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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 21, 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

136 listings found

2013 Kia Forte Koup SX

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

2013 Kia Forte Koup SX

Karns City, PA

UnscoredInsufficient · 0
$5,500180,650 mi

Karns City, PA

2009 Mitsubishi Eclipse GT

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

2009 Mitsubishi Eclipse GT

Butler, PA

UnscoredInsufficient · 0
$5,900232,010 mi

Butler, PA

1998 Cadillac Eldorado TOURING COUPE

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

1998 Cadillac Eldorado TOURING COUPE

Karns City, PA

UnscoredInsufficient · 0
$6,50081,560 mi

Karns City, PA

2009 Chevrolet Cobalt SS

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

2009 Chevrolet Cobalt SS

Butler, PA

UnscoredInsufficient · 0
$8,295149,000 mi

Butler, PA

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Dubois, PA

UnscoredLimited · 8
$8,299168,575 mi

Comparison: 8 similar vehicles

Dubois, PA

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Harrisville, PA

UnscoredLimited · 18
$8,99078,660 mi

Comparison: 18 similar vehicles

Harrisville, PA

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

Harrisville, PA

UnscoredLimited · 5
$10,99094,818 mi

Comparison: 5 similar vehicles

Harrisville, PA

2013 Subaru BRZ Premium

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

2013 Subaru BRZ Premium

Butler, PA

UnscoredLimited · 10
$10,999131,770 mi

Comparison: 10 similar vehicles

Butler, PA

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

New Castle, PA

UnscoredInsufficient · 0
$11,99051,176 mi

New Castle, PA

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

Grove City, PA

UnscoredLimited · 5
$11,999141,387 mi

Comparison: 5 similar vehicles

Grove City, PA

2012 Honda Civic SI

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

2012 Honda Civic SI

Butler, PA

UnscoredLimited · 14
$12,500124,234 mi

Comparison: 14 similar vehicles

Butler, PA

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Sarver, PA

UnscoredLimited · 8
$12,58576,485 mi

Comparison: 8 similar vehicles

Sarver, PA

2008 Mitsubishi Eclipse GS

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

2008 Mitsubishi Eclipse GS

Cranberry, PA

UnscoredInsufficient · 0
$13,48535,187 mi

Cranberry, PA

2017 Ford Mustang V6

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

2017 Ford Mustang V6

DuBois, PA

Fair PriceLimited · 18
$13,802110,703 mi

Market: $11,500 – $19,478

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

DuBois, PA

2004 Mazda RX-8 - MT

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

2004 Mazda RX-8 - MT

Butler, PA

UnscoredInsufficient · 0
$13,97746,482 mi

Butler, PA

2015 Ford Mustang V6

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

2015 Ford Mustang V6

DuBois, PA

UnscoredInsufficient · 3
$13,98681,699 mi

Comparison: 3 similar vehicles

DuBois, PA

2006 Nissan 350Z Enthusiast

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

2006 Nissan 350Z Enthusiast

Butler, PA

UnscoredInsufficient · 0
$14,48950,705 mi

Butler, PA

2016 Honda Civic EX

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

2016 Honda Civic EX

DuBois, PA

Fair PriceRobust · 101
$15,63460,926 mi

Market: $8,950 – $20,998

Comparison: 101 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

DuBois, PA

2015 Chevrolet Camaro 2LT

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

2015 Chevrolet Camaro 2LT

DuBois, PA

UnscoredInsufficient · 3
$15,780106,195 mi

Comparison: 3 similar vehicles

DuBois, PA

2018 Ford Mustang EcoBoost

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

2018 Ford Mustang EcoBoost

DuBois, PA

OverpricedLimited · 17
$17,48062,933 mi

Market: $13,495 – $17,415

Comparison: 17 similar vehicles

DuBois, PA

2017 Honda Civic Si

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

2017 Honda Civic Si

Knox, PA

Fair PriceLimited · 10
$17,50099,760 mi

Market: $14,500 – $19,990

Comparison: 10 similar vehicles

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

Knox, PA

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Kittanning, PA

UnscoredInsufficient · 0
$17,99537,000 mi

Kittanning, PA

2015 Chevrolet Camaro 1LS

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

2015 Chevrolet Camaro 1LS

Meadville, PA

UnscoredInsufficient · 0
$18,48039,824 mi

Meadville, PA

2017 Ford Mustang EcoBoost

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

2017 Ford Mustang EcoBoost

Butler, PA

Fair PriceLimited · 13
$18,48967,372 mi

Market: $9,995 – $20,998

Comparison: 13 similar vehicles

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

Butler, PA

2016 Ford Mustang V6

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

2016 Ford Mustang V6

Greenville, PA

Fair PriceModerate · 27
$18,49560,785 mi

Market: $12,648 – $19,900

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Greenville, PA

2010 Ford Mustang GT Premium

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

2010 Ford Mustang GT Premium

Butler, PA

UnscoredInsufficient · 3
$18,97771,867 mi

Comparison: 3 similar vehicles

Butler, PA

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

New Castle, PA

Fair PriceLimited · 12
$19,99576,304 mi

Market: $20,243 – $30,052

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 14 days listed (based on current market benchmarks)

New Castle, PA

2016 Ford Mustang EcoBoost Premium

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

2016 Ford Mustang EcoBoost Premium

New Castle, PA

UnscoredInsufficient · 3
$20,39040,792 mi

Comparison: 3 similar vehicles

New Castle, PA

2005 Ford Mustang GT Deluxe

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

2005 Ford Mustang GT Deluxe

Cranberry, PA

UnscoredLimited · 6
$20,48586,974 mi

Comparison: 6 similar vehicles

Cranberry, PA

1998 Chevrolet Camaro Z28

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

1998 Chevrolet Camaro Z28

Cranberry, PA

UnscoredInsufficient · 0
$20,48519,478 mi

Cranberry, PA

2019 Ford Mustang EcoBoost

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

2019 Ford Mustang EcoBoost

Seneca, PA

UnscoredLimited · 7
$21,26228,315 mi

Comparison: 7 similar vehicles

Seneca, PA

2009 Nissan 370Z NISMO

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

2009 Nissan 370Z NISMO

Zelienople, PA

UnscoredInsufficient · 0
$22,47879,587 mi

Zelienople, PA

2000 Chevrolet Corvette Base

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

2000 Chevrolet Corvette Base

Sarver, PA

UnscoredInsufficient · 0
$23,24526,109 mi

Sarver, PA

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Butler, PA

Fair PriceLimited · 10
$23,99543,362 mi

Market: $22,000 – $25,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Butler, PA

2014 Ford Mustang GT

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

2014 Ford Mustang GT

Meadville, PA

UnscoredInsufficient · 0
$25,50058,308 mi

Meadville, PA

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

New Castle, PA

UnscoredInsufficient · 0
$25,99812,185 mi

New Castle, PA

2021 Chevrolet Camaro 1LT

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

2021 Chevrolet Camaro 1LT

Butler, PA

UnscoredInsufficient · 0
$26,48929,448 mi

Butler, PA

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

DuBois, PA

Great DealLimited · 16
$28,08049,533 mi

Market: $29,490 – $31,690

Comparison: 16 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 144 days listed (based on current market benchmarks)

DuBois, PA

2018 Chevrolet Camaro 1SS

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

2018 Chevrolet Camaro 1SS

Oil City, PA

UnscoredInsufficient · 0
$29,38552,379 mi

Oil City, PA

2013 Dodge Challenger R/T

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

2013 Dodge Challenger R/T

Grove City, PA

UnscoredInsufficient · 0
$29,8825,263 mi

Grove City, PA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Butler, PA

Fair PriceModerate · 31
$31,4906,902 mi

Market: $29,487 – $37,170

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Butler, PA

2022 Dodge Challenger R/T

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

2022 Dodge Challenger R/T

New Castle, PA

Fair PriceLimited · 11
$31,55035,030 mi

Market: $28,995 – $40,448

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

New Castle, PA

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Grove City, PA

UnscoredLimited · 8
$32,8953,386 mi

Comparison: 8 similar vehicles

Grove City, PA

2019 Ford Mustang GT

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

2019 Ford Mustang GT

Butler, PA

UnscoredInsufficient · 0
$33,48934,118 mi

Butler, PA

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Franklin, PA

UnscoredInsufficient · 0
$33,490182 mi

Franklin, PA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Zelienople, PA

Fair PriceModerate · 27
$33,540Mileage not verified

Market: $30,975 – $48,815

Comparison: 27 similar vehicles

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

Zelienople, PA

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

Kittanning, PA

Fair PriceModerate · 27
$33,99535,000 mi

Market: $34,509 – $46,489

Comparison: 27 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 63 days listed (based on current market benchmarks)

Kittanning, PA

2022 Ford Mustang GT

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

2022 Ford Mustang GT

Zelienople, PA

UnscoredInsufficient · 0
$34,59830,812 mi

Zelienople, PA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Edinboro, PA

UnscoredLimited · 6
$34,760Mileage not verified

Comparison: 6 similar vehicles

Edinboro, PA

2015 Ford Mustang GT Premium

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

2015 Ford Mustang GT Premium

Chicora, PA

UnscoredInsufficient · 3
$34,99521,742 mi

Comparison: 3 similar vehicles

Chicora, PA

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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