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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 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

319 listings found

2007 Mitsubishi Eclipse GS

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

2007 Mitsubishi Eclipse GS

Killeen, TX

UnscoredInsufficient · 3
$3,995174,029 mi

Comparison: 3 similar vehicles

Killeen, TX

2008 Nissan Altima S

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

2008 Nissan Altima S

Killeen, TX

UnscoredLimited · 19
$4,550132,304 mi

Comparison: 19 similar vehicles

Killeen, TX

2005 Honda Civic LX-SE

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

2005 Honda Civic LX-SE

Cedar Park, TX

UnscoredInsufficient · 0
$4,995148,662 mi

Cedar Park, TX

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

Killeen, TX

UnscoredInsufficient · 0
$5,95076,132 mi

Killeen, TX

2008 INFINITI G 37 Journey

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

2008 INFINITI G 37 Journey

Jarrell, TX

UnscoredLimited · 12
$5,980191,324 mi

Comparison: 12 similar vehicles

Jarrell, TX

2006 Pontiac G6 GTP

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

2006 Pontiac G6 GTP

Killeen, TX

UnscoredInsufficient · 0
$5,995106,702 mi

Killeen, TX

2012 Cadillac CTS Coupe Performance Collection

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

2012 Cadillac CTS Coupe Performance Collection

Killeen, TX

UnscoredInsufficient · 0
$8,950140,518 mi

Killeen, TX

2014 Mercedes-Benz C-Class C250 Sport

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

2014 Mercedes-Benz C-Class C250 Sport

Austin, TX

UnscoredInsufficient · 3
$8,99596,645 mi

Comparison: 3 similar vehicles

Austin, TX

2012 Honda Civic LX

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

2012 Honda Civic LX

Leander, TX

UnscoredInsufficient · 4
$9,000141,579 mi

Comparison: 4 similar vehicles

Leander, TX

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Killeen, TX

UnscoredLimited · 5
$9,950136,974 mi

Comparison: 5 similar vehicles

Killeen, TX

2008 BMW 3 Series 328i

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

2008 BMW 3 Series 328i

Copperas Cove, TX

UnscoredLimited · 18
$9,995142,172 mi

Comparison: 18 similar vehicles

Copperas Cove, TX

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Killeen, TX

UnscoredLimited · 5
$10,495148,532 mi

Comparison: 5 similar vehicles

Killeen, TX

2015 Chevrolet Camaro 1LS

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

2015 Chevrolet Camaro 1LS

Austin, TX

UnscoredLimited · 7
$10,700117,690 mi

Comparison: 7 similar vehicles

Austin, TX

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

Austin, TX

UnscoredInsufficient · 3
$10,950122,738 mi

Comparison: 3 similar vehicles

Austin, TX

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Temple, TX

UnscoredInsufficient · 3
$11,99592,775 mi

Comparison: 3 similar vehicles

Temple, TX

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Killeen, TX

UnscoredLimited · 5
$11,99990,890 mi

Comparison: 5 similar vehicles

Killeen, 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

Austin, TX

UnscoredLimited · 9
$12,490124,691 mi

Comparison: 9 similar vehicles

Austin, TX

2016 Ford Mustang V6

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

2016 Ford Mustang V6

Georgetown, TX

UnscoredRobust · 53
$12,988141,961 mi

Comparison: 53 similar vehicles

Georgetown, TX

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

Austin, TX

UnscoredLimited · 7
$13,71367,822 mi

Comparison: 7 similar vehicles

Austin, TX

2012 Ford Mustang V6 Premium

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

2012 Ford Mustang V6 Premium

Austin, TX

UnscoredInsufficient · 0
$13,95054,536 mi

Austin, TX

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Georgetown, TX

Fair PriceModerate · 34
$14,07496,078 mi

Market: $4,999 – $14,995

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Georgetown, TX

1999 Chevrolet Corvette Base

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

1999 Chevrolet Corvette Base

Belton, TX

UnscoredLimited · 6
$14,84588,805 mi

Comparison: 6 similar vehicles

Belton, TX

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Killeen, TX

UnscoredLimited · 15
$14,990122,520 mi

Comparison: 15 similar vehicles

Killeen, TX

2017 Toyota 86 Base

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

2017 Toyota 86 Base

Killeen, TX

UnscoredInsufficient · 0
$14,999107,427 mi

Killeen, TX

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Austin, TX

UnscoredModerate · 36
$15,213128,011 mi

Comparison: 36 similar vehicles

Austin, TX

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Austin, TX

Fair PriceModerate · 23
$15,495109,058 mi

Market: $7,850 – $88,866

Comparison: 23 similar vehicles

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

Austin, TX

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Georgetown, TX

Fair PriceRobust · 65
$16,48992,385 mi

Market: $11,800 – $24,995

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Georgetown, TX

2018 Mercedes-Benz C-Class Coupe C300

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

2018 Mercedes-Benz C-Class Coupe C300

Cedar Park, TX

Fair PriceModerate · 20
$16,75092,723 mi

Market: $14,990 – $22,998

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 243 days listed (based on current market benchmarks)

Cedar Park, TX

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Killeen, TX

Fair PriceModerate · 45
$16,999102,081 mi

Market: $7,900 – $26,995

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Killeen, TX

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

Marble Falls, TX

Fair PriceModerate · 29
$17,10097,799 mi

Market: $9,950 – $20,998

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Marble Falls, TX

2019 Chevrolet Camaro 1LS

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

2019 Chevrolet Camaro 1LS

Killeen, TX

UnscoredInsufficient · 3
$17,21075,250 mi

Comparison: 3 similar vehicles

Killeen, TX

2007 Chevrolet Corvette Base

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

2007 Chevrolet Corvette Base

Georgetown, TX

UnscoredModerate · 24
$17,223138,816 mi

Comparison: 24 similar vehicles

Georgetown, TX

2018 Honda Civic LX

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

2018 Honda Civic LX

Leander, TX

UnscoredLimited · 7
$17,49070,275 mi

Comparison: 7 similar vehicles

Leander, TX

2020 Honda Civic Si

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

2020 Honda Civic Si

Round Rock, TX

UnscoredLimited · 16
$17,494125,330 mi

Comparison: 16 similar vehicles

Round Rock, 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

Lampasas, TX

Fair PriceModerate · 43
$17,98288,645 mi

Market: $10,999 – $24,990

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 369 days listed (based on current market benchmarks)

Lampasas, TX

2018 Mercedes-Benz C-Class Coupe C300

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

2018 Mercedes-Benz C-Class Coupe C300

Killeen, TX

Fair PriceModerate · 20
$18,11494,750 mi

Market: $14,990 – $22,998

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Killeen, TX

2014 Chevrolet Camaro 2SS

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

2014 Chevrolet Camaro 2SS

Belton, TX

UnscoredLimited · 10
$18,345127,454 mi

Comparison: 10 similar vehicles

Belton, TX

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Austin, TX

Fair PriceModerate · 43
$18,50064,981 mi

Market: $7,900 – $26,995

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Austin, TX

2015 Subaru BRZ Premium

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

2015 Subaru BRZ Premium

Killeen, TX

UnscoredInsufficient · 0
$18,75062,258 mi

Killeen, TX

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

Temple, TX

UnscoredModerate · 21
$19,023194,113 mi

Comparison: 21 similar vehicles

Temple, TX

2020 BMW 2 Series 230i

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

2020 BMW 2 Series 230i

Austin, TX

UnscoredLimited · 6
$19,21391,830 mi

Comparison: 6 similar vehicles

Austin, 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

Killeen, TX

UnscoredInsufficient · 4
$19,21578,852 mi

Comparison: 4 similar vehicles

Killeen, TX

2004 Chevrolet Corvette Base

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

2004 Chevrolet Corvette Base

Copperas Cove, TX

Fair PriceLimited · 12
$19,90073,896 mi

Market: $10,999 – $23,725

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 380 days listed (based on current market benchmarks)

Copperas Cove, TX

2011 Ford Mustang GT Premium

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

2011 Ford Mustang GT Premium

Georgetown, TX

UnscoredInsufficient · 0
$20,18324,793 mi

Georgetown, TX

2019 Ford Mustang EcoBoost Premium

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

2019 Ford Mustang EcoBoost Premium

Austin, TX

Fair PriceModerate · 35
$20,21368,119 mi

Market: $13,700 – $20,590

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Austin, TX

2017 Chevrolet Camaro 1SS

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

2017 Chevrolet Camaro 1SS

Belton, TX

UnscoredInsufficient · 0
$20,50035,413 mi

Belton, TX

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Killeen, TX

Fair PriceModerate · 32
$21,46571,947 mi

Market: $12,997 – $28,224

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Killeen, TX

2020 INFINITI Q60 Coupe LUXE

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

2020 INFINITI Q60 Coupe LUXE

Killeen, TX

UnscoredInsufficient · 0
$21,998105,140 mi

Killeen, TX

1999 Chevrolet Corvette Base

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

1999 Chevrolet Corvette Base

Marble Falls, TX

UnscoredInsufficient · 0
$22,22020,608 mi

Marble Falls, TX

2013 Ford Mustang GT

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

2013 Ford Mustang GT

Belton, TX

UnscoredInsufficient · 0
$22,90030,735 mi

Belton, 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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