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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

176 listings found

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Rio Vista, CA

Unscored
$14,81459,878 mi

Comparison: 28 similar vehicles

Rio Vista, CA

2021 Ford Escape S

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

2021 Ford Escape S

Rio Vista, CA

UnscoredInsufficient · 0
$14,98846,347 mi

Rio Vista, CA

2020 Chevrolet Malibu 1FL

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

2020 Chevrolet Malibu 1FL

Rio Vista, CA

UnscoredInsufficient · 0
$15,28858,351 mi

Rio Vista, CA

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Rio Vista, CA

UnscoredInsufficient · 4
$16,28870,050 mi

Comparison: 4 similar vehicles

Rio Vista, CA

2018 Acura MDX Advance Package

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

2018 Acura MDX Advance Package

Rio Vista, CA

UnscoredInsufficient · 4
$17,654118,436 mi

Comparison: 4 similar vehicles

Rio Vista, CA

2024 Chevrolet Trax LT

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

2024 Chevrolet Trax LT

Rio Vista, CA

UnscoredInsufficient · 4
$18,68936,881 mi

Comparison: 4 similar vehicles

Rio Vista, CA

2024 Chevrolet Trax LS

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

2024 Chevrolet Trax LS

Rio Vista, CA

Unscored
$18,93323,238 mi

Comparison: 5 similar vehicles

Rio Vista, CA

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Rio Vista, CA

Fair PriceModerate · 24
$20,98856,230 mi

Market: $17,968 – $23,980

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Rio Vista, CA

2025 Ford Escape ST-Line

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

2025 Ford Escape ST-Line

Rio Vista, CA

Fair PriceModerate · 21
$21,98832,140 mi

Market: $19,199 – $23,627

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Rio Vista, CA

2025 Chevrolet Trax Activ

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

2025 Chevrolet Trax Activ

Rio Vista, CA

UnscoredInsufficient · 0
$22,6759,355 mi

Rio Vista, CA

2022 Ford Ranger XLT

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

2022 Ford Ranger XLT

Rio Vista, CA

Unscored
$24,51164,892 mi

Comparison: 6 similar vehicles

Rio Vista, CA

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Rio Vista, CA

Fair PriceLimited · 16
$24,98841,381 mi

Market: $22,857 – $25,951

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Rio Vista, CA

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Rio Vista, CA

Fair PriceRobust · 118
$25,725Mileage not verified

Market: $22,466 – $29,797

Comparison: 118 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Rio Vista, CA

2024 Jeep Grand Cherokee Altitude

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

2024 Jeep Grand Cherokee Altitude

Rio Vista, CA

UnscoredInsufficient · 3
$25,78854,618 mi

Comparison: 3 similar vehicles

Rio Vista, CA

2019 Chevrolet Silverado 1500 RST

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

2019 Chevrolet Silverado 1500 RST

Rio Vista, CA

Unscored
$25,788135,042 mi

Comparison: 7 similar vehicles

Rio Vista, CA

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Rio Vista, CA

Fair PriceModerate · 42
$26,534Mileage not verified

Market: $23,976 – $29,307

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Rio Vista, CA

2023 Nissan Rogue Platinum

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

2023 Nissan Rogue Platinum

Rio Vista, CA

UnscoredInsufficient · 0
$26,88819,206 mi

Rio Vista, CA

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Rio Vista, CA

Fair PriceModerate · 42
$26,928Mileage not verified

Market: $23,976 – $29,307

Comparison: 42 similar vehicles

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

Rio Vista, CA

2017 GMC Canyon SLT

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

2017 GMC Canyon SLT

Rio Vista, CA

UnscoredInsufficient · 0
$26,98859,568 mi

Rio Vista, CA

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Rio Vista, CA

Fair PriceModerate · 42
$27,262Mileage not verified

Market: $23,976 – $29,307

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 128 days listed (based on current market benchmarks)

Rio Vista, CA

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Rio Vista, CA

Fair PriceModerate · 42
$27,362Mileage not verified

Market: $23,976 – $29,307

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Rio Vista, CA

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Rio Vista, CA

Fair PriceModerate · 42
$27,362Mileage not verified

Market: $23,976 – $29,307

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Rio Vista, CA

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Rio Vista, CA

Fair PriceRobust · 118
$27,462Mileage not verified

Market: $22,466 – $29,797

Comparison: 118 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Rio Vista, CA

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Rio Vista, CA

Fair PriceModerate · 42
$27,756Mileage not verified

Market: $23,976 – $29,307

Comparison: 42 similar vehicles

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

Rio Vista, CA

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Rio Vista, CA

Fair PriceModerate · 42
$27,756Mileage not verified

Market: $23,976 – $29,307

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Rio Vista, CA

2026 Chevrolet Trailblazer Activ

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

2026 Chevrolet Trailblazer Activ

Rio Vista, CA

Unscored
$28,4993,061 mi

Comparison: 7 similar vehicles

Rio Vista, CA

2024 RAM 1500 Classic Warlock

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

2024 RAM 1500 Classic Warlock

Rio Vista, CA

Unscored
$28,58857,424 mi

Comparison: 9 similar vehicles

Rio Vista, CA

2025 Toyota RAV4 XLE

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

2025 Toyota RAV4 XLE

Rio Vista, CA

Fair PriceModerate · 48
$28,91334,746 mi

Market: $29,032 – $38,170

Comparison: 48 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 88 days listed (based on current market benchmarks)

Rio Vista, CA

2025 Honda Accord Hybrid Sport

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

2025 Honda Accord Hybrid Sport

Rio Vista, CA

UnscoredInsufficient · 4
$28,94335,872 mi

Comparison: 4 similar vehicles

Rio Vista, CA

2025 Chrysler Pacifica Limited

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

2025 Chrysler Pacifica Limited

Rio Vista, CA

UnscoredInsufficient · 4
$29,98853,496 mi

Comparison: 4 similar vehicles

Rio Vista, CA

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Rio Vista, CA

Fair PriceRobust · 111
$30,225Mileage not verified

Market: $27,112 – $40,107

Comparison: 111 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Rio Vista, CA

2026 Chevrolet Trailblazer RS

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

2026 Chevrolet Trailblazer RS

Rio Vista, CA

Fair PriceModerate · 27
$31,443Mileage not verified

Market: $27,252 – $35,487

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Rio Vista, CA

2026 Chevrolet Trailblazer Activ

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

2026 Chevrolet Trailblazer Activ

Rio Vista, CA

Fair PriceLimited · 12
$31,530Mileage not verified

Market: $25,320 – $34,301

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Rio Vista, CA

2025 Chevrolet Express Cargo Work Van

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

2025 Chevrolet Express Cargo Work Van

Rio Vista, CA

OverpricedLimited · 10
$31,54510,613 mi

Market: $31,149 – $31,321

Comparison: 10 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Rio Vista, CA

2019 Ford E-Series Cutaway Base

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

2019 Ford E-Series Cutaway Base

Rio Vista, CA

UnscoredInsufficient · 3
$31,58867,381 mi

Comparison: 3 similar vehicles

Rio Vista, CA

2025 Ford Transit Van Base

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

2025 Ford Transit Van Base

Rio Vista, CA

UnscoredInsufficient · 4
$32,4748,283 mi

Comparison: 4 similar vehicles

Rio Vista, CA

2019 Cadillac Escalade Premium Luxury

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

2019 Cadillac Escalade Premium Luxury

Rio Vista, CA

UnscoredInsufficient · 3
$33,38870,613 mi

Comparison: 3 similar vehicles

Rio Vista, CA

2025 Chevrolet Silverado 1500 Work Truck

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

2025 Chevrolet Silverado 1500 Work Truck

Rio Vista, CA

UnscoredInsufficient · 4
$33,86121,267 mi

Comparison: 4 similar vehicles

Rio Vista, CA

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Rio Vista, CA

Fair PriceRobust · 74
$34,065Mileage not verified

Market: $33,224 – $49,057

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Rio Vista, CA

2020 Ford F-550 Super Duty Chassis Cab XLT

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

2020 Ford F-550 Super Duty Chassis Cab XLT

Rio Vista, CA

UnscoredInsufficient · 0
$34,988103,247 mi

Rio Vista, CA

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Rio Vista, CA

Fair PriceRobust · 68
$35,063Mileage not verified

Market: $29,495 – $39,460

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Rio Vista, CA

2022 Ford Bronco 4-Door Black Diamond

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

2022 Ford Bronco 4-Door Black Diamond

Rio Vista, CA

UnscoredInsufficient · 0
$36,988Mileage not verified

Rio Vista, CA

2021 Ford Explorer ST

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

2021 Ford Explorer ST

Rio Vista, CA

UnscoredInsufficient · 0
$36,98825,941 mi

Rio Vista, CA

2024 Jeep Wrangler 2-Door Rubicon

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

2024 Jeep Wrangler 2-Door Rubicon

Rio Vista, CA

UnscoredInsufficient · 0
$37,83614,782 mi

Rio Vista, CA

2024 GMC Sierra 1500 Elevation

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

2024 GMC Sierra 1500 Elevation

Rio Vista, CA

UnscoredInsufficient · 0
$38,6716,839 mi

Rio Vista, CA

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Rio Vista, CA

Fair PriceRobust · 69
$38,902Mileage not verified

Market: $33,157 – $42,941

Comparison: 69 similar vehicles

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

Rio Vista, CA

2019 Ford F-350 Super Duty Chassis Cab XL

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

2019 Ford F-350 Super Duty Chassis Cab XL

Rio Vista, CA

Unscored
$39,98897,561 mi

Comparison: 6 similar vehicles

Rio Vista, CA

2026 Ford F-150 XL

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

2026 Ford F-150 XL

Rio Vista, CA

Fair PriceRobust · 58
$40,085Mileage not verified

Market: $36,194 – $101,571

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Rio Vista, CA

2026 Chevrolet Blazer 2LT

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

2026 Chevrolet Blazer 2LT

Rio Vista, CA

Fair PriceRobust · 75
$40,125Mileage not verified

Market: $32,122 – $42,587

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Rio Vista, CA

2026 Ford Maverick Lariat

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

2026 Ford Maverick Lariat

Rio Vista, CA

Fair PriceModerate · 36
$40,485Mileage not verified

Market: $38,427 – $43,792

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Rio Vista, 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.
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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