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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 · November 9, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

430 listings found

2009 Chevrolet HHR LT

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

2009 Chevrolet HHR LT

Porterville, CA

UnscoredInsufficient · 0
$5,995122,530 mi

Porterville, CA

2007 Buick LaCrosse CXL

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

2007 Buick LaCrosse CXL

Porterville, CA

UnscoredInsufficient · 0
$7,99574,322 mi

Porterville, CA

2009 Buick Lucerne CXL

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

2009 Buick Lucerne CXL

Porterville, CA

UnscoredInsufficient · 0
$8,04693,441 mi

Porterville, CA

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Porterville, CA

Fair PriceModerate · 32
$8,700105,122 mi

Market: $4,875 – $10,995

Comparison: 32 similar vehicles

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

Porterville, CA

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Porterville, CA

Unscored
$8,700113,623 mi

Comparison: 9 similar vehicles

Porterville, CA

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Porterville, CA

Fair PriceLimited · 14
$8,987116,739 mi

Market: $4,995 – $11,179

Comparison: 14 similar vehicles

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

Porterville, CA

2010 Ford Explorer XLT

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

2010 Ford Explorer XLT

Porterville, CA

UnscoredInsufficient · 4
$8,995118,418 mi

Comparison: 4 similar vehicles

Porterville, CA

2007 Lexus IS 250

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

2007 Lexus IS 250

Porterville, CA

Unscored
$9,048189,462 mi

Comparison: 12 similar vehicles

Porterville, CA

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Porterville, CA

Unscored
$9,40098,727 mi

Comparison: 5 similar vehicles

Porterville, CA

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Porterville, CA

Unscored
$9,500139,131 mi

Comparison: 21 similar vehicles

Porterville, CA

2016 Jeep Cherokee Trailhawk

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

2016 Jeep Cherokee Trailhawk

Porterville, CA

UnscoredInsufficient · 4
$9,600129,519 mi

Comparison: 4 similar vehicles

Porterville, CA

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Porterville, CA

Fair PriceRobust · 65
$11,58695,669 mi

Market: $5,988 – $19,995

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Porterville, CA

2018 Honda HR-V LX

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

2018 Honda HR-V LX

Porterville, CA

Unscored
$12,086134,049 mi

Comparison: 9 similar vehicles

Porterville, CA

2002 Chevrolet Silverado 1500 LS

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

2002 Chevrolet Silverado 1500 LS

Porterville, CA

UnscoredInsufficient · 0
$12,995175,284 mi

Porterville, CA

1999 Chevrolet Tahoe LS

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

1999 Chevrolet Tahoe LS

Porterville, CA

UnscoredInsufficient · 0
$12,995156,517 mi

Porterville, CA

2018 MINI Clubman S

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

2018 MINI Clubman S

Porterville, CA

UnscoredInsufficient · 0
$13,40079,472 mi

Porterville, CA

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Porterville, CA

Fair PriceLimited · 14
$13,400112,880 mi

Market: $8,995 – $15,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Porterville, CA

2010 Ford F-150 Platinum

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

2010 Ford F-150 Platinum

Porterville, CA

UnscoredInsufficient · 0
$13,600122,500 mi

Porterville, CA

2015 Chrysler 200 C

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

2015 Chrysler 200 C

Porterville, CA

UnscoredInsufficient · 0
$14,17149,856 mi

Porterville, CA

2016 Ford Expedition XLT

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

2016 Ford Expedition XLT

Porterville, CA

UnscoredInsufficient · 0
$14,40082,702 mi

Porterville, CA

2014 Honda Civic EX

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

2014 Honda Civic EX

Porterville, CA

Fair PriceModerate · 26
$15,17189,055 mi

Market: $5,989 – $15,668

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Porterville, CA

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Porterville, CA

UnscoredInsufficient · 4
$16,37148,584 mi

Comparison: 4 similar vehicles

Porterville, CA

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Porterville, CA

Fair PriceRobust · 91
$16,40089,161 mi

Market: $10,444 – $27,995

Comparison: 91 similar vehicles

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

Porterville, CA

2018 Subaru Crosstrek Limited

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

2018 Subaru Crosstrek Limited

Porterville, CA

Fair PriceLimited · 11
$16,80094,685 mi

Market: $9,999 – $18,337

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Porterville, CA

2020 Nissan NV Cargo S

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

2020 Nissan NV Cargo S

Porterville, CA

UnscoredInsufficient · 4
$17,271103,084 mi

Comparison: 4 similar vehicles

Porterville, CA

2017 MINI Cooper S

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

2017 MINI Cooper S

Porterville, CA

Unscored
$17,37149,058 mi

Comparison: 7 similar vehicles

Porterville, CA

2021 Hyundai Tucson Ultimate

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

2021 Hyundai Tucson Ultimate

Porterville, CA

Unscored
$17,40071,706 mi

Comparison: 9 similar vehicles

Porterville, CA

2018 Honda Accord LX

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

2018 Honda Accord LX

Porterville, CA

UnscoredInsufficient · 3
$17,616111,886 mi

Comparison: 3 similar vehicles

Porterville, CA

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Porterville, CA

Unscored
$17,800126,335 mi

Comparison: 10 similar vehicles

Porterville, CA

2021 Nissan Altima SV

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

2021 Nissan Altima SV

Porterville, CA

Fair PriceModerate · 38
$18,12176,514 mi

Market: $10,895 – $26,995

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Porterville, CA

2022 Ford Edge SE

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

2022 Ford Edge SE

Porterville, CA

UnscoredInsufficient · 0
$18,37170,098 mi

Porterville, CA

2021 Jeep Compass 80th Spec. Edition

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

2021 Jeep Compass 80th Spec. Edition

Porterville, CA

UnscoredInsufficient · 0
$18,67157,839 mi

Porterville, CA

2021 Volkswagen Atlas Cross Sport SE w/Tech R-Line

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

2021 Volkswagen Atlas Cross Sport SE w/Tech R-Line

Porterville, CA

UnscoredInsufficient · 0
$18,70077,687 mi

Porterville, CA

2017 Jeep Wrangler Willys Wheeler

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

2017 Jeep Wrangler Willys Wheeler

Porterville, CA

Unscored
$18,80080,114 mi

Comparison: 5 similar vehicles

Porterville, CA

2017 Chevrolet Tahoe LS

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

2017 Chevrolet Tahoe LS

Porterville, CA

Fair PriceLimited · 13
$18,971103,101 mi

Market: $10,999 – $22,865

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Porterville, CA

2024 Nissan Versa Sedan SV

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

2024 Nissan Versa Sedan SV

Porterville, CA

OverpricedModerate · 25
$19,12153,199 mi

Market: $14,810 – $17,179

Comparison: 25 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Porterville, CA

2018 Alfa Romeo Giulia Ti Lusso

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

2018 Alfa Romeo Giulia Ti Lusso

Porterville, CA

UnscoredInsufficient · 0
$19,37153,150 mi

Porterville, CA

2016 Audi A3 Cabriolet Prestige

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

2016 Audi A3 Cabriolet Prestige

Porterville, CA

UnscoredInsufficient · 0
$19,37156,749 mi

Porterville, CA

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Porterville, CA

OverpricedLimited · 10
$20,12164,935 mi

Market: $16,888 – $19,552

Comparison: 10 similar vehicles

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

Porterville, CA

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Porterville, CA

Fair PriceModerate · 49
$20,12164,102 mi

Market: $13,900 – $22,569

Comparison: 49 similar vehicles

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

Porterville, CA

2022 Jeep Renegade Sport

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

2022 Jeep Renegade Sport

Porterville, CA

UnscoredInsufficient · 0
$20,12136,723 mi

Porterville, CA

2019 Buick LaCrosse Essence

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

2019 Buick LaCrosse Essence

Porterville, CA

UnscoredInsufficient · 0
$20,12173,795 mi

Porterville, CA

2023 Ford Escape ST-Line

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

2023 Ford Escape ST-Line

Porterville, CA

Unscored
$20,37161,233 mi

Comparison: 6 similar vehicles

Porterville, CA

2023 Ford Explorer Base

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

2023 Ford Explorer Base

Porterville, CA

Unscored
$20,46594,764 mi

Comparison: 7 similar vehicles

Porterville, CA

2025 Hyundai Elantra SEL

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

2025 Hyundai Elantra SEL

Porterville, CA

Fair PriceModerate · 23
$20,64422,109 mi

Market: $17,941 – $22,115

Comparison: 23 similar vehicles

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

Porterville, CA

2017 Lexus RX 350

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

2017 Lexus RX 350

Porterville, CA

Fair PriceRobust · 98
$20,686117,340 mi

Market: $14,775 – $28,590

Comparison: 98 similar vehicles

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

Porterville, CA

2023 Chrysler Pacifica Hybrid Limited

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

2023 Chrysler Pacifica Hybrid Limited

Porterville, CA

Unscored
$20,89956,979 mi

Comparison: 9 similar vehicles

Porterville, CA

2020 Jeep Grand Cherokee Trailhawk

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

2020 Jeep Grand Cherokee Trailhawk

Porterville, CA

Fair PriceLimited · 12
$20,93567,229 mi

Market: $15,073 – $29,167

Comparison: 12 similar vehicles

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

Porterville, CA

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Porterville, CA

Fair PriceRobust · 68
$21,036116,200 mi

Market: $11,099 – $39,872

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Porterville, CA

2022 Honda Pilot Sport

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

2022 Honda Pilot Sport

Porterville, CA

Unscored
$21,060105,087 mi

Comparison: 19 similar vehicles

Porterville, CA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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