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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 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 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

152 listings found

2014 Nissan Altima S

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

2014 Nissan Altima S

Sandwich, IL

UnscoredInsufficient · 4
$4,995186,133 mi

Comparison: 4 similar vehicles

Sandwich, IL

2002 Acura RSX Base

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

2002 Acura RSX Base

Sandwich, IL

UnscoredInsufficient · 0
$5,500138,341 mi

Sandwich, IL

2014 Ford Focus SE

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

2014 Ford Focus SE

Sandwich, IL

Fair PriceModerate · 23
$5,99581,807 mi

Market: $1,500 – $10,990

Comparison: 23 similar vehicles

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

Sandwich, IL

2004 Toyota Sienna CE

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

2004 Toyota Sienna CE

Sandwich, IL

UnscoredInsufficient · 3
$6,995136,802 mi

Comparison: 3 similar vehicles

Sandwich, IL

2015 Land Rover Range Rover Evoque Pure Plus

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

2015 Land Rover Range Rover Evoque Pure Plus

Sandwich, IL

UnscoredLimited · 5
$7,995111,676 mi

Comparison: 5 similar vehicles

Sandwich, IL

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Sandwich, IL

UnscoredLimited · 9
$7,995110,377 mi

Comparison: 9 similar vehicles

Sandwich, IL

2016 Chevrolet Sonic LT

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

2016 Chevrolet Sonic LT

Sandwich, IL

UnscoredLimited · 5
$8,012103,896 mi

Comparison: 5 similar vehicles

Sandwich, IL

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Sandwich, IL

UnscoredModerate · 32
$9,645166,544 mi

Comparison: 32 similar vehicles

Sandwich, IL

2009 Honda Pilot EX-L

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

2009 Honda Pilot EX-L

Sandwich, IL

UnscoredLimited · 5
$10,49586,930 mi

Comparison: 5 similar vehicles

Sandwich, IL

2013 GMC Yukon Denali

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

2013 GMC Yukon Denali

Sandwich, IL

UnscoredLimited · 5
$10,900176,800 mi

Comparison: 5 similar vehicles

Sandwich, IL

2014 Toyota Camry LE

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

2014 Toyota Camry LE

Sandwich, IL

UnscoredLimited · 9
$10,995108,435 mi

Comparison: 9 similar vehicles

Sandwich, IL

2013 RAM 1500 Pickup Sport

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

2013 RAM 1500 Pickup Sport

Sandwich, IL

UnscoredLimited · 5
$10,995204,591 mi

Comparison: 5 similar vehicles

Sandwich, IL

2010 Toyota Prius IV

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

2010 Toyota Prius IV

Sandwich, IL

UnscoredInsufficient · 4
$10,99589,609 mi

Comparison: 4 similar vehicles

Sandwich, IL

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Sandwich, IL

Fair PriceModerate · 26
$11,99571,794 mi

Market: $5,354 – $11,998

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Sandwich, IL

2007 GMC Sierra 1500 SLT

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

2007 GMC Sierra 1500 SLT

Sandwich, IL

UnscoredInsufficient · 3
$12,335149,090 mi

Comparison: 3 similar vehicles

Sandwich, IL

2016 Honda Civic EX-L

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

2016 Honda Civic EX-L

Sandwich, IL

UnscoredLimited · 16
$12,995123,663 mi

Comparison: 16 similar vehicles

Sandwich, IL

2014 Toyota Camry SE Sport

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

2014 Toyota Camry SE Sport

Sandwich, IL

UnscoredInsufficient · 0
$12,99585,034 mi

Sandwich, IL

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Sandwich, IL

UnscoredModerate · 24
$13,995163,663 mi

Comparison: 24 similar vehicles

Sandwich, IL

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Sandwich, IL

Fair PriceLimited · 18
$14,21278,947 mi

Market: $5,999 – $16,266

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Sandwich, IL

2016 Cadillac SRX Luxury Collection

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

2016 Cadillac SRX Luxury Collection

Sandwich, IL

Fair PriceLimited · 13
$14,21299,531 mi

Market: $5,999 – $18,998

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Sandwich, IL

2021 Kia Seltos LX

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

2021 Kia Seltos LX

Sandwich, IL

UnscoredLimited · 6
$14,41285,640 mi

Comparison: 6 similar vehicles

Sandwich, IL

2020 GMC Terrain Denali

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

2020 GMC Terrain Denali

Sandwich, IL

Fair PriceLimited · 13
$17,012111,741 mi

Market: $17,401 – $22,521

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 119 days listed (based on current market benchmarks)

Sandwich, IL

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Sandwich, IL

OverpricedModerate · 33
$17,31273,634 mi

Market: $9,354 – $16,998

Comparison: 33 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Sandwich, IL

2020 GMC Terrain Denali

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

2020 GMC Terrain Denali

Sandwich, IL

UnscoredLimited · 13
$17,401144,749 mi

Comparison: 13 similar vehicles

Sandwich, IL

2018 Chevrolet Silverado 2500HD Work Truck

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

2018 Chevrolet Silverado 2500HD Work Truck

Sandwich, IL

UnscoredInsufficient · 3
$17,995135,547 mi

Comparison: 3 similar vehicles

Sandwich, IL

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Sandwich, IL

OverpricedModerate · 48
$18,01268,422 mi

Market: $10,298 – $17,990

Comparison: 48 similar vehicles

Sandwich, IL

2020 Ford Explorer ST

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

2020 Ford Explorer ST

Sandwich, IL

UnscoredModerate · 42
$18,412177,913 mi

Comparison: 42 similar vehicles

Sandwich, IL

2017 Ford Mustang EcoBoost Premium

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

2017 Ford Mustang EcoBoost Premium

Sandwich, IL

UnscoredInsufficient · 3
$18,91280,114 mi

Comparison: 3 similar vehicles

Sandwich, IL

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Sandwich, IL

Fair PriceModerate · 43
$19,01258,501 mi

Market: $12,999 – $21,473

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Sandwich, IL

2024 Nissan Rogue S

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

2024 Nissan Rogue S

Sandwich, IL

UnscoredLimited · 9
$19,41259,827 mi

Comparison: 9 similar vehicles

Sandwich, IL

2014 Chevrolet Silverado 2500HD LTZ

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

2014 Chevrolet Silverado 2500HD LTZ

Sandwich, IL

UnscoredLimited · 9
$19,888221,257 mi

Comparison: 9 similar vehicles

Sandwich, IL

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Sandwich, IL

Fair PriceModerate · 24
$19,91257,146 mi

Market: $16,795 – $20,133

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Sandwich, IL

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Sandwich, IL

Fair PriceRobust · 70
$20,21267,764 mi

Market: $14,786 – $21,473

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Sandwich, IL

2025 Hyundai Kona SEL

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

2025 Hyundai Kona SEL

Sandwich, IL

UnscoredLimited · 12
$20,91237,262 mi

Comparison: 12 similar vehicles

Sandwich, IL

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Sandwich, IL

UnscoredModerate · 43
$21,81270,146 mi

Comparison: 43 similar vehicles

Sandwich, IL

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Sandwich, IL

Fair PriceModerate · 29
$22,91250,324 mi

Market: $19,412 – $23,332

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Sandwich, IL

2023 Buick Envision Essence

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

2023 Buick Envision Essence

Sandwich, IL

Fair PriceModerate · 26
$24,11244,221 mi

Market: $23,425 – $28,142

Comparison: 26 similar vehicles

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

Sandwich, IL

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Sandwich, IL

UnscoredInsufficient · 0
$25,41220,909 mi

Sandwich, IL

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Sandwich, IL

Fair PriceRobust · 719
$25,803Mileage not verified

Market: $22,435 – $29,984

Comparison: 719 similar vehicles

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

Sandwich, IL

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Sandwich, IL

Fair PriceRobust · 719
$25,803Mileage not verified

Market: $22,435 – $29,984

Comparison: 719 similar vehicles

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

Sandwich, IL

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Sandwich, IL

UnscoredRobust · 747
$26,780Mileage not verified

Comparison: 747 similar vehicles

Sandwich, IL

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Sandwich, IL

UnscoredLimited · 10
$27,01249,313 mi

Comparison: 10 similar vehicles

Sandwich, IL

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Sandwich, IL

Fair PriceRobust · 310
$28,203Mileage not verified

Market: $23,021 – $40,975

Comparison: 310 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Sandwich, IL

2024 Toyota RAV4 LE

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

2024 Toyota RAV4 LE

Sandwich, IL

Fair PriceLimited · 13
$29,81249,046 mi

Market: $25,249 – $32,777

Comparison: 13 similar vehicles

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

Sandwich, IL

2023 Jeep Wrangler 4-Door Sport S

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

2023 Jeep Wrangler 4-Door Sport S

Sandwich, IL

UnscoredInsufficient · 3
$30,01253,562 mi

Comparison: 3 similar vehicles

Sandwich, IL

2026 GMC Terrain Elevation

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

2026 GMC Terrain Elevation

Sandwich, IL

Fair PriceModerate · 32
$30,11225,439 mi

Market: $24,990 – $32,348

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Sandwich, IL

2023 Cadillac XT6 Luxury

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

2023 Cadillac XT6 Luxury

Sandwich, IL

UnscoredInsufficient · 3
$30,41246,689 mi

Comparison: 3 similar vehicles

Sandwich, IL

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Sandwich, IL

Fair PriceRobust · 82
$30,913Mileage not verified

Market: $27,262 – $39,140

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 267 days listed (based on current market benchmarks)

Sandwich, IL

2023 Buick Envision Avenir

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

2023 Buick Envision Avenir

Sandwich, IL

OverpricedLimited · 10
$31,41231,581 mi

Market: $27,912 – $31,408

Comparison: 10 similar vehicles

Sandwich, IL

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Sandwich, IL

Fair PriceRobust · 93
$31,878100 mi

Market: $25,219 – $37,680

Comparison: 93 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Sandwich, IL

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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