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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

120 listings found

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Adamsville, AL

UnscoredInsufficient · 3
$2,500139,018 mi

Comparison: 3 similar vehicles

Adamsville, AL

2012 Kia Forte Koup EX

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

2012 Kia Forte Koup EX

Hueytown, AL

UnscoredInsufficient · 4
$5,75082,490 mi

Comparison: 4 similar vehicles

Hueytown, AL

2011 Nissan Altima S

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

2011 Nissan Altima S

Haleyville, AL

UnscoredRobust · 50
$5,995173,215 mi

Comparison: 50 similar vehicles

Haleyville, AL

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Birmingham, AL

UnscoredLimited · 11
$6,995170,034 mi

Comparison: 11 similar vehicles

Birmingham, AL

2011 Ford Mustang V6 Premium

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

2011 Ford Mustang V6 Premium

Hueytown, AL

Salvage title
$6,999157,720 mi

Hueytown, AL

2012 Honda Civic EX

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

2012 Honda Civic EX

Haleyville, AL

UnscoredModerate · 25
$7,550184,255 mi

Comparison: 25 similar vehicles

Haleyville, AL

2005 Chrysler Crossfire Limited

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

2005 Chrysler Crossfire Limited

Jasper, AL

UnscoredInsufficient · 0
$7,699104,756 mi

Jasper, AL

2011 Mitsubishi Eclipse GS

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

2011 Mitsubishi Eclipse GS

Northport, AL

UnscoredInsufficient · 0
$7,977116,195 mi

Northport, AL

2014 Honda Accord LX-S

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

2014 Honda Accord LX-S

Jasper, AL

Salvage title
$8,976169,982 mi

Jasper, AL

2014 Cadillac CTS Coupe Base

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

2014 Cadillac CTS Coupe Base

Birmingham, AL

UnscoredInsufficient · 0
$8,992103,648 mi

Birmingham, AL

2014 Hyundai Genesis Coupe Grand Touring

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

2014 Hyundai Genesis Coupe Grand Touring

Haleyville, AL

UnscoredInsufficient · 0
$8,995142,469 mi

Haleyville, AL

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Haleyville, AL

UnscoredLimited · 18
$8,995194,549 mi

Comparison: 18 similar vehicles

Haleyville, AL

2006 Ford Mustang GT Deluxe

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

2006 Ford Mustang GT Deluxe

Birmingham, AL

UnscoredLimited · 18
$8,995113,891 mi

Comparison: 18 similar vehicles

Birmingham, AL

2011 Chevrolet Camaro 1LT

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

2011 Chevrolet Camaro 1LT

Haleyville, AL

UnscoredLimited · 10
$10,900124,266 mi

Comparison: 10 similar vehicles

Haleyville, AL

2013 Chevrolet Camaro 1LS

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

2013 Chevrolet Camaro 1LS

Cullman, AL

UnscoredInsufficient · 4
$10,99574,000 mi

Comparison: 4 similar vehicles

Cullman, AL

2020 Toyota 86 Base

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

2020 Toyota 86 Base

Midfield, AL

Salvage title
$10,999100,000 mi

Midfield, AL

2016 BMW 4 Series 428i

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

2016 BMW 4 Series 428i

Hueytown, AL

UnscoredModerate · 27
$11,250138,706 mi

Comparison: 27 similar vehicles

Hueytown, AL

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

Haleyville, AL

UnscoredModerate · 27
$11,900127,086 mi

Comparison: 27 similar vehicles

Haleyville, AL

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Midfield, AL

UnscoredLimited · 9
$12,499128,000 mi

Comparison: 9 similar vehicles

Midfield, AL

2013 Honda Accord EX-L V6

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

2013 Honda Accord EX-L V6

Hueytown, AL

UnscoredModerate · 32
$12,750126,883 mi

Comparison: 32 similar vehicles

Hueytown, AL

2014 Chevrolet Camaro 2SS

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

2014 Chevrolet Camaro 2SS

Midfield, AL

Salvage title
$13,499119,000 mi

Midfield, AL

2017 Chevrolet Camaro 1LS

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

2017 Chevrolet Camaro 1LS

Hamilton, AL

UnscoredInsufficient · 0
$13,500101,535 mi

Hamilton, AL

No Photo

2014 Dodge Challenger R/T

Jasper, AL

UnscoredLimited · 9
$14,000116,605 mi

Comparison: 9 similar vehicles

Jasper, AL

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Hueytown, AL

UnscoredLimited · 5
$14,300118,508 mi

Comparison: 5 similar vehicles

Hueytown, AL

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Hueytown, AL

Fair PriceModerate · 21
$14,356104,780 mi

Market: $8,480 – $20,599

Comparison: 21 similar vehicles

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

Hueytown, AL

No Photo

2019 Chevrolet Camaro 1LT

Jasper, AL

UnscoredModerate · 38
$14,990144,397 mi

Comparison: 38 similar vehicles

Jasper, AL

2017 Honda Civic Si

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

2017 Honda Civic Si

Russellville, AL

UnscoredLimited · 15
$14,995133,508 mi

Comparison: 15 similar vehicles

Russellville, AL

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

Cullman, AL

UnscoredInsufficient · 4
$15,000124,870 mi

Comparison: 4 similar vehicles

Cullman, AL

2016 Ford Mustang V6

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

2016 Ford Mustang V6

Hamilton, AL

Fair PriceLimited · 17
$15,25091,714 mi

Market: $11,999 – $20,298

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Hamilton, AL

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Hartselle, AL

UnscoredLimited · 6
$15,900124,713 mi

Comparison: 6 similar vehicles

Hartselle, AL

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

Bessemer, AL

UnscoredInsufficient · 3
$16,158133,508 mi

Comparison: 3 similar vehicles

Bessemer, AL

2016 Chevrolet Camaro 2LT

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

2016 Chevrolet Camaro 2LT

Birmingham, AL

Fair PriceLimited · 15
$17,990103,618 mi

Market: $16,727 – $21,680

Comparison: 15 similar vehicles

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

Birmingham, AL

2020 Dodge Challenger GT

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

2020 Dodge Challenger GT

Hartselle, AL

UnscoredInsufficient · 0
$18,30094,732 mi

Hartselle, AL

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

Jasper, AL

UnscoredLimited · 17
$18,608124,288 mi

Comparison: 17 similar vehicles

Jasper, AL

2012 Chevrolet Camaro 2SS

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

2012 Chevrolet Camaro 2SS

Hueytown, AL

UnscoredInsufficient · 3
$18,864102,803 mi

Comparison: 3 similar vehicles

Hueytown, AL

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Cullman, AL

Fair PriceModerate · 26
$19,78674,817 mi

Market: $5,495 – $20,599

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Cullman, AL

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

Cullman, AL

UnscoredLimited · 11
$19,895128,169 mi

Comparison: 11 similar vehicles

Cullman, AL

2019 Dodge Challenger R/T Plus

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

2019 Dodge Challenger R/T Plus

Hueytown, AL

UnscoredInsufficient · 0
$19,99985,766 mi

Hueytown, AL

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

Bessemer, AL

Fair PriceModerate · 24
$20,64491,201 mi

Market: $16,249 – $24,991

Comparison: 24 similar vehicles

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

Bessemer, AL

2017 Dodge Challenger GT

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

2017 Dodge Challenger GT

Northport, AL

UnscoredInsufficient · 0
$20,977105,982 mi

Northport, AL

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

Hueytown, AL

UnscoredInsufficient · 4
$21,132128,685 mi

Comparison: 4 similar vehicles

Hueytown, AL

2007 Chevrolet Corvette Base

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

2007 Chevrolet Corvette Base

Hueytown, AL

UnscoredLimited · 9
$21,500100,388 mi

Comparison: 9 similar vehicles

Hueytown, AL

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Cullman, AL

Great DealLimited · 14
$21,98559,166 mi

Market: $25,997 – $27,783

Comparison: 14 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 180 days listed (based on current market benchmarks)

Cullman, AL

2021 Ford Mustang EcoBoost

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

2021 Ford Mustang EcoBoost

Cullman, AL

UnscoredInsufficient · 0
$23,98443,383 mi

Cullman, AL

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Hueytown, AL

Fair PriceLimited · 10
$24,00040,202 mi

Market: $23,500 – $30,267

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Hueytown, AL

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Bessemer, AL

UnscoredInsufficient · 4
$24,00281,478 mi

Comparison: 4 similar vehicles

Bessemer, AL

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

Hueytown, AL

OverpricedLimited · 12
$24,06163,301 mi

Market: $15,299 – $23,899

Comparison: 12 similar vehicles

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

Hueytown, AL

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Bessemer, AL

Fair PriceLimited · 11
$25,85655,792 mi

Market: $24,189 – $26,730

Comparison: 11 similar vehicles

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

Bessemer, AL

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

Bessemer, AL

UnscoredLimited · 7
$27,58148,457 mi

Comparison: 7 similar vehicles

Bessemer, AL

2018 Ford Mustang GT

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

2018 Ford Mustang GT

Cullman, AL

Fair PriceLimited · 11
$28,00086,961 mi

Market: $21,990 – $28,590

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 184 days listed (based on current market benchmarks)

Cullman, AL

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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