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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 8, 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

83 listings found

2003 Kia Sorento EX

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

2003 Kia Sorento EX

Gridley, CA

UnscoredInsufficient · 0
$3,99995,146 mi

Gridley, CA

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Gridley, CA

UnscoredInsufficient · 3
$4,991172,657 mi

Comparison: 3 similar vehicles

Gridley, CA

2014 Ford Focus Titanium

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

2014 Ford Focus Titanium

Gridley, CA

Unscored
$4,999126,351 mi

Comparison: 5 similar vehicles

Gridley, CA

2005 Volkswagen New Beetle GLS

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

2005 Volkswagen New Beetle GLS

Gridley, CA

UnscoredInsufficient · 0
$4,999114,940 mi

Gridley, CA

2015 Kia Soul Base

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

2015 Kia Soul Base

Gridley, CA

Unscored
$5,499122,149 mi

Comparison: 16 similar vehicles

Gridley, CA

2011 Chevrolet Silverado 1500 Work Truck

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

2011 Chevrolet Silverado 1500 Work Truck

Gridley, CA

UnscoredInsufficient · 0
$5,999195,351 mi

Gridley, CA

2010 Ford Expedition Limited

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

2010 Ford Expedition Limited

Gridley, CA

UnscoredInsufficient · 0
$5,999215,818 mi

Gridley, CA

2009 Subaru Forester 2.5X Limited

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

2009 Subaru Forester 2.5X Limited

Gridley, CA

UnscoredInsufficient · 3
$5,999159,492 mi

Comparison: 3 similar vehicles

Gridley, CA

2004 Toyota Sequoia SR5

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

2004 Toyota Sequoia SR5

Gridley, CA

UnscoredInsufficient · 3
$5,999225,424 mi

Comparison: 3 similar vehicles

Gridley, CA

2000 GMC Yukon XL SLE

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

2000 GMC Yukon XL SLE

Gridley, CA

UnscoredInsufficient · 0
$5,999157,551 mi

Gridley, CA

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Gridley, CA

UnscoredInsufficient · 3
$6,499146,425 mi

Comparison: 3 similar vehicles

Gridley, CA

2014 Ford Escape SE

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

2014 Ford Escape SE

Gridley, CA

Unscored
$6,999166,620 mi

Comparison: 12 similar vehicles

Gridley, CA

2014 Ford Edge Limited

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

2014 Ford Edge Limited

Gridley, CA

UnscoredInsufficient · 4
$6,999164,541 mi

Comparison: 4 similar vehicles

Gridley, CA

2013 Ford Escape Titanium

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

2013 Ford Escape Titanium

Gridley, CA

Unscored
$6,999173,270 mi

Comparison: 6 similar vehicles

Gridley, CA

2016 GMC Savana Cargo Work Van

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

2016 GMC Savana Cargo Work Van

Gridley, CA

UnscoredInsufficient · 0
$7,999134,864 mi

Gridley, CA

2014 Ford F-150 STX

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

2014 Ford F-150 STX

Gridley, CA

Unscored
$7,999207,151 mi

Comparison: 9 similar vehicles

Gridley, CA

2007 Ford Explorer Eddie Bauer

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

2007 Ford Explorer Eddie Bauer

Gridley, CA

UnscoredInsufficient · 0
$7,99955,128 mi

Gridley, CA

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Gridley, CA

Unscored
$8,999149,029 mi

Comparison: 8 similar vehicles

Gridley, CA

2012 Chevrolet Silverado 1500 LS

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

2012 Chevrolet Silverado 1500 LS

Gridley, CA

UnscoredInsufficient · 0
$8,999200,943 mi

Gridley, CA

2009 Dodge Ram 1500 Pickup SLT

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

2009 Dodge Ram 1500 Pickup SLT

Gridley, CA

Unscored
$9,999133,977 mi

Comparison: 6 similar vehicles

Gridley, CA

2015 GMC Yukon SLT

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

2015 GMC Yukon SLT

Gridley, CA

Unscored
$10,999206,819 mi

Comparison: 8 similar vehicles

Gridley, CA

2016 Toyota Prius Four

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

2016 Toyota Prius Four

Gridley, CA

Fair PriceLimited · 18
$12,992108,069 mi

Market: $12,995 – $19,590

Comparison: 18 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 73 days listed (based on current market benchmarks)

Gridley, CA

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Gridley, CA

Unscored
$12,992164,654 mi

Comparison: 20 similar vehicles

Gridley, CA

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Gridley, CA

UnscoredInsufficient · 0
$13,16950,324 mi

Gridley, CA

2016 GMC Yukon Denali

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

2016 GMC Yukon Denali

Gridley, CA

Unscored
$16,997149,089 mi

Comparison: 13 similar vehicles

Gridley, CA

2022 Kia Sorento LX

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

2022 Kia Sorento LX

Gridley, CA

Unscored
$16,99979,414 mi

Comparison: 17 similar vehicles

Gridley, CA

2024 Ford Escape Active

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

2024 Ford Escape Active

Gridley, CA

Unscored
$22,16934,618 mi

Comparison: 6 similar vehicles

Gridley, CA

2014 Toyota Tundra SR5

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

2014 Toyota Tundra SR5

Gridley, CA

UnscoredInsufficient · 0
$23,56748,515 mi

Gridley, CA

2019 Jeep Wrangler Unlimited Moab

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

2019 Jeep Wrangler Unlimited Moab

Gridley, CA

UnscoredInsufficient · 0
$30,16944,992 mi

Gridley, CA

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Gridley, CA

Fair PriceLimited · 13
$32,16928,719 mi

Market: $27,881 – $33,165

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Gridley, CA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Gridley, CA

Fair PriceModerate · 32
$32,747Mileage not verified

Market: $30,697 – $38,972

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Gridley, CA

2021 Honda Pilot Elite

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

2021 Honda Pilot Elite

Gridley, CA

UnscoredInsufficient · 0
$35,16932,382 mi

Gridley, CA

2026 Ford Maverick Lobo Standard

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

2026 Ford Maverick Lobo Standard

Gridley, CA

Fair PriceRobust · 118
$35,747Mileage not verified

Market: $34,699 – $42,472

Comparison: 118 similar vehicles

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

Gridley, CA

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Gridley, CA

Fair PriceRobust · 56
$36,16945,219 mi

Market: $31,999 – $42,998

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 347 days listed (based on current market benchmarks)

Gridley, CA

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Gridley, CA

Fair PriceRobust · 56
$37,16948,245 mi

Market: $31,999 – $42,998

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 402 days listed (based on current market benchmarks)

Gridley, CA

2026 Ford Maverick Lariat

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

2026 Ford Maverick Lariat

Gridley, CA

UnscoredInsufficient · 4
$39,802Mileage not verified

Comparison: 4 similar vehicles

Gridley, CA

2025 Ford Bronco 4-Door Big Bend

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

2025 Ford Bronco 4-Door Big Bend

Gridley, CA

Unscored
$40,16933,704 mi

Comparison: 7 similar vehicles

Gridley, CA

2025 Ford Bronco 4-Door Big Bend

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

2025 Ford Bronco 4-Door Big Bend

Gridley, CA

Fair PriceLimited · 17
$40,16929,739 mi

Market: $36,105 – $42,087

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Gridley, CA

2025 Ford F-150 XLT

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

2025 Ford F-150 XLT

Gridley, CA

Unscored
$40,16935,611 mi

Comparison: 6 similar vehicles

Gridley, CA

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Gridley, CA

Fair PriceLimited · 10
$41,497146 mi

Market: $37,962 – $48,692

Comparison: 10 similar vehicles

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

Gridley, CA

2025 Ford F-150 XLT

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

2025 Ford F-150 XLT

Gridley, CA

UnscoredInsufficient · 4
$42,16929,253 mi

Comparison: 4 similar vehicles

Gridley, CA

2023 Ford Bronco 4-Door Outer Banks

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

2023 Ford Bronco 4-Door Outer Banks

Gridley, CA

UnscoredInsufficient · 0
$44,16936,117 mi

Gridley, CA

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Gridley, CA

Fair PriceLimited · 10
$44,892Mileage not verified

Market: $37,962 – $48,692

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Gridley, CA

2024 RAM 2500 Pickup Laramie

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

2024 RAM 2500 Pickup Laramie

Gridley, CA

Unscored
$52,16932,051 mi

Comparison: 6 similar vehicles

Gridley, CA

2026 Ford Transit Van Base

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

2026 Ford Transit Van Base

Gridley, CA

UnscoredInsufficient · 4
$53,842Mileage not verified

Comparison: 4 similar vehicles

Gridley, CA

2025 Ford Expedition Active

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

2025 Ford Expedition Active

Gridley, CA

Unscored
$54,16927,755 mi

Comparison: 5 similar vehicles

Gridley, CA

2025 Ford Expedition Active

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

2025 Ford Expedition Active

Gridley, CA

Unscored
$54,16926,600 mi

Comparison: 5 similar vehicles

Gridley, CA

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Gridley, CA

Fair PriceModerate · 41
$54,610Mileage not verified

Market: $45,392 – $69,097

Comparison: 41 similar vehicles

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

Gridley, CA

2024 RAM 2500 Pickup Laramie

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

2024 RAM 2500 Pickup Laramie

Gridley, CA

Fair PriceLimited · 13
$55,16914,907 mi

Market: $53,960 – $63,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Gridley, CA

2027 Ford Transit Van Base

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

2027 Ford Transit Van Base

Gridley, CA

Fair PriceRobust · 609
$58,887Mileage not verified

Market: $49,467 – $91,250

Comparison: 609 similar vehicles

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

Gridley, 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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