,79567,229 mi

Market: $7,200 – $18,990

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Bloomington, IL

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Morton, IL

UnscoredInsufficient · 3
$16,91278,382 mi

Comparison: 3 similar vehicles

Morton, IL

2015 Honda Accord EX-L

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

2015 Honda Accord EX-L

Bloomington, IL

Fair PriceModerate · 33
$16,91270,560 mi

Market: $9,989 – $16,995

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Bloomington, IL

2016 Ford Mustang EcoBoost

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

2016 Ford Mustang EcoBoost

Roanoke, IL

UnscoredInsufficient · 0
$16,99254,191 mi

Roanoke, IL

2019 Honda Civic EX

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

2019 Honda Civic EX

Bloomington, IL

Fair PriceModerate · 35
$17,99583,778 mi

Market: $13,995 – $22,912

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Bloomington, IL

2016 Chevrolet Camaro 2LT

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

2016 Chevrolet Camaro 2LT

Bloomington, IL

Fair PriceModerate · 25
$17,99584,438 mi

Market: $12,999 – $23,152

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Bloomington, IL

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

Bloomington, IL

UnscoredModerate · 26
$17,998121,340 mi

Comparison: 26 similar vehicles

Bloomington, IL

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

Peoria, IL

UnscoredInsufficient · 0
$18,27723,359 mi

Peoria, IL

2015 Ford Mustang EcoBoost Premium

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

2015 Ford Mustang EcoBoost Premium

Bloomington, IL

UnscoredInsufficient · 0
$18,49533,609 mi

Bloomington, IL

2016 Dodge Challenger R/T

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

2016 Dodge Challenger R/T

Bloomington, IL

Fair PriceLimited · 10
$18,672101,096 mi

Market: $14,492 – $29,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 213 days listed (based on current market benchmarks)

Bloomington, IL

2018 Ford Mustang EcoBoost Premium

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

2018 Ford Mustang EcoBoost Premium

Galesburg, IL

UnscoredInsufficient · 0
$18,99949,400 mi

Galesburg, IL

2015 Nissan 370Z Coupe Base

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

2015 Nissan 370Z Coupe Base

Bloomington, IL

UnscoredInsufficient · 0
$19,97369,310 mi

Bloomington, 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

Carlock, IL

Fair PriceLimited · 15
$19,99571,921 mi

Market: $15,595 – $25,494

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Carlock, IL

2017 Nissan 370Z Coupe Touring

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

2017 Nissan 370Z Coupe Touring

Bloomington, IL

UnscoredInsufficient · 0
$19,99573,190 mi

Bloomington, IL

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Morton, IL

Fair PriceLimited · 11
$20,91264,357 mi

Market: $19,400 – $23,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Morton, IL

2022 Ford Mustang EcoBoost

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

2022 Ford Mustang EcoBoost

El Paso, IL

UnscoredLimited · 6
$20,96236,118 mi

Comparison: 6 similar vehicles

El Paso, IL

2005 Chevrolet Corvette Base

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

2005 Chevrolet Corvette Base

Bloomington, IL

Fair PriceLimited · 11
$21,68973,132 mi

Market: $16,500 – $27,900

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Bloomington, IL

2020 Ford Mustang EcoBoost Premium

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

2020 Ford Mustang EcoBoost Premium

Bloomington, IL

Fair PriceModerate · 32
$21,91267,273 mi

Market: $13,495 – $23,366

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Bloomington, IL

2011 Ford Mustang GT Premium

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

2011 Ford Mustang GT Premium

Goodfield, IL

Fair PriceLimited · 11
$21,93265,496 mi

Market: $14,495 – $88,866

Comparison: 11 similar vehicles

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

Goodfield, IL

2013 Chevrolet Camaro 1SS

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

2013 Chevrolet Camaro 1SS

Bloomington, IL

UnscoredInsufficient · 0
$21,99539,740 mi

Bloomington, IL

2017 Dodge Challenger R/T

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

2017 Dodge Challenger R/T

Eureka, IL

Fair PriceModerate · 27
$22,25969,293 mi

Market: $14,900 – $24,136

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Eureka, IL

2014 Dodge Challenger R/T

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

2014 Dodge Challenger R/T

Peoria, IL

UnscoredLimited · 7
$22,31283,957 mi

Comparison: 7 similar vehicles

Peoria, IL

2014 Ford Mustang GT

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

2014 Ford Mustang GT

Bloomington, IL

Fair PriceLimited · 12
$22,49584,166 mi

Market: $17,999 – $25,408

Comparison: 12 similar vehicles

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

Bloomington, IL

2015 Dodge Challenger SRT

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

2015 Dodge Challenger SRT

Bloomington, IL

UnscoredInsufficient · 3
$23,49591,251 mi

Comparison: 3 similar vehicles

Bloomington, IL

2013 Chevrolet Camaro 2SS

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

2013 Chevrolet Camaro 2SS

Bloomington, IL

UnscoredInsufficient · 0
$23,99548,320 mi

Bloomington, IL

2016 Dodge Challenger R/T

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

2016 Dodge Challenger R/T

Normal, IL

UnscoredInsufficient · 3
$24,65652,369 mi

Comparison: 3 similar vehicles

Normal, IL

2019 BMW 4 Series 430i

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

2019 BMW 4 Series 430i

Bloomington, IL

UnscoredInsufficient · 0
$24,99848,825 mi

Bloomington, IL

2012 Chevrolet Camaro 1SS

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

2012 Chevrolet Camaro 1SS

Galesburg, IL

UnscoredInsufficient · 0
$25,21026,132 mi

Galesburg, IL

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Bloomington, IL

UnscoredInsufficient · 4
$25,91218,829 mi

Comparison: 4 similar vehicles

Bloomington, IL

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Bloomington, IL

Fair PriceModerate · 41
$25,99564,299 mi

Market: $20,495 – $29,970

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Bloomington, IL

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Normal, IL

UnscoredLimited · 7
$26,49073,798 mi

Comparison: 7 similar vehicles

Normal, 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

Peoria, IL

UnscoredLimited · 9
$26,61360,108 mi

Comparison: 9 similar vehicles

Peoria, IL

2022 Ford Mustang EcoBoost Premium

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

2022 Ford Mustang EcoBoost Premium

Morton, IL

OverpricedLimited · 14
$26,97547,784 mi

Market: $22,943 – $26,590

Comparison: 14 similar vehicles

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

Morton, 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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