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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

93 listings found

2013 Nissan Altima Coupe S

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

2013 Nissan Altima Coupe S

Windber, PA

UnscoredLimited · 5
$4,995115,000 mi

Comparison: 5 similar vehicles

Windber, PA

2006 Honda Civic LX

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

2006 Honda Civic LX

Orbisonia, PA

UnscoredModerate · 23
$4,995223,382 mi

Comparison: 23 similar vehicles

Orbisonia, PA

2002 Pontiac Firebird Base

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

2002 Pontiac Firebird Base

Boalsburg, PA

UnscoredInsufficient · 0
$4,995157,525 mi

Boalsburg, PA

2006 Scion tC Base

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

2006 Scion tC Base

Clearfield, PA

UnscoredInsufficient · 0
$6,400136,000 mi

Clearfield, PA

2011 Kia Forte Koup SX

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

2011 Kia Forte Koup SX

Orbisonia, PA

UnscoredInsufficient · 0
$6,995162,911 mi

Orbisonia, PA

2015 Honda Civic EX-L

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

2015 Honda Civic EX-L

Carlisle, PA

UnscoredInsufficient · 3
$7,000157,220 mi

Comparison: 3 similar vehicles

Carlisle, PA

2001 Chevrolet Corvette Base

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

2001 Chevrolet Corvette Base

Altoona, PA

UnscoredLimited · 14
$8,995137,288 mi

Comparison: 14 similar vehicles

Altoona, PA

2012 Honda Civic EX

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

2012 Honda Civic EX

Clearfield, PA

UnscoredRobust · 58
$9,100152,000 mi

Comparison: 58 similar vehicles

Clearfield, PA

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Newville, PA

UnscoredRobust · 73
$10,500132,000 mi

Comparison: 73 similar vehicles

Newville, PA

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Carlisle, PA

OverpricedLimited · 14
$10,500105,000 mi

Market: $2,995 – $10,195

Comparison: 14 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Carlisle, PA

2017 Honda Civic EX-L

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

2017 Honda Civic EX-L

State College, PA

UnscoredModerate · 22
$12,488132,179 mi

Comparison: 22 similar vehicles

State College, PA

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Altoona, PA

UnscoredInsufficient · 0
$12,98536,276 mi

Altoona, PA

2012 Chevrolet Camaro 1LS

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

2012 Chevrolet Camaro 1LS

Ebensburg, PA

UnscoredLimited · 5
$12,99578,000 mi

Comparison: 5 similar vehicles

Ebensburg, PA

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Chambersburg, PA

OverpricedLimited · 11
$13,485111,989 mi

Market: $5,900 – $12,585

Comparison: 11 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Chambersburg, PA

2011 Honda Accord EX

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

2011 Honda Accord EX

Chambersburg, PA

Fair PriceLimited · 12
$14,48572,617 mi

Market: $4,395 – $14,990

Comparison: 12 similar vehicles

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

Chambersburg, PA

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

Carlisle, PA

UnscoredInsufficient · 3
$14,950120,250 mi

Comparison: 3 similar vehicles

Carlisle, PA

2017 Dodge Challenger SXT

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

2017 Dodge Challenger SXT

Chambersburg, PA

UnscoredLimited · 5
$15,485131,754 mi

Comparison: 5 similar vehicles

Chambersburg, PA

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Shippensburg, PA

UnscoredInsufficient · 0
$15,95037,872 mi

Shippensburg, PA

2015 Ford Mustang EcoBoost Premium

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

2015 Ford Mustang EcoBoost Premium

East Freedom, PA

Fair PriceModerate · 28
$15,99570,157 mi

Market: $10,495 – $20,643

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

East Freedom, PA

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Altoona, PA

UnscoredInsufficient · 0
$16,48533,882 mi

Altoona, PA

2004 Ford Mustang GT Deluxe

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

2004 Ford Mustang GT Deluxe

Chambersburg, PA

UnscoredInsufficient · 0
$17,48551,152 mi

Chambersburg, PA

2009 Dodge Challenger SRT8

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

2009 Dodge Challenger SRT8

Altoona, PA

UnscoredInsufficient · 3
$18,48576,430 mi

Comparison: 3 similar vehicles

Altoona, PA

2018 Cadillac ATS Coupe Premium Luxury

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

2018 Cadillac ATS Coupe Premium Luxury

Johnstown, PA

UnscoredInsufficient · 0
$21,50054,776 mi

Johnstown, PA

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

Chambersburg, PA

Great DealModerate · 34
$22,485104,360 mi

Market: $24,900 – $37,790

Comparison: 34 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 98 days listed (based on current market benchmarks)

Chambersburg, PA

2008 Mercedes-Benz CL-Class CL63

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

2008 Mercedes-Benz CL-Class CL63

State College, PA

UnscoredInsufficient · 3
$22,90070,200 mi

Comparison: 3 similar vehicles

State College, PA

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

State College, PA

UnscoredLimited · 8
$22,91127,013 mi

Comparison: 8 similar vehicles

State College, 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

Altoona, PA

Fair PriceModerate · 21
$24,48571,691 mi

Market: $19,900 – $39,799

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Altoona, PA

2017 Nissan 370Z Coupe Touring

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

2017 Nissan 370Z Coupe Touring

State College, PA

UnscoredInsufficient · 0
$25,43733,018 mi

State College, PA

2022 Ford Mustang EcoBoost

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

2022 Ford Mustang EcoBoost

Huntingdon, PA

UnscoredInsufficient · 0
$26,98718,102 mi

Huntingdon, PA

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Chambersburg, PA

Fair PriceLimited · 19
$27,03041,383 mi

Market: $18,500 – $29,995

Comparison: 19 similar vehicles

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

Chambersburg, PA

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

Chambersburg, PA

Fair PriceModerate · 34
$27,48576,932 mi

Market: $22,485 – $37,790

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Chambersburg, PA

2024 Ford Mustang EcoBoost Premium

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

2024 Ford Mustang EcoBoost Premium

Windber, PA

UnscoredInsufficient · 3
$27,84533,177 mi

Comparison: 3 similar vehicles

Windber, PA

2021 Ford Mustang GT

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

2021 Ford Mustang GT

Philipsburg, PA

UnscoredInsufficient · 0
$28,49064,127 mi

Philipsburg, PA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Bellefonte, PA

Fair PriceRobust · 1295
$28,601Mileage not verified

Market: $27,466 – $51,800

Comparison: 1295 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 316 days listed (based on current market benchmarks)

Bellefonte, PA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Huntingdon, PA

Fair PriceRobust · 95
$29,4873,113 mi

Market: $29,495 – $37,170

Comparison: 95 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 7 days listed (based on current market benchmarks)

Huntingdon, PA

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Altoona, PA

UnscoredInsufficient · 4
$29,9854,694 mi

Comparison: 4 similar vehicles

Altoona, PA

2025 Ford Mustang EcoBoost

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

2025 Ford Mustang EcoBoost

Mill Hall, PA

Fair PriceModerate · 29
$29,9986,810 mi

Market: $28,174 – $37,294

Comparison: 29 similar vehicles

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

Mill Hall, PA

2019 Ford Mustang GT Premium

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

2019 Ford Mustang GT Premium

Chambersburg, PA

Fair PriceLimited · 14
$30,29974,888 mi

Market: $29,764 – $32,450

Comparison: 14 similar vehicles

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

Chambersburg, PA

2023 Mazda MX-5 Miata RF Grand Touring

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

2023 Mazda MX-5 Miata RF Grand Touring

Chambersburg, PA

UnscoredInsufficient · 0
$30,69410,090 mi

Chambersburg, PA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Chambersburg, PA

Fair PriceRobust · 1412
$32,162Mileage not verified

Market: $26,195 – $51,800

Comparison: 1412 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 384 days listed (based on current market benchmarks)

Chambersburg, PA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Chambersburg, PA

Fair PriceRobust · 112
$32,4854,943 mi

Market: $29,487 – $38,800

Comparison: 112 similar vehicles

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

Chambersburg, PA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Duncansville, PA

UnscoredInsufficient · 4
$33,007Mileage not verified

Comparison: 4 similar vehicles

Duncansville, PA

2023 Subaru BRZ Premium

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

2023 Subaru BRZ Premium

Carlisle, PA

UnscoredInsufficient · 0
$33,90030,942 mi

Carlisle, PA

2027 Toyota GR86 Base

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

2027 Toyota GR86 Base

Johnstown, PA

Fair PriceLimited · 14
$34,189Mileage not verified

Market: $32,354 – $36,068

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Johnstown, PA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Ebensburg, PA

Fair PriceRobust · 1262
$34,200Mileage not verified

Market: $27,466 – $51,800

Comparison: 1262 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Ebensburg, PA

2023 Ford Mustang GT

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

2023 Ford Mustang GT

State College, PA

UnscoredInsufficient · 0
$35,45535,012 mi

State College, PA

2018 Dodge Challenger Scat Pack

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

2018 Dodge Challenger Scat Pack

McConnellsburg, PA

UnscoredInsufficient · 0
$35,4857,441 mi

McConnellsburg, PA

2013 Chevrolet Camaro 2SS

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

2013 Chevrolet Camaro 2SS

Shippensburg, PA

UnscoredInsufficient · 0
$35,4855,904 mi

Shippensburg, PA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Chambersburg, PA

Fair PriceRobust · 214
$36,225Mileage not verified

Market: $27,666 – $45,869

Comparison: 214 similar vehicles

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

Chambersburg, PA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Chambersburg, PA

Fair PriceRobust · 75
$37,969Mileage not verified

Market: $36,004 – $46,059

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Chambersburg, 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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