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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

153 listings found

2002 Toyota Camry Solara SLE

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

2002 Toyota Camry Solara SLE

Springfield, MO

UnscoredInsufficient · 0
$2,225210,353 mi

Springfield, MO

1998 Ford Mustang Base

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

1998 Ford Mustang Base

Springfield, MO

UnscoredInsufficient · 0
$3,800177,208 mi

Springfield, MO

2001 Cadillac Eldorado ESC

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

2001 Cadillac Eldorado ESC

Springfield, MO

UnscoredInsufficient · 0
$4,95085,150 mi

Springfield, MO

2009 BMW 3 Series 335xi

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

2009 BMW 3 Series 335xi

Brookline, MO

UnscoredInsufficient · 0
$5,750178,465 mi

Brookline, MO

2013 Scion FR-S Base

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

2013 Scion FR-S Base

Springfield, MO

UnscoredInsufficient · 0
$6,900186,177 mi

Springfield, MO

2013 Nissan Altima Coupe S

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

2013 Nissan Altima Coupe S

Brookline, MO

UnscoredInsufficient · 0
$7,200121,519 mi

Brookline, MO

2013 Chevrolet Camaro 1LS

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

2013 Chevrolet Camaro 1LS

Verona, MO

UnscoredInsufficient · 3
$7,990121,099 mi

Comparison: 3 similar vehicles

Verona, MO

2014 BMW 4 Series 428i

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

2014 BMW 4 Series 428i

Springfield, MO

UnscoredInsufficient · 3
$8,49591,379 mi

Comparison: 3 similar vehicles

Springfield, MO

2013 BMW 3 Series 335i

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

2013 BMW 3 Series 335i

Springfield, MO

UnscoredInsufficient · 0
$8,49593,722 mi

Springfield, MO

2015 Honda Civic EX

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

2015 Honda Civic EX

Springfield, MO

UnscoredLimited · 9
$8,900169,095 mi

Comparison: 9 similar vehicles

Springfield, MO

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

Hollister, MO

UnscoredInsufficient · 4
$9,000117,000 mi

Comparison: 4 similar vehicles

Hollister, MO

2010 Chevrolet Camaro 1LT

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

2010 Chevrolet Camaro 1LT

Springfield, MO

Salvage title
$9,79593,323 mi

Springfield, MO

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Marshfield, MO

UnscoredLimited · 6
$9,900103,495 mi

Comparison: 6 similar vehicles

Marshfield, MO

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Springfield, MO

UnscoredInsufficient · 4
$10,500155,478 mi

Comparison: 4 similar vehicles

Springfield, MO

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Verona, MO

Fair PriceLimited · 10
$12,990108,257 mi

Market: $8,950 – $18,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 391 days listed (based on current market benchmarks)

Verona, MO

2005 Ford Mustang Deluxe

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

2005 Ford Mustang Deluxe

Springfield, MO

UnscoredInsufficient · 0
$12,995161,865 mi

Springfield, MO

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Lebanon, MO

UnscoredModerate · 23
$13,150151,226 mi

Comparison: 23 similar vehicles

Lebanon, MO

2017 Chevrolet Camaro 1LS

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

2017 Chevrolet Camaro 1LS

Springfield, MO

UnscoredInsufficient · 0
$13,222139,481 mi

Springfield, MO

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Springfield, MO

UnscoredLimited · 10
$13,949138,543 mi

Comparison: 10 similar vehicles

Springfield, MO

2013 Chevrolet Camaro 2LT

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

2013 Chevrolet Camaro 2LT

Springfield, MO

UnscoredInsufficient · 3
$14,480107,830 mi

Comparison: 3 similar vehicles

Springfield, MO

2015 Ford Mustang EcoBoost

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

2015 Ford Mustang EcoBoost

Marshfield, MO

Fair PriceLimited · 11
$14,48786,269 mi

Market: $11,490 – $15,498

Comparison: 11 similar vehicles

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

Marshfield, MO

2014 BMW 4 Series 428i

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

2014 BMW 4 Series 428i

Springfield, MO

UnscoredInsufficient · 3
$14,49598,312 mi

Comparison: 3 similar vehicles

Springfield, MO

2010 Dodge Challenger R/T

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

2010 Dodge Challenger R/T

Springfield, MO

UnscoredLimited · 5
$14,500162,159 mi

Comparison: 5 similar vehicles

Springfield, MO

2018 Honda Civic Si

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

2018 Honda Civic Si

Springfield, MO

Salvage title
$14,90076,012 mi

Springfield, MO

2020 BMW 4 Series 430i

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

2020 BMW 4 Series 430i

Springfield, MO

UnscoredInsufficient · 0
$14,99593,522 mi

Springfield, MO

2019 Chevrolet Camaro 1LS

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

2019 Chevrolet Camaro 1LS

Springfield, MO

UnscoredInsufficient · 0
$15,59598,854 mi

Springfield, MO

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

Springfield, MO

UnscoredLimited · 5
$15,60075,618 mi

Comparison: 5 similar vehicles

Springfield, MO

2013 Chevrolet Camaro 1SS

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

2013 Chevrolet Camaro 1SS

Springfield, MO

UnscoredInsufficient · 0
$15,69458,442 mi

Springfield, MO

2010 Dodge Challenger R/T

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

2010 Dodge Challenger R/T

Springfield, MO

UnscoredInsufficient · 4
$15,95081,001 mi

Comparison: 4 similar vehicles

Springfield, MO

2017 Dodge Challenger SXT

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

2017 Dodge Challenger SXT

Springfield, MO

Fair PriceLimited · 12
$16,495113,716 mi

Market: $11,500 – $24,495

Comparison: 12 similar vehicles

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

Springfield, MO

2017 Honda Accord EX-L V-6

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

2017 Honda Accord EX-L V-6

Springfield, MO

Fair PriceLimited · 15
$16,988119,438 mi

Market: $10,995 – $19,689

Comparison: 15 similar vehicles

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

Springfield, MO

2021 Dodge Challenger GT

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

2021 Dodge Challenger GT

Nixa, MO

UnscoredLimited · 6
$17,49964,404 mi

Comparison: 6 similar vehicles

Nixa, MO

2017 Toyota 86 Base

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

2017 Toyota 86 Base

Springfield, MO

UnscoredInsufficient · 0
$17,50077,387 mi

Springfield, MO

2021 Chevrolet Camaro 1LT

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

2021 Chevrolet Camaro 1LT

Springfield, MO

UnscoredInsufficient · 3
$17,90081,045 mi

Comparison: 3 similar vehicles

Springfield, MO

2002 Maserati Coupe Base

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

2002 Maserati Coupe Base

Nixa, MO

UnscoredInsufficient · 0
$17,99953,298 mi

Nixa, MO

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Marshfield, MO

Fair PriceLimited · 17
$18,50278,553 mi

Market: $12,649 – $23,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Marshfield, MO

2019 Ford Mustang EcoBoost

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

2019 Ford Mustang EcoBoost

Springfield, MO

Fair PriceLimited · 16
$18,90077,811 mi

Market: $10,800 – $24,549

Comparison: 16 similar vehicles

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

Springfield, MO

2010 Dodge Challenger R/T

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

2010 Dodge Challenger R/T

Springfield, MO

UnscoredInsufficient · 4
$18,950122,356 mi

Comparison: 4 similar vehicles

Springfield, MO

2021 Ford Mustang EcoBoost

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

2021 Ford Mustang EcoBoost

Springfield, MO

UnscoredInsufficient · 0
$19,260103,998 mi

Springfield, MO

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Springfield, MO

Fair PriceModerate · 20
$19,849104,520 mi

Market: $13,150 – $20,199

Comparison: 20 similar vehicles

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

Springfield, MO

2016 Ford Mustang EcoBoost Premium

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

2016 Ford Mustang EcoBoost Premium

Springfield, MO

UnscoredInsufficient · 0
$19,89552,310 mi

Springfield, MO

2018 Toyota 86 GT

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

2018 Toyota 86 GT

Springfield, MO

UnscoredInsufficient · 0
$19,94963,369 mi

Springfield, MO

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Springfield, MO

Fair PriceModerate · 24
$19,95078,996 mi

Market: $15,549 – $25,450

Comparison: 24 similar vehicles

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

Springfield, MO

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Springfield, MO

Fair PriceLimited · 11
$20,45080,204 mi

Market: $11,900 – $23,500

Comparison: 11 similar vehicles

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

Springfield, MO

2018 Chevrolet Camaro 2LT

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

2018 Chevrolet Camaro 2LT

Springfield, MO

UnscoredInsufficient · 0
$20,90085,934 mi

Springfield, MO

2012 Mercedes-Benz CL-Class CL550

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

2012 Mercedes-Benz CL-Class CL550

Springfield, MO

UnscoredInsufficient · 0
$21,61550,351 mi

Springfield, MO

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Aurora, MO

UnscoredInsufficient · 0
$22,54556,268 mi

Aurora, MO

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

Nixa, MO

UnscoredInsufficient · 0
$22,57937,974 mi

Nixa, MO

2021 Chevrolet Camaro 1LT

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

2021 Chevrolet Camaro 1LT

Marshfield, MO

Fair PriceLimited · 12
$22,61064,719 mi

Market: $16,579 – $24,500

Comparison: 12 similar vehicles

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

Marshfield, MO

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, MO

UnscoredInsufficient · 0
$22,950101,105 mi

Springfield, MO

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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