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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

503 listings found

2004 BMW 6 Series 645Ci

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

2004 BMW 6 Series 645Ci

Fort Pierce, FL

UnscoredInsufficient · 0
$5,500157,241 mi

Fort Pierce, FL

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Fort Pierce, FL

UnscoredModerate · 23
$5,896144,942 mi

Comparison: 23 similar vehicles

Fort Pierce, FL

2006 Chevrolet Cobalt LS

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

2006 Chevrolet Cobalt LS

Okeechobee, FL

UnscoredInsufficient · 0
$5,988144,595 mi

Okeechobee, FL

No Photo

2006 Honda Accord 3.0 EX

Fort Pierce, FL

UnscoredLimited · 7
$5,999153,706 mi

Comparison: 7 similar vehicles

Fort Pierce, FL

2014 Kia Forte Koup SX

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

2014 Kia Forte Koup SX

West Palm Beach, FL

UnscoredInsufficient · 0
$6,493126,760 mi

West Palm Beach, FL

2009 Ford Mustang Deluxe

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

2009 Ford Mustang Deluxe

Fort Pierce, FL

UnscoredInsufficient · 0
$6,895117,552 mi

Fort Pierce, FL

2004 Toyota Camry Solara SE

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

2004 Toyota Camry Solara SE

Stuart, FL

UnscoredInsufficient · 4
$6,995126,345 mi

Comparison: 4 similar vehicles

Stuart, FL

2007 Honda Accord LX

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

2007 Honda Accord LX

West Palm Beach, FL

UnscoredInsufficient · 3
$8,08692,493 mi

Comparison: 3 similar vehicles

West Palm Beach, FL

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

Fort Pierce, FL

UnscoredInsufficient · 3
$8,500111,804 mi

Comparison: 3 similar vehicles

Fort Pierce, FL

2009 Dodge Challenger SE

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

2009 Dodge Challenger SE

Vero Beach, FL

UnscoredInsufficient · 0
$8,995115,456 mi

Vero Beach, FL

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Okeechobee, FL

UnscoredLimited · 10
$9,579173,816 mi

Comparison: 10 similar vehicles

Okeechobee, FL

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

Stuart, FL

UnscoredInsufficient · 0
$9,992128,614 mi

Stuart, FL

2015 BMW 2 Series 228i

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

2015 BMW 2 Series 228i

West Palm Beach, FL

UnscoredLimited · 8
$10,59585,636 mi

Comparison: 8 similar vehicles

West Palm Beach, FL

2014 INFINITI Q60 Coupe Base

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

2014 INFINITI Q60 Coupe Base

Stuart, FL

UnscoredLimited · 5
$10,950132,369 mi

Comparison: 5 similar vehicles

Stuart, FL

2005 Nissan 350Z Touring

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

2005 Nissan 350Z Touring

Palm Bay, FL

UnscoredInsufficient · 0
$11,279102,210 mi

Palm Bay, FL

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

West Palm Beach, FL

UnscoredLimited · 5
$11,39580,870 mi

Comparison: 5 similar vehicles

West Palm Beach, FL

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

Fort Pierce, FL

UnscoredInsufficient · 3
$12,00096,920 mi

Comparison: 3 similar vehicles

Fort Pierce, FL

2018 Ford Mustang EcoBoost

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

2018 Ford Mustang EcoBoost

Royal Palm Beach, FL

Fair PriceModerate · 27
$12,304113,657 mi

Market: $11,499 – $19,990

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Royal Palm Beach, FL

2018 Honda Civic Si

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

2018 Honda Civic Si

Port St. Lucie, FL

Fair PriceRobust · 80
$12,90084,813 mi

Market: $12,690 – $24,000

Comparison: 80 similar vehicles

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

Port St. Lucie, FL

2015 Dodge Challenger R/T

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

2015 Dodge Challenger R/T

Vero Beach, FL

Fair PriceModerate · 21
$12,900116,450 mi

Market: $13,000 – $20,730

Comparison: 21 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 26 days listed (based on current market benchmarks)

Vero Beach, FL

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Stuart, FL

UnscoredLimited · 9
$12,99063,142 mi

Comparison: 9 similar vehicles

Stuart, FL

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

Stuart, FL

UnscoredLimited · 5
$12,995118,615 mi

Comparison: 5 similar vehicles

Stuart, FL

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

West Palm Beach, FL

Fair PriceModerate · 41
$13,004115,624 mi

Market: $7,995 – $15,665

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

West Palm Beach, FL

2013 Dodge Challenger R/T Classic

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

2013 Dodge Challenger R/T Classic

Vero Beach, FL

UnscoredInsufficient · 0
$13,49567,513 mi

Vero Beach, FL

2012 Audi TT Premium Plus

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

2012 Audi TT Premium Plus

West Palm Beach, FL

UnscoredInsufficient · 3
$13,69770,461 mi

Comparison: 3 similar vehicles

West Palm Beach, FL

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Fort Pierce, FL

UnscoredInsufficient · 0
$13,89552,701 mi

Fort Pierce, FL

2016 Mercedes-Benz E-Class E400

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

2016 Mercedes-Benz E-Class E400

Fort Pierce, FL

Fair PriceModerate · 31
$13,99584,974 mi

Market: $9,995 – $22,046

Comparison: 31 similar vehicles

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

Fort Pierce, FL

2018 Audi A5 Coupe Premium Plus

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

2018 Audi A5 Coupe Premium Plus

Royal Palm Beach, FL

Fair PriceLimited · 16
$14,49095,440 mi

Market: $10,991 – $20,779

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Royal Palm Beach, FL

No Photo

2021 Dodge Challenger SXT

Fort Pierce, FL

UnscoredModerate · 28
$14,495132,708 mi

Comparison: 28 similar vehicles

Fort Pierce, FL

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Stuart, FL

UnscoredLimited · 5
$14,500106,045 mi

Comparison: 5 similar vehicles

Stuart, FL

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

West Palm Beach, FL

Fair PriceRobust · 51
$14,798105,154 mi

Market: $9,799 – $23,203

Comparison: 51 similar vehicles

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

West Palm Beach, FL

2015 BMW 2 Series M235i

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

2015 BMW 2 Series M235i

Lake Park, FL

UnscoredLimited · 5
$14,90189,756 mi

Comparison: 5 similar vehicles

Lake Park, FL

2000 Ford Mustang GT

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

2000 Ford Mustang GT

Stuart, FL

UnscoredInsufficient · 0
$14,950119,982 mi

Stuart, FL

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Fort Pierce, FL

OverpricedLimited · 10
$14,99084,322 mi

Market: $4,850 – $11,299

Comparison: 10 similar vehicles

Priced ~33% above the typical market range for similar vehicles (based on current market benchmarks)

Fort Pierce, FL

2016 Nissan 370Z Coupe Base

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

2016 Nissan 370Z Coupe Base

West Palm Beach, FL

UnscoredInsufficient · 0
$14,99548,507 mi

West Palm Beach, FL

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

Vero Beach, FL

UnscoredLimited · 9
$15,17291,982 mi

Comparison: 9 similar vehicles

Vero Beach, FL

2017 Honda Civic LX-P

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

2017 Honda Civic LX-P

Vero Beach, FL

UnscoredInsufficient · 0
$15,17649,647 mi

Vero Beach, FL

2017 Chevrolet Camaro 1LS

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

2017 Chevrolet Camaro 1LS

Fort Pierce, FL

UnscoredInsufficient · 3
$15,20084,648 mi

Comparison: 3 similar vehicles

Fort Pierce, FL

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Jupiter, FL

UnscoredInsufficient · 0
$15,40057,910 mi

Jupiter, FL

2015 Dodge Challenger R/T

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

2015 Dodge Challenger R/T

Palm Bay, FL

Fair PriceModerate · 21
$15,50076,347 mi

Market: $12,900 – $20,730

Comparison: 21 similar vehicles

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

Palm Bay, FL

2013 Jaguar XK Touring

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

2013 Jaguar XK Touring

Stuart, FL

UnscoredInsufficient · 0
$15,500127,627 mi

Stuart, FL

2017 Dodge Challenger SXT Plus

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

2017 Dodge Challenger SXT Plus

West Palm Beach, FL

UnscoredInsufficient · 4
$15,888107,253 mi

Comparison: 4 similar vehicles

West Palm Beach, FL

2011 Chevrolet Camaro 2SS

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

2011 Chevrolet Camaro 2SS

Stuart, FL

Fair PriceLimited · 10
$16,90096,247 mi

Market: $12,900 – $21,990

Comparison: 10 similar vehicles

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

Stuart, FL

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

Lake Park, FL

UnscoredLimited · 7
$16,90061,177 mi

Comparison: 7 similar vehicles

Lake Park, FL

2015 Dodge Challenger R/T

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

2015 Dodge Challenger R/T

Stuart, FL

Fair PriceLimited · 16
$17,25082,255 mi

Market: $12,900 – $20,599

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 161 days listed (based on current market benchmarks)

Stuart, FL

2017 Honda Civic Si

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

2017 Honda Civic Si

West Palm Beach, FL

UnscoredLimited · 6
$17,49285,362 mi

Comparison: 6 similar vehicles

West Palm Beach, FL

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Fort Pierce, FL

Fair PriceModerate · 23
$17,49598,118 mi

Market: $11,999 – $31,900

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Fort Pierce, FL

2002 Chevrolet Camaro Z28

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

2002 Chevrolet Camaro Z28

Fort Pierce, FL

UnscoredInsufficient · 0
$17,90035,711 mi

Fort Pierce, FL

2015 Honda Civic LX

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

2015 Honda Civic LX

Melbourne, FL

UnscoredInsufficient · 0
$17,99827,136 mi

Melbourne, FL

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

Lake Park, FL

Fair PriceModerate · 26
$19,500115,333 mi

Market: $16,950 – $32,900

Comparison: 26 similar vehicles

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

Lake Park, FL

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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