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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

268 listings found

2012 Nissan Altima S

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

2012 Nissan Altima S

Waco, TX

Salvage title
$4,995136,761 mi

Waco, TX

2014 Ford Mustang V6 Premium

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

2014 Ford Mustang V6 Premium

Waco, TX

UnscoredLimited · 14
$6,750161,455 mi

Comparison: 14 similar vehicles

Waco, TX

2014 Audi A5 Premium

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

2014 Audi A5 Premium

Fort Worth, TX

UnscoredLimited · 5
$6,995144,540 mi

Comparison: 5 similar vehicles

Fort Worth, TX

2015 Mercedes-Benz C-Class C250 Sport

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

2015 Mercedes-Benz C-Class C250 Sport

Mansfield, TX

UnscoredLimited · 5
$7,995106,755 mi

Comparison: 5 similar vehicles

Mansfield, TX

2014 Ford Mustang V6 Premium

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

2014 Ford Mustang V6 Premium

Waco, TX

Fair PriceLimited · 14
$7,995117,927 mi

Market: $5,500 – $15,680

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Waco, TX

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Granbury, TX

UnscoredInsufficient · 0
$7,995159,960 mi

Granbury, TX

2012 Honda Accord LX-S

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

2012 Honda Accord LX-S

Kennedale, TX

UnscoredInsufficient · 0
$8,499151,308 mi

Kennedale, TX

2015 Mercedes-Benz C-Class C250 Sport

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

2015 Mercedes-Benz C-Class C250 Sport

Kennedale, TX

UnscoredLimited · 6
$8,800117,596 mi

Comparison: 6 similar vehicles

Kennedale, TX

2016 Hyundai Genesis Coupe Ultimate

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

2016 Hyundai Genesis Coupe Ultimate

Bruceville-Eddy, TX

UnscoredLimited · 6
$9,80074,353 mi

Comparison: 6 similar vehicles

Bruceville-Eddy, TX

2013 Chevrolet Camaro 2LS

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

2013 Chevrolet Camaro 2LS

Cleburne, TX

UnscoredInsufficient · 4
$9,950223,429 mi

Comparison: 4 similar vehicles

Cleburne, TX

2012 BMW 6 Series 650i

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

2012 BMW 6 Series 650i

Waco, TX

UnscoredLimited · 8
$10,95090,753 mi

Comparison: 8 similar vehicles

Waco, TX

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Waco, TX

Fair PriceModerate · 38
$10,995115,022 mi

Market: $4,999 – $14,995

Comparison: 38 similar vehicles

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

Waco, TX

2016 Scion tC Base

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

2016 Scion tC Base

Kennedale, TX

UnscoredInsufficient · 0
$10,998123,645 mi

Kennedale, TX

2011 Ford Mustang V6

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

2011 Ford Mustang V6

Hillsboro, TX

UnscoredLimited · 5
$11,220128,959 mi

Comparison: 5 similar vehicles

Hillsboro, TX

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Kennedale, TX

UnscoredInsufficient · 3
$11,599124,294 mi

Comparison: 3 similar vehicles

Kennedale, TX

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Hillsboro, TX

Fair PriceLimited · 11
$11,635107,810 mi

Market: $9,999 – $14,000

Comparison: 11 similar vehicles

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

Hillsboro, TX

2003 Ford Mustang GT Deluxe

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

2003 Ford Mustang GT Deluxe

Red Oak, TX

UnscoredInsufficient · 0
$11,77764,601 mi

Red Oak, TX

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Burleson, TX

UnscoredLimited · 11
$11,800130,400 mi

Comparison: 11 similar vehicles

Burleson, TX

2017 Honda Accord EX-L

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

2017 Honda Accord EX-L

Burleson, TX

UnscoredInsufficient · 4
$11,90082,000 mi

Comparison: 4 similar vehicles

Burleson, TX

2013 Chevrolet Camaro 2LS

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

2013 Chevrolet Camaro 2LS

Waco, TX

Fair PriceLimited · 19
$11,99596,244 mi

Market: $5,120 – $13,999

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Waco, TX

2016 Honda Accord EX-L V-6

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

2016 Honda Accord EX-L V-6

Burleson, TX

UnscoredInsufficient · 0
$13,00060,000 mi

Burleson, TX

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Waco, TX

Fair PriceModerate · 30
$13,220105,719 mi

Market: $6,900 – $18,590

Comparison: 30 similar vehicles

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

Waco, TX

2020 Ford Mustang EcoBoost Premium

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

2020 Ford Mustang EcoBoost Premium

Red Oak, TX

UnscoredLimited · 6
$13,977124,274 mi

Comparison: 6 similar vehicles

Red Oak, TX

2010 Chevrolet Camaro 2LT

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

2010 Chevrolet Camaro 2LT

Waco, TX

UnscoredInsufficient · 0
$13,99556,088 mi

Waco, TX

2017 Mercedes-Benz C-Class C300

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

2017 Mercedes-Benz C-Class C300

Arlington, TX

Fair PriceLimited · 16
$13,99889,874 mi

Market: $5,600 – $18,215

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Arlington, TX

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Waco, TX

OverpricedLimited · 13
$14,000125,530 mi

Market: $9,999 – $13,995

Comparison: 13 similar vehicles

Waco, TX

2015 INFINITI Q60 Coupe Base

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

2015 INFINITI Q60 Coupe Base

Kennedale, TX

UnscoredInsufficient · 0
$14,499110,596 mi

Kennedale, TX

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Burleson, TX

Fair PriceLimited · 11
$14,50072,000 mi

Market: $11,220 – $20,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Burleson, TX

2019 Dodge Challenger GT

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

2019 Dodge Challenger GT

Burleson, TX

UnscoredInsufficient · 0
$14,70049,120 mi

Burleson, TX

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Burleson, TX

UnscoredLimited · 6
$14,90050,000 mi

Comparison: 6 similar vehicles

Burleson, TX

2017 Lexus RC 200t

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

2017 Lexus RC 200t

Burleson, TX

UnscoredInsufficient · 4
$14,900126,900 mi

Comparison: 4 similar vehicles

Burleson, TX

2015 Chevrolet Camaro 2LT

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

2015 Chevrolet Camaro 2LT

Waco, TX

Fair PriceModerate · 27
$14,93696,299 mi

Market: $7,995 – $20,590

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Waco, TX

2017 Dodge Challenger SXT

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

2017 Dodge Challenger SXT

Granbury, TX

UnscoredInsufficient · 3
$14,995155,355 mi

Comparison: 3 similar vehicles

Granbury, TX

2015 Lexus RC 350

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

2015 Lexus RC 350

Meridian, TX

UnscoredModerate · 24
$14,999183,856 mi

Comparison: 24 similar vehicles

Meridian, TX

2015 Honda Accord EX-L V-6

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

2015 Honda Accord EX-L V-6

Burleson, TX

UnscoredInsufficient · 0
$15,00051,834 mi

Burleson, TX

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Burleson, TX

Great DealLimited · 12
$15,59991,227 mi

Market: $16,999 – $26,828

Comparison: 12 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 122 days listed (based on current market benchmarks)

Burleson, TX

2019 Dodge Challenger GT

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

2019 Dodge Challenger GT

Kennedale, TX

Salvage title
$15,70068,213 mi

Kennedale, TX

2018 Dodge Challenger SXT Plus

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

2018 Dodge Challenger SXT Plus

Kennedale, TX

Salvage title
$15,70055,857 mi

Kennedale, TX

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Fort Worth, TX

Salvage title
$15,995126,189 mi

Fort Worth, TX

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Waco, TX

Fair PriceModerate · 26
$15,999100,100 mi

Market: $8,725 – $21,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Waco, TX

2019 Dodge Challenger GT

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

2019 Dodge Challenger GT

Burleson, TX

UnscoredLimited · 5
$16,00076,700 mi

Comparison: 5 similar vehicles

Burleson, TX

2016 Ford Mustang V6

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

2016 Ford Mustang V6

Ennis, TX

UnscoredInsufficient · 3
$16,09873,570 mi

Comparison: 3 similar vehicles

Ennis, TX

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Burleson, TX

UnscoredInsufficient · 0
$16,50059,000 mi

Burleson, TX

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Kennedale, TX

UnscoredLimited · 5
$16,50035,155 mi

Comparison: 5 similar vehicles

Kennedale, TX

2018 Chevrolet Camaro 2LT

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

2018 Chevrolet Camaro 2LT

Waco, TX

UnscoredLimited · 5
$16,52093,314 mi

Comparison: 5 similar vehicles

Waco, TX

1997 Pontiac Firebird TRANS AM

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

1997 Pontiac Firebird TRANS AM

Burleson, TX

UnscoredInsufficient · 0
$16,750109,754 mi

Burleson, TX

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

Hillsboro, TX

Fair PriceModerate · 29
$16,843114,037 mi

Market: $12,598 – $21,966

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Hillsboro, TX

2003 Chevrolet Corvette Base

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

2003 Chevrolet Corvette Base

Mansfield, TX

UnscoredLimited · 7
$16,900151,682 mi

Comparison: 7 similar vehicles

Mansfield, TX

2005 Jaguar XK Series XKR Coupe

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

2005 Jaguar XK Series XKR Coupe

Midlothian, TX

UnscoredInsufficient · 0
$16,99577,361 mi

Midlothian, TX

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

Ennis, TX

Fair PriceModerate · 35
$17,233117,529 mi

Market: $11,995 – $23,225

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Ennis, TX

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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