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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

158 listings found

2007 Audi A4 Base

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

2007 Audi A4 Base

North Jackson, OH

Unscored
$7,499104,767 mi

Comparison: 7 similar vehicles

North Jackson, OH

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

North Jackson, OH

Fair PriceModerate · 34
$7,99970,928 mi

Market: $2,995 – $9,295

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 256 days listed (based on current market benchmarks)

North Jackson, OH

2007 Mercedes-Benz M-Class ML350

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

2007 Mercedes-Benz M-Class ML350

North Jackson, OH

UnscoredInsufficient · 0
$7,999156,314 mi

North Jackson, OH

2018 Ford

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

2018 Ford

North Jackson, OH

UnscoredInsufficient · 0
$8,76791,367 mi

North Jackson, OH

2017 Ford Explorer Base

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

2017 Ford Explorer Base

North Jackson, OH

UnscoredInsufficient · 3
$9,858107,816 mi

Comparison: 3 similar vehicles

North Jackson, OH

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

North Jackson, OH

Unscored
$11,21480,045 mi

Comparison: 9 similar vehicles

North Jackson, OH

2016 Mercedes-Benz GLE-Class GLE350

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

2016 Mercedes-Benz GLE-Class GLE350

North Jackson, OH

Unscored
$11,999187,764 mi

Comparison: 16 similar vehicles

North Jackson, OH

2015 Audi Q7 Premium Plus

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

2015 Audi Q7 Premium Plus

North Jackson, OH

Unscored
$12,568113,612 mi

Comparison: 9 similar vehicles

North Jackson, OH

2020 Volkswagen Tiguan SE

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

2020 Volkswagen Tiguan SE

North Jackson, OH

UnscoredInsufficient · 3
$12,899108,397 mi

Comparison: 3 similar vehicles

North Jackson, OH

2020 Ford Escape SE

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

2020 Ford Escape SE

North Jackson, OH

Fair PriceModerate · 28
$13,75974,085 mi

Market: $9,900 – $14,990

Comparison: 28 similar vehicles

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

North Jackson, OH

2020 Ford Escape S

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

2020 Ford Escape S

North Jackson, OH

UnscoredInsufficient · 3
$14,24659,918 mi

Comparison: 3 similar vehicles

North Jackson, OH

2016 Mercedes-Benz CLS-Class CLS400

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

2016 Mercedes-Benz CLS-Class CLS400

North Jackson, OH

Unscored
$14,599123,140 mi

Comparison: 5 similar vehicles

North Jackson, OH

2020 Jeep Grand Cherokee Limited

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

2020 Jeep Grand Cherokee Limited

North Jackson, OH

Fair PriceLimited · 19
$14,939114,125 mi

Market: $14,750 – $22,438

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

North Jackson, OH

2018 Mitsubishi Eclipse Cross LE

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

2018 Mitsubishi Eclipse Cross LE

North Jackson, OH

UnscoredInsufficient · 0
$16,43532,506 mi

North Jackson, OH

2021 Jeep Cherokee Latitude

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

2021 Jeep Cherokee Latitude

North Jackson, OH

UnscoredInsufficient · 0
$16,51054,582 mi

North Jackson, OH

2018 Honda Pilot EX-L

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

2018 Honda Pilot EX-L

North Jackson, OH

Unscored
$16,948142,610 mi

Comparison: 6 similar vehicles

North Jackson, OH

2020 Subaru Forester Base

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

2020 Subaru Forester Base

North Jackson, OH

Unscored
$16,959101,622 mi

Comparison: 7 similar vehicles

North Jackson, OH

2022 Chevrolet Trax LT

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

2022 Chevrolet Trax LT

North Jackson, OH

Unscored
$16,98538,337 mi

Comparison: 7 similar vehicles

North Jackson, OH

2008 Mercedes-Benz CLK-Class CLK550

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

2008 Mercedes-Benz CLK-Class CLK550

North Jackson, OH

UnscoredInsufficient · 0
$16,999111,556 mi

North Jackson, OH

2022 Hyundai Kona N Line

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

2022 Hyundai Kona N Line

North Jackson, OH

Unscored
$17,23972,465 mi

Comparison: 5 similar vehicles

North Jackson, OH

2022 Kia Soul LX

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

2022 Kia Soul LX

North Jackson, OH

UnscoredInsufficient · 0
$17,3175,824 mi

North Jackson, OH

2021 Buick Encore GX Select

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

2021 Buick Encore GX Select

North Jackson, OH

Fair PriceLimited · 15
$18,10625,348 mi

Market: $15,995 – $23,394

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

North Jackson, OH

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

North Jackson, OH

Unscored
$18,24853,599 mi

Comparison: 6 similar vehicles

North Jackson, OH

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

North Jackson, OH

OverpricedLimited · 14
$18,43360,153 mi

Market: $12,999 – $17,990

Comparison: 14 similar vehicles

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

North Jackson, OH

2021 Dodge Durango SXT Plus

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

2021 Dodge Durango SXT Plus

North Jackson, OH

Unscored
$18,443106,274 mi

Comparison: 6 similar vehicles

North Jackson, OH

2020 GMC Terrain SLE

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

2020 GMC Terrain SLE

North Jackson, OH

Fair PriceModerate · 41
$18,54842,002 mi

Market: $17,500 – $22,124

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

North Jackson, OH

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

North Jackson, OH

Fair PriceLimited · 10
$19,04362,509 mi

Market: $17,604 – $20,589

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

North Jackson, OH

2023 Ford Edge SEL

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

2023 Ford Edge SEL

North Jackson, OH

Fair PriceLimited · 14
$19,23576,238 mi

Market: $18,348 – $20,155

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

North Jackson, OH

2023 Chevrolet Equinox LS

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

2023 Chevrolet Equinox LS

North Jackson, OH

Fair PriceModerate · 24
$19,63035,875 mi

Market: $16,993 – $23,275

Comparison: 24 similar vehicles

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

North Jackson, OH

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

North Jackson, OH

Fair PriceRobust · 58
$19,98996,008 mi

Market: $16,198 – $29,955

Comparison: 58 similar vehicles

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

North Jackson, OH

2023 Mitsubishi Outlander ES

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

2023 Mitsubishi Outlander ES

North Jackson, OH

UnscoredInsufficient · 4
$20,11139,346 mi

Comparison: 4 similar vehicles

North Jackson, OH

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

North Jackson, OH

Fair PriceRobust · 147
$20,19171,680 mi

Market: $18,657 – $28,900

Comparison: 147 similar vehicles

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

North Jackson, OH

2024 Chrysler Pacifica PHEV Select

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

2024 Chrysler Pacifica PHEV Select

North Jackson, OH

Fair PriceModerate · 28
$20,22074,338 mi

Market: $19,344 – $24,243

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

North Jackson, OH

2023 Kia K5 GT-Line

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

2023 Kia K5 GT-Line

North Jackson, OH

Fair PriceModerate · 28
$20,29875,669 mi

Market: $19,780 – $22,348

Comparison: 28 similar vehicles

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

North Jackson, OH

2025 Hyundai Kona SEL

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

2025 Hyundai Kona SEL

North Jackson, OH

Fair PriceRobust · 95
$20,64837,653 mi

Market: $19,778 – $23,870

Comparison: 95 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

North Jackson, OH

2024 Alfa Romeo Tonale Veloce

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

2024 Alfa Romeo Tonale Veloce

North Jackson, OH

UnscoredInsufficient · 0
$21,00542,236 mi

North Jackson, OH

2018 Honda Pilot Touring

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

2018 Honda Pilot Touring

North Jackson, OH

Fair PriceModerate · 25
$21,01999,159 mi

Market: $12,998 – $23,590

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

North Jackson, OH

2023 Buick Encore GX Preferred

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

2023 Buick Encore GX Preferred

North Jackson, OH

Fair PriceRobust · 105
$21,37021,908 mi

Market: $18,103 – $22,485

Comparison: 105 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

North Jackson, OH

2022 Chrysler Pacifica Hybrid Touring L

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

2022 Chrysler Pacifica Hybrid Touring L

North Jackson, OH

UnscoredInsufficient · 0
$21,44357,113 mi

North Jackson, OH

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

North Jackson, OH

Fair PriceRobust · 160
$22,126Mileage not verified

Market: $20,443 – $25,973

Comparison: 160 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

North Jackson, OH

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

North Jackson, OH

Fair PriceRobust · 147
$22,32360,695 mi

Market: $18,657 – $28,900

Comparison: 147 similar vehicles

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

North Jackson, OH

2026 Buick Encore GX Preferred

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

2026 Buick Encore GX Preferred

North Jackson, OH

UnscoredInsufficient · 3
$22,4422,055 mi

Comparison: 3 similar vehicles

North Jackson, OH

2024 Chevrolet Equinox RS

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

2024 Chevrolet Equinox RS

North Jackson, OH

Fair PriceLimited · 16
$22,44340,844 mi

Market: $21,139 – $25,148

Comparison: 16 similar vehicles

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

North Jackson, OH

2023 Hyundai Santa Cruz SEL

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

2023 Hyundai Santa Cruz SEL

North Jackson, OH

UnscoredInsufficient · 4
$22,81826,577 mi

Comparison: 4 similar vehicles

North Jackson, OH

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

North Jackson, OH

Fair PriceRobust · 160
$23,252Mileage not verified

Market: $20,443 – $25,973

Comparison: 160 similar vehicles

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

North Jackson, OH

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

North Jackson, OH

Fair PriceRobust · 620
$23,533Mileage not verified

Market: $21,793 – $28,370

Comparison: 620 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

North Jackson, OH

2023 Mazda CX-50 TURBO MERIDIAN EDITION

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

2023 Mazda CX-50 TURBO MERIDIAN EDITION

North Jackson, OH

Unscored
$23,59892,082 mi

Comparison: 10 similar vehicles

North Jackson, OH

2022 Alfa Romeo Stelvio Ti Veloce

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

2022 Alfa Romeo Stelvio Ti Veloce

North Jackson, OH

UnscoredInsufficient · 3
$23,65443,185 mi

Comparison: 3 similar vehicles

North Jackson, OH

2022 Toyota Camry SE

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

2022 Toyota Camry SE

North Jackson, OH

Unscored
$23,78641,081 mi

Comparison: 5 similar vehicles

North Jackson, OH

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

North Jackson, OH

Fair PriceRobust · 385
$23,859Mileage not verified

Market: $22,738 – $29,790

Comparison: 385 similar vehicles

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

North Jackson, OH

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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