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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

563 listings found

2015 Kia Optima EX

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

2015 Kia Optima EX

Northfield, OH

Unscored
$9,94777,036 mi

Comparison: 8 similar vehicles

Northfield, OH

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Northfield, OH

Fair PriceLimited · 10
$10,408110,537 mi

Market: $8,877 – $11,243

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Northfield, OH

2016 Lincoln MKC Reserve

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

2016 Lincoln MKC Reserve

Northfield, OH

Fair PriceModerate · 27
$12,67385,269 mi

Market: $6,900 – $14,051

Comparison: 27 similar vehicles

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

Northfield, OH

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

Northfield, OH

Fair PriceModerate · 23
$12,79088,156 mi

Market: $7,495 – $18,088

Comparison: 23 similar vehicles

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

Northfield, OH

2014 Volkswagen Jetta SportWagen TDI

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

2014 Volkswagen Jetta SportWagen TDI

Northfield, OH

Unscored
$13,79088,694 mi

Comparison: 7 similar vehicles

Northfield, OH

2019 Toyota C-HR LE

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

2019 Toyota C-HR LE

Northfield, OH

UnscoredInsufficient · 4
$14,290140,667 mi

Comparison: 4 similar vehicles

Northfield, OH

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Northfield, OH

UnscoredInsufficient · 0
$14,42246,016 mi

Northfield, OH

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Northfield, OH

Fair PriceRobust · 156
$14,44571,263 mi

Market: $7,423 – $19,488

Comparison: 156 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Northfield, OH

2021 Mitsubishi Mirage LE

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

2021 Mitsubishi Mirage LE

Northfield, OH

UnscoredInsufficient · 0
$15,29044,586 mi

Northfield, OH

2021 Jeep Renegade Latitude

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

2021 Jeep Renegade Latitude

Northfield, OH

Fair PriceLimited · 16
$15,44667,159 mi

Market: $11,598 – $17,500

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Northfield, OH

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Northfield, OH

Fair PriceLimited · 16
$15,59088,356 mi

Market: $10,750 – $17,935

Comparison: 16 similar vehicles

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

Northfield, OH

2019 Lincoln MKC Reserve

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

2019 Lincoln MKC Reserve

Northfield, OH

Fair PriceLimited · 10
$15,59099,829 mi

Market: $14,763 – $17,248

Comparison: 10 similar vehicles

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

Northfield, OH

2019 Hyundai Sonata SE

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

2019 Hyundai Sonata SE

Northfield, OH

UnscoredInsufficient · 0
$15,59056,082 mi

Northfield, OH

2020 INFINITI QX50 Essential

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

2020 INFINITI QX50 Essential

Northfield, OH

UnscoredInsufficient · 3
$15,87094,137 mi

Comparison: 3 similar vehicles

Northfield, OH

2018 Audi Q5 Premium Plus

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

2018 Audi Q5 Premium Plus

Northfield, OH

Fair PriceModerate · 25
$16,20069,029 mi

Market: $10,200 – $18,092

Comparison: 25 similar vehicles

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

Northfield, OH

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

Northfield, OH

Fair PriceModerate · 28
$16,59066,608 mi

Market: $7,500 – $19,488

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

Northfield, OH

2015 Honda CR-V EX

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

2015 Honda CR-V EX

Northfield, OH

Fair PriceModerate · 28
$16,99084,694 mi

Market: $7,200 – $18,590

Comparison: 28 similar vehicles

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

Northfield, OH

2014 Toyota RAV4 XLE

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

2014 Toyota RAV4 XLE

Northfield, OH

Fair PriceLimited · 13
$16,99093,285 mi

Market: $11,995 – $18,435

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Northfield, OH

2022 Kia Soul LX

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

2022 Kia Soul LX

Northfield, OH

UnscoredInsufficient · 0
$17,3175,824 mi

Northfield, OH

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Northfield, OH

Fair PriceModerate · 23
$17,59066,024 mi

Market: $15,300 – $18,378

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Northfield, OH

2023 Chevrolet Malibu 1FL

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

2023 Chevrolet Malibu 1FL

Northfield, OH

UnscoredInsufficient · 0
$17,59052,543 mi

Northfield, OH

2024 Kia Soul LX

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

2024 Kia Soul LX

Northfield, OH

UnscoredInsufficient · 3
$17,79939,649 mi

Comparison: 3 similar vehicles

Northfield, OH

2021 Hyundai Santa Fe SEL

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

2021 Hyundai Santa Fe SEL

Northfield, OH

Unscored
$17,99085,671 mi

Comparison: 8 similar vehicles

Northfield, OH

2019 Volkswagen Golf GTI S

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

2019 Volkswagen Golf GTI S

Northfield, OH

UnscoredInsufficient · 0
$17,99093,019 mi

Northfield, OH

2019 Lincoln Nautilus Reserve

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

2019 Lincoln Nautilus Reserve

Northfield, OH

Unscored
$18,036102,121 mi

Comparison: 5 similar vehicles

Northfield, OH

2020 GMC Terrain SLE

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

2020 GMC Terrain SLE

Northfield, OH

Fair PriceModerate · 45
$18,54842,500 mi

Market: $17,500 – $21,724

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Northfield, OH

2024 Volkswagen Taos S

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

2024 Volkswagen Taos S

Northfield, OH

Unscored
$18,59050,241 mi

Comparison: 6 similar vehicles

Northfield, OH

2019 Chevrolet Cruze LT

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

2019 Chevrolet Cruze LT

Northfield, OH

OverpricedLimited · 14
$18,9905,633 mi

Market: $14,899 – $15,249

Comparison: 14 similar vehicles

Priced ~25% above the typical market range for similar vehicles (based on current market benchmarks)

Northfield, OH

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Northfield, OH

Fair PriceLimited · 10
$19,23576,238 mi

Market: $17,295 – $19,698

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Northfield, OH

2023 Chevrolet Equinox RS

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

2023 Chevrolet Equinox RS

Northfield, OH

Great DealModerate · 29
$19,32952,428 mi

Market: $20,985 – $23,978

Comparison: 29 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 23 days listed (based on current market benchmarks)

Northfield, OH

2024 Kia Forte LXS

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

2024 Kia Forte LXS

Northfield, OH

Fair PriceModerate · 37
$19,44710,964 mi

Market: $15,350 – $20,767

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Northfield, OH

2024 Chevrolet Equinox LS

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

2024 Chevrolet Equinox LS

Northfield, OH

Fair PriceLimited · 11
$19,75917,102 mi

Market: $19,888 – $22,177

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 58 days listed (based on current market benchmarks)

Northfield, OH

2024 Nissan Altima SL

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

2024 Nissan Altima SL

Northfield, OH

Unscored
$19,82555,057 mi

Comparison: 8 similar vehicles

Northfield, 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

Northfield, OH

Fair PriceRobust · 220
$19,99067,856 mi

Market: $18,000 – $28,900

Comparison: 220 similar vehicles

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

Northfield, 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

Northfield, OH

Fair PriceRobust · 63
$19,99072,498 mi

Market: $18,644 – $24,049

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 121 days listed (based on current market benchmarks)

Northfield, OH

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Northfield, OH

Fair PriceModerate · 35
$19,99036,266 mi

Market: $17,890 – $27,447

Comparison: 35 similar vehicles

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

Northfield, OH

2019 Honda Civic LX

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

2019 Honda Civic LX

Northfield, OH

Unscored
$19,99036,671 mi

Comparison: 7 similar vehicles

Northfield, 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

Northfield, OH

Fair PriceRobust · 51
$20,07170,827 mi

Market: $18,644 – $24,049

Comparison: 51 similar vehicles

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

Northfield, OH

2019 Chevrolet Traverse Premier

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

2019 Chevrolet Traverse Premier

Northfield, OH

Unscored
$20,094100,589 mi

Comparison: 8 similar vehicles

Northfield, OH

2024 Chevrolet Trax LT

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

2024 Chevrolet Trax LT

Northfield, OH

Fair PriceModerate · 43
$20,15439,529 mi

Market: $18,847 – $21,488

Comparison: 43 similar vehicles

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

Northfield, OH

2023 Toyota Camry LE

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

2023 Toyota Camry LE

Northfield, OH

Fair PriceLimited · 15
$20,30266,398 mi

Market: $18,637 – $23,398

Comparison: 15 similar vehicles

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

Northfield, OH

2016 Lexus ES 350

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

2016 Lexus ES 350

Northfield, OH

UnscoredInsufficient · 4
$20,50091,983 mi

Comparison: 4 similar vehicles

Northfield, OH

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Northfield, OH

Fair PriceModerate · 49
$20,59094,815 mi

Market: $15,131 – $29,447

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Northfield, OH

2016 Mazda MX-5 Miata Club

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

2016 Mazda MX-5 Miata Club

Northfield, OH

UnscoredInsufficient · 0
$20,59030,623 mi

Northfield, 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

Northfield, OH

UnscoredInsufficient · 0
$20,89542,236 mi

Northfield, OH

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Northfield, OH

Fair PriceLimited · 12
$20,99073,993 mi

Market: $19,995 – $23,348

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Northfield, OH

2019 Chrysler Pacifica Limited

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

2019 Chrysler Pacifica Limited

Northfield, OH

Fair PriceModerate · 21
$20,99062,688 mi

Market: $15,957 – $21,590

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Northfield, OH

2023 Kia Forte GT-Line

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

2023 Kia Forte GT-Line

Northfield, OH

Unscored
$21,0028,833 mi

Comparison: 8 similar vehicles

Northfield, OH

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Northfield, OH

Unscored
$21,13256,337 mi

Comparison: 8 similar vehicles

Northfield, OH

2019 Chevrolet Silverado 1500 LT

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

2019 Chevrolet Silverado 1500 LT

Northfield, OH

Fair PriceRobust · 69
$21,219119,311 mi

Market: $13,995 – $31,946

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Northfield, OH

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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