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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

70 listings found

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Gridley, CA

UnscoredLimited · 7
$5,999190,626 mi

Comparison: 7 similar vehicles

Gridley, CA

2012 Nissan Altima S

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

2012 Nissan Altima S

Yuba City, CA

Fair PriceLimited · 10
$6,950101,526 mi

Market: $5,080 – $8,450

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 158 days listed (based on current market benchmarks)

Yuba City, CA

2012 Mitsubishi Eclipse GS

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

2012 Mitsubishi Eclipse GS

Paradise, CA

UnscoredInsufficient · 0
$8,350131,225 mi

Paradise, CA

2006 Honda Civic EX

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

2006 Honda Civic EX

Chico, CA

UnscoredLimited · 6
$8,99572,630 mi

Comparison: 6 similar vehicles

Chico, CA

2014 MINI Cooper Base

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

2014 MINI Cooper Base

Paradise, CA

UnscoredLimited · 5
$9,58898,525 mi

Comparison: 5 similar vehicles

Paradise, CA

2015 Scion tC Base

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

2015 Scion tC Base

Chico, CA

UnscoredInsufficient · 4
$9,988180,595 mi

Comparison: 4 similar vehicles

Chico, CA

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Paradise, CA

UnscoredLimited · 9
$9,995103,440 mi

Comparison: 9 similar vehicles

Paradise, CA

2013 Honda Civic LX

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

2013 Honda Civic LX

Orland, CA

UnscoredRobust · 63
$10,065154,895 mi

Comparison: 63 similar vehicles

Orland, CA

2012 Scion tC Release Series 7.0

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

2012 Scion tC Release Series 7.0

Orland, CA

UnscoredInsufficient · 0
$10,065117,016 mi

Orland, CA

2009 Honda Accord LX-S

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

2009 Honda Accord LX-S

Orland, CA

UnscoredInsufficient · 0
$11,065139,208 mi

Orland, CA

2013 Honda Civic EX

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

2013 Honda Civic EX

Orland, CA

OverpricedLimited · 12
$13,065110,133 mi

Market: $7,650 – $11,999

Comparison: 12 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Orland, CA

2012 Chevrolet Camaro 2LT

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

2012 Chevrolet Camaro 2LT

Orland, CA

UnscoredInsufficient · 3
$16,065114,054 mi

Comparison: 3 similar vehicles

Orland, CA

2016 Honda Accord Touring

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

2016 Honda Accord Touring

Chico, CA

Fair PriceLimited · 12
$18,988100,655 mi

Market: $12,999 – $19,617

Comparison: 12 similar vehicles

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

Chico, CA

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Chico, CA

Fair PriceLimited · 16
$19,98876,945 mi

Market: $13,485 – $19,990

Comparison: 16 similar vehicles

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

Chico, CA

2017 INFINITI Q60 Coupe Premium

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

2017 INFINITI Q60 Coupe Premium

Chico, CA

UnscoredLimited · 5
$19,98893,017 mi

Comparison: 5 similar vehicles

Chico, CA

2018 Honda Civic EX-T

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

2018 Honda Civic EX-T

Orland, CA

UnscoredInsufficient · 3
$21,06571,347 mi

Comparison: 3 similar vehicles

Orland, CA

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Colusa, CA

UnscoredInsufficient · 0
$22,60055,325 mi

Colusa, CA

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

Oroville, CA

Great DealLimited · 10
$24,16783,252 mi

Market: $25,999 – $36,154

Comparison: 10 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 40 days listed (based on current market benchmarks)

Oroville, CA

2022 BMW 2 Series 230i

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

2022 BMW 2 Series 230i

Chico, CA

UnscoredInsufficient · 0
$24,25662,822 mi

Chico, CA

2023 Chevrolet Camaro 1LT

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

2023 Chevrolet Camaro 1LT

Chico, CA

UnscoredLimited · 9
$26,08043,500 mi

Comparison: 9 similar vehicles

Chico, CA

2023 Ford Mustang EcoBoost Premium

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

2023 Ford Mustang EcoBoost Premium

Yuba City, CA

UnscoredLimited · 5
$27,06060,048 mi

Comparison: 5 similar vehicles

Yuba City, CA

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

Chico, CA

UnscoredInsufficient · 0
$30,98838,464 mi

Chico, CA

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

Corning, CA

UnscoredInsufficient · 0
$32,27139,012 mi

Corning, CA

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Chico, CA

UnscoredInsufficient · 3
$32,5806,933 mi

Comparison: 3 similar vehicles

Chico, CA

2024 Subaru BRZ Limited

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

2024 Subaru BRZ Limited

Chico, CA

UnscoredInsufficient · 0
$33,988Mileage not verified

Chico, CA

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

Oroville, CA

OverpricedLimited · 13
$35,11720,065 mi

Market: $31,760 – $31,932

Comparison: 13 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Oroville, CA

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

Yuba City, CA

UnscoredInsufficient · 0
$35,65822,014 mi

Yuba City, CA

2023 Dodge Challenger GT

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

2023 Dodge Challenger GT

Chico, CA

UnscoredInsufficient · 0
$35,98817,797 mi

Chico, CA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Yuba City, CA

Fair PriceRobust · 139
$36,012Mileage not verified

Market: $30,660 – $49,247

Comparison: 139 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 229 days listed (based on current market benchmarks)

Yuba City, CA

2023 Mercedes-Benz C-Class Coupe C 300

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

2023 Mercedes-Benz C-Class Coupe C 300

Yuba City, CA

UnscoredInsufficient · 3
$36,23417,427 mi

Comparison: 3 similar vehicles

Yuba City, CA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Yuba City, CA

Fair PriceRobust · 139
$37,157Mileage not verified

Market: $30,660 – $49,247

Comparison: 139 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Yuba City, CA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Oroville, CA

Fair PriceModerate · 39
$38,626Mileage not verified

Market: $37,499 – $46,969

Comparison: 39 similar vehicles

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

Oroville, CA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Yuba City, CA

Fair PriceLimited · 12
$38,851Mileage not verified

Market: $37,006 – $45,014

Comparison: 12 similar vehicles

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

Yuba City, CA

2019 Ford Mustang Bullitt

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

2019 Ford Mustang Bullitt

Colusa, CA

UnscoredInsufficient · 0
$38,89543,446 mi

Colusa, CA

2026 Subaru BRZ tS

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

2026 Subaru BRZ tS

Chico, CA

Fair PriceLimited · 15
$39,210Mileage not verified

Market: $38,121 – $44,116

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

Chico, CA

2026 Subaru BRZ tS

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

2026 Subaru BRZ tS

Chico, CA

Fair PriceLimited · 15
$39,473Mileage not verified

Market: $38,121 – $44,116

Comparison: 15 similar vehicles

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

Chico, CA

2026 Mazda MX-5 Miata RF Grand Touring

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

2026 Mazda MX-5 Miata RF Grand Touring

Chico, CA

Fair PriceModerate · 42
$40,957Mileage not verified

Market: $40,097 – $46,313

Comparison: 42 similar vehicles

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

Chico, CA

2026 Mazda MX-5 Miata RF Grand Touring

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

2026 Mazda MX-5 Miata RF Grand Touring

Yuba City, CA

UnscoredLimited · 5
$41,842Mileage not verified

Comparison: 5 similar vehicles

Yuba City, CA

2027 Honda Prelude Base

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

2027 Honda Prelude Base

Yuba City, CA

UnscoredInsufficient · 4
$41,884Mileage not verified

Comparison: 4 similar vehicles

Yuba City, CA

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Corning, CA

Fair PriceModerate · 29
$41,961Mileage not verified

Market: $40,089 – $52,262

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 144 days listed (based on current market benchmarks)

Corning, CA

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Corning, CA

Fair PriceModerate · 29
$42,661Mileage not verified

Market: $40,089 – $52,262

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 153 days listed (based on current market benchmarks)

Corning, CA

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Corning, CA

Fair PriceModerate · 29
$43,056Mileage not verified

Market: $40,089 – $52,262

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 144 days listed (based on current market benchmarks)

Corning, CA

2026 Honda Prelude Base

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

2026 Honda Prelude Base

Chico, CA

Fair PriceRobust · 78
$43,772Mileage not verified

Market: $41,497 – $48,961

Comparison: 78 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Chico, CA

2026 Honda Prelude Base

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

2026 Honda Prelude Base

Chico, CA

Fair PriceRobust · 78
$43,972Mileage not verified

Market: $41,497 – $48,961

Comparison: 78 similar vehicles

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

Chico, CA

2014 Chevrolet Corvette Z51

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

2014 Chevrolet Corvette Z51

Oroville, CA

UnscoredInsufficient · 3
$45,72026,407 mi

Comparison: 3 similar vehicles

Oroville, CA

2026 Nissan Z Sport

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

2026 Nissan Z Sport

Chico, CA

Fair PriceLimited · 11
$46,827Mileage not verified

Market: $44,225 – $46,958

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 238 days listed (based on current market benchmarks)

Chico, CA

2027 Nissan Z Sport

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

2027 Nissan Z Sport

Chico, CA

Fair PriceModerate · 37
$46,862Mileage not verified

Market: $45,547 – $50,752

Comparison: 37 similar vehicles

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

Chico, CA

2023 Ford Mustang GT Premium

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

2023 Ford Mustang GT Premium

Oroville, CA

UnscoredInsufficient · 0
$47,11712,021 mi

Oroville, CA

2025 Ford Mustang GT Premium

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

2025 Ford Mustang GT Premium

Oroville, CA

UnscoredLimited · 5
$48,39810,418 mi

Comparison: 5 similar vehicles

Oroville, CA

2026 BMW 2 Series 230i

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

2026 BMW 2 Series 230i

Chico, CA

Fair PriceRobust · 83
$49,945Mileage not verified

Market: $46,227 – $55,252

Comparison: 83 similar vehicles

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

Chico, CA

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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