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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

85 listings found

2012 Kia Forte Koup SX

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

2012 Kia Forte Koup SX

Bates City, MO

UnscoredInsufficient · 0
$4,950148,842 mi

Bates City, MO

2002 Honda Civic LX

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

2002 Honda Civic LX

Nevada, MO

UnscoredInsufficient · 0
$5,473232,125 mi

Nevada, MO

2012 MINI Cooper S

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

2012 MINI Cooper S

Belton, MO

UnscoredInsufficient · 0
$7,500105,000 mi

Belton, MO

2011 Dodge Challenger R/T

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

2011 Dodge Challenger R/T

Belton, MO

UnscoredInsufficient · 0
$12,495136,000 mi

Belton, MO

1997 Pontiac Firebird FORMULA

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

1997 Pontiac Firebird FORMULA

Pleasant Hill, MO

UnscoredInsufficient · 0
$12,500135,000 mi

Pleasant Hill, MO

2016 Ford Mustang EcoBoost

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

2016 Ford Mustang EcoBoost

Belton, MO

UnscoredLimited · 13
$12,995133,890 mi

Comparison: 13 similar vehicles

Belton, MO

2015 Hyundai Genesis Coupe Base

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

2015 Hyundai Genesis Coupe Base

Harrisonville, MO

UnscoredInsufficient · 0
$13,50083,665 mi

Harrisonville, MO

2013 Dodge Challenger R/T

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

2013 Dodge Challenger R/T

Belton, MO

UnscoredInsufficient · 0
$15,49597,604 mi

Belton, MO

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Blue Springs, MO

UnscoredInsufficient · 0
$15,54047,503 mi

Blue Springs, MO

2010 Ford Mustang GT Premium

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

2010 Ford Mustang GT Premium

Nevada, MO

UnscoredInsufficient · 0
$15,90080,218 mi

Nevada, MO

2017 Honda Civic EX-T

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

2017 Honda Civic EX-T

Blue Springs, MO

UnscoredLimited · 5
$15,99779,363 mi

Comparison: 5 similar vehicles

Blue Springs, MO

2018 Ford Mustang EcoBoost

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

2018 Ford Mustang EcoBoost

Blue Springs, MO

UnscoredInsufficient · 0
$16,56055,988 mi

Blue Springs, MO

2015 Subaru BRZ Limited

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

2015 Subaru BRZ Limited

Blue Springs, MO

UnscoredInsufficient · 0
$16,56185,169 mi

Blue Springs, MO

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Grain Valley, MO

UnscoredLimited · 5
$16,995102,768 mi

Comparison: 5 similar vehicles

Grain Valley, MO

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Blue Springs, MO

UnscoredInsufficient · 0
$17,79059,007 mi

Blue Springs, MO

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Blue Springs, MO

Fair PriceLimited · 10
$18,96260,385 mi

Market: $15,999 – $22,394

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 678 days listed (based on current market benchmarks)

Blue Springs, MO

2015 Dodge Challenger Scat Pack

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

2015 Dodge Challenger Scat Pack

Blue Springs, MO

UnscoredInsufficient · 0
$19,344138,186 mi

Blue Springs, MO

2019 Ford Mustang EcoBoost

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

2019 Ford Mustang EcoBoost

Belton, MO

UnscoredInsufficient · 0
$19,90051,000 mi

Belton, MO

2020 Honda Civic Si

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

2020 Honda Civic Si

Harrisonville, MO

UnscoredInsufficient · 4
$20,00097,159 mi

Comparison: 4 similar vehicles

Harrisonville, MO

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

Blue Springs, MO

UnscoredInsufficient · 3
$20,57795,359 mi

Comparison: 3 similar vehicles

Blue Springs, MO

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Blue Springs, MO

UnscoredLimited · 7
$20,77661,436 mi

Comparison: 7 similar vehicles

Blue Springs, MO

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

Blue Springs, MO

UnscoredInsufficient · 3
$21,35668,243 mi

Comparison: 3 similar vehicles

Blue Springs, MO

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

Harrisonville, MO

Fair PriceLimited · 17
$21,500112,878 mi

Market: $15,990 – $27,114

Comparison: 17 similar vehicles

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

Harrisonville, MO

2021 Dodge Challenger GT

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

2021 Dodge Challenger GT

Grain Valley, MO

UnscoredLimited · 5
$22,29576,009 mi

Comparison: 5 similar vehicles

Grain Valley, MO

2015 Chevrolet Camaro 2SS

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

2015 Chevrolet Camaro 2SS

Harrisonville, MO

UnscoredInsufficient · 0
$22,75096,983 mi

Harrisonville, MO

2014 Ford Mustang GT Premium

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

2014 Ford Mustang GT Premium

Warrensburg, MO

UnscoredInsufficient · 4
$23,25276,251 mi

Comparison: 4 similar vehicles

Warrensburg, MO

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Sedalia, MO

UnscoredInsufficient · 0
$24,50041,603 mi

Sedalia, MO

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Warrensburg, MO

UnscoredInsufficient · 0
$24,80059,468 mi

Warrensburg, MO

2023 Dodge Challenger GT

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

2023 Dodge Challenger GT

Grain Valley, MO

UnscoredLimited · 8
$24,99555,715 mi

Comparison: 8 similar vehicles

Grain Valley, MO

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

Harrisonville, MO

UnscoredLimited · 7
$25,00084,325 mi

Comparison: 7 similar vehicles

Harrisonville, MO

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Lee's Summit, MO

UnscoredInsufficient · 3
$25,39442,338 mi

Comparison: 3 similar vehicles

Lee's Summit, MO

2019 Jaguar F-Type Base

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

2019 Jaguar F-Type Base

Harrisonville, MO

UnscoredInsufficient · 0
$26,50029,297 mi

Harrisonville, MO

2002 Chevrolet Corvette Z06

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

2002 Chevrolet Corvette Z06

Higginsville, MO

UnscoredInsufficient · 0
$26,98073,363 mi

Higginsville, MO

2015 Lexus RC 350

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

2015 Lexus RC 350

Blue Springs, MO

Fair PriceLimited · 16
$27,57092,842 mi

Market: $15,995 – $30,900

Comparison: 16 similar vehicles

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

Blue Springs, MO

2008 Chevrolet Corvette Base

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

2008 Chevrolet Corvette Base

Blue Springs, MO

UnscoredInsufficient · 0
$28,34447,567 mi

Blue Springs, MO

No Photo

2018 Ford Mustang GT

Sedalia, MO

UnscoredInsufficient · 0
$28,90068,600 mi

Sedalia, MO

2018 Ford Mustang GT

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

2018 Ford Mustang GT

Odessa, MO

UnscoredInsufficient · 0
$31,93052,214 mi

Odessa, MO

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Warrensburg, MO

UnscoredInsufficient · 3
$32,210Mileage not verified

Comparison: 3 similar vehicles

Warrensburg, MO

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

Odessa, MO

UnscoredInsufficient · 3
$32,8376,878 mi

Comparison: 3 similar vehicles

Odessa, MO

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Warrensburg, MO

UnscoredInsufficient · 3
$33,155Mileage not verified

Comparison: 3 similar vehicles

Warrensburg, MO

2016 Dodge Challenger SRT

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

2016 Dodge Challenger SRT

Harrisonville, MO

UnscoredInsufficient · 0
$33,50080,818 mi

Harrisonville, MO

2020 Ford Mustang GT Premium

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

2020 Ford Mustang GT Premium

Sedalia, MO

UnscoredLimited · 7
$33,99175,647 mi

Comparison: 7 similar vehicles

Sedalia, MO

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

Harrisonville, MO

UnscoredLimited · 9
$35,00015,709 mi

Comparison: 9 similar vehicles

Harrisonville, MO

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Lee's Summit, MO

UnscoredInsufficient · 0
$35,4141,267 mi

Lee's Summit, MO

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Lee's Summit, MO

Fair PriceModerate · 20
$35,420Mileage not verified

Market: $31,221 – $41,105

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Lee's Summit, MO

2020 Dodge Challenger R/T

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

2020 Dodge Challenger R/T

Blue Springs, MO

UnscoredInsufficient · 0
$35,84420,941 mi

Blue Springs, MO

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Butler, MO

UnscoredInsufficient · 3
$35,940Mileage not verified

Comparison: 3 similar vehicles

Butler, MO

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

Harrisonville, MO

UnscoredLimited · 6
$36,053Mileage not verified

Comparison: 6 similar vehicles

Harrisonville, MO

2024 Ford Mustang GT

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

2024 Ford Mustang GT

Warrensburg, MO

UnscoredInsufficient · 0
$36,60069,752 mi

Warrensburg, MO

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Lee's Summit, MO

UnscoredLimited · 5
$36,678Mileage not verified

Comparison: 5 similar vehicles

Lee's Summit, 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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