Skip to main content
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

322 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

2010 Chevrolet Camaro 2LT

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

2010 Chevrolet Camaro 2LT

Hoover, AL

UnscoredLimited · 5
$5,687229,322 mi

Comparison: 5 similar vehicles

Hoover, 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 Chevrolet Camaro 1LT

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

2011 Chevrolet Camaro 1LT

Alabaster, AL

UnscoredLimited · 5
$5,980206,136 mi

Comparison: 5 similar vehicles

Alabaster, AL

2013 Chevrolet Camaro 1LS

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

2013 Chevrolet Camaro 1LS

Alabaster, AL

UnscoredInsufficient · 3
$6,480126,764 mi

Comparison: 3 similar vehicles

Alabaster, AL

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Alabaster, AL

UnscoredInsufficient · 4
$6,490178,389 mi

Comparison: 4 similar vehicles

Alabaster, AL

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Birmingham, AL

UnscoredInsufficient · 4
$6,499158,324 mi

Comparison: 4 similar vehicles

Birmingham, AL

2012 Scion tC Release Series 7.0

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

2012 Scion tC Release Series 7.0

Birmingham, AL

UnscoredInsufficient · 0
$6,499135,724 mi

Birmingham, 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

2010 Chevrolet Camaro 2LT

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

2010 Chevrolet Camaro 2LT

Birmingham, AL

UnscoredLimited · 5
$7,500148,330 mi

Comparison: 5 similar vehicles

Birmingham, 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

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Alabaster, AL

UnscoredInsufficient · 4
$7,980171,681 mi

Comparison: 4 similar vehicles

Alabaster, AL

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Alabaster, AL

UnscoredModerate · 25
$8,480163,056 mi

Comparison: 25 similar vehicles

Alabaster, AL

2012 Honda Civic EX

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

2012 Honda Civic EX

Alabaster, AL

UnscoredInsufficient · 3
$8,975173,986 mi

Comparison: 3 similar vehicles

Alabaster, 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

2013 Hyundai Genesis Coupe Track

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

2013 Hyundai Genesis Coupe Track

Pelham, AL

UnscoredInsufficient · 0
$8,990131,161 mi

Pelham, 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

2014 Audi A5 Premium

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

2014 Audi A5 Premium

Tuscaloosa, AL

UnscoredInsufficient · 0
$9,995160,410 mi

Tuscaloosa, AL

2017 Dodge Challenger SXT

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

2017 Dodge Challenger SXT

Birmingham, AL

UnscoredInsufficient · 3
$10,984187,464 mi

Comparison: 3 similar vehicles

Birmingham, 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

2015 Chevrolet Camaro 2LT

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

2015 Chevrolet Camaro 2LT

Tuscaloosa, AL

Great DealLimited · 14
$11,400114,918 mi

Market: $13,400 – $18,900

Comparison: 14 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 12 days listed (based on current market benchmarks)

Tuscaloosa, AL

2012 Mercedes-Benz E-Class E550

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

2012 Mercedes-Benz E-Class E550

Alabaster, AL

UnscoredLimited · 11
$11,565133,185 mi

Comparison: 11 similar vehicles

Alabaster, AL

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Birmingham, AL

UnscoredModerate · 26
$11,900147,816 mi

Comparison: 26 similar vehicles

Birmingham, AL

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

Birmingham, AL

UnscoredInsufficient · 0
$11,95968,945 mi

Birmingham, AL

2013 Honda Civic SI

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

2013 Honda Civic SI

Alabaster, AL

Salvage title
$11,995109,725 mi

Alabaster, 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

2017 Dodge Challenger SXT

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

2017 Dodge Challenger SXT

Cottondale, AL

UnscoredModerate · 23
$12,944142,354 mi

Comparison: 23 similar vehicles

Cottondale, 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

2014 Honda Accord EX-L

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

2014 Honda Accord EX-L

Tuscaloosa, AL

UnscoredModerate · 24
$13,577138,199 mi

Comparison: 24 similar vehicles

Tuscaloosa, AL

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

Alabaster, AL

UnscoredLimited · 10
$13,599139,410 mi

Comparison: 10 similar vehicles

Alabaster, AL

2017 Chevrolet Camaro 2LT

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

2017 Chevrolet Camaro 2LT

Helena, AL

UnscoredModerate · 20
$13,757165,394 mi

Comparison: 20 similar vehicles

Helena, AL

2015 Honda Civic Si

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

2015 Honda Civic Si

Montevallo, AL

UnscoredLimited · 7
$13,995133,543 mi

Comparison: 7 similar vehicles

Montevallo, 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

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Birmingham, AL

UnscoredModerate · 22
$14,880123,695 mi

Comparison: 22 similar vehicles

Birmingham, AL

No Photo

2019 Chevrolet Camaro 1LT

Jasper, AL

UnscoredModerate · 38
$14,990144,397 mi

Comparison: 38 similar vehicles

Jasper, AL

2012 MINI Cooper S

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

2012 MINI Cooper S

Tuscaloosa, AL

UnscoredInsufficient · 0
$14,99522,143 mi

Tuscaloosa, AL

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Bessemer, AL

Fair PriceModerate · 25
$15,590112,286 mi

Market: $7,500 – $20,298

Comparison: 25 similar vehicles

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

Bessemer, AL

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

Bessemer, AL

OverpricedLimited · 15
$15,59065,555 mi

Market: $5,900 – $14,082

Comparison: 15 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Bessemer, AL

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Pelham, AL

Fair PriceModerate · 22
$15,95062,605 mi

Market: $11,900 – $20,899

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Pelham, AL

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

Tuscaloosa, AL

UnscoredLimited · 6
$15,977103,681 mi

Comparison: 6 similar vehicles

Tuscaloosa, 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

2013 Chevrolet Camaro 2LT

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

2013 Chevrolet Camaro 2LT

Bessemer, AL

UnscoredInsufficient · 4
$16,99087,592 mi

Comparison: 4 similar vehicles

Bessemer, AL

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Hoover, AL

UnscoredModerate · 29
$16,995120,873 mi

Comparison: 29 similar vehicles

Hoover, AL

2015 Scion FR-S Base

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

2015 Scion FR-S Base

Bessemer, AL

OverpricedLimited · 11
$17,59096,927 mi

Market: $13,587 – $14,186

Comparison: 11 similar vehicles

Priced ~24% above the typical market range for similar vehicles (based on current market benchmarks)

Bessemer, 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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.