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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 13, 2026

7.2M+

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

748 listings found

2012 Mercedes-Benz M-Class ML350

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

2012 Mercedes-Benz M-Class ML350

Zelienople, PA

UnscoredInsufficient · 4
$9,885108,716 mi

Comparison: 4 similar vehicles

Zelienople, PA

2019 Dodge Grand Caravan SE

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

2019 Dodge Grand Caravan SE

Zelienople, PA

Unscored
$10,988125,051 mi

Comparison: 68 similar vehicles

Zelienople, PA

2017 Ford Explorer Sport

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

2017 Ford Explorer Sport

Zelienople, PA

UnscoredInsufficient · 3
$11,447141,665 mi

Comparison: 3 similar vehicles

Zelienople, PA

2012 Honda Accord LX-P

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

2012 Honda Accord LX-P

Zelienople, PA

OverpricedLimited · 10
$11,47491,261 mi

Market: $4,450 – $10,388

Comparison: 10 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Zelienople, PA

2018 Chevrolet Traverse 1LT

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

2018 Chevrolet Traverse 1LT

Zelienople, PA

Unscored
$11,478116,171 mi

Comparison: 8 similar vehicles

Zelienople, PA

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Zelienople, PA

Fair PriceModerate · 28
$12,98259,814 mi

Market: $8,600 – $15,600

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Zelienople, PA

2020 Kia FORTE LXS

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

2020 Kia FORTE LXS

Zelienople, PA

UnscoredInsufficient · 0
$13,48248,191 mi

Zelienople, PA

2018 Honda CR-V EX

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

2018 Honda CR-V EX

Zelienople, PA

Unscored
$13,584166,572 mi

Comparison: 14 similar vehicles

Zelienople, PA

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Zelienople, PA

Fair PriceLimited · 11
$13,64360,346 mi

Market: $7,250 – $14,950

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Zelienople, PA

2019 GMC Terrain SLE

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

2019 GMC Terrain SLE

Zelienople, PA

Unscored
$13,854100,429 mi

Comparison: 7 similar vehicles

Zelienople, PA

2014 Cadillac XTS Luxury Collection

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

2014 Cadillac XTS Luxury Collection

Zelienople, PA

UnscoredInsufficient · 4
$13,96073,597 mi

Comparison: 4 similar vehicles

Zelienople, PA

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

Zelienople, PA

Unscored
$14,45690,350 mi

Comparison: 6 similar vehicles

Zelienople, PA

2018 Honda HR-V EX

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

2018 Honda HR-V EX

Zelienople, PA

Unscored
$14,472123,888 mi

Comparison: 38 similar vehicles

Zelienople, PA

2019 Hyundai Tucson SE

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

2019 Hyundai Tucson SE

Zelienople, PA

Fair PriceModerate · 26
$14,54971,649 mi

Market: $10,999 – $18,062

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 150 days listed (based on current market benchmarks)

Zelienople, PA

2018 Subaru Forester Premium

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

2018 Subaru Forester Premium

Zelienople, PA

Fair PriceModerate · 30
$14,624101,648 mi

Market: $9,853 – $18,995

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Zelienople, PA

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Zelienople, PA

Fair PriceModerate · 34
$14,80882,428 mi

Market: $12,332 – $19,478

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Zelienople, PA

2020 Kia Sportage LX

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

2020 Kia Sportage LX

Zelienople, PA

Fair PriceModerate · 26
$14,81979,625 mi

Market: $10,995 – $17,295

Comparison: 26 similar vehicles

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

Zelienople, PA

2017 Audi Q5 Premium

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

2017 Audi Q5 Premium

Zelienople, PA

OverpricedLimited · 11
$14,95669,205 mi

Market: $10,650 – $14,868

Comparison: 11 similar vehicles

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

Zelienople, PA

2018 Chrysler Pacifica Hybrid Limited

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

2018 Chrysler Pacifica Hybrid Limited

Zelienople, PA

Fair PriceLimited · 14
$14,98892,900 mi

Market: $11,895 – $19,990

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Zelienople, PA

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Zelienople, PA

Fair PriceModerate · 33
$15,24671,149 mi

Market: $10,990 – $18,895

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Zelienople, PA

2021 Kia Forte LXS

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

2021 Kia Forte LXS

Zelienople, PA

Fair PriceLimited · 16
$15,37840,736 mi

Market: $14,597 – $16,330

Comparison: 16 similar vehicles

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

Zelienople, PA

2019 Nissan Rogue SV

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

2019 Nissan Rogue SV

Zelienople, PA

OverpricedLimited · 10
$15,38375,002 mi

Market: $10,990 – $14,715

Comparison: 10 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Zelienople, PA

2021 Chevrolet Trax LS

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

2021 Chevrolet Trax LS

Zelienople, PA

Unscored
$15,47855,968 mi

Comparison: 6 similar vehicles

Zelienople, PA

2019 Hyundai Santa Fe SEL

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

2019 Hyundai Santa Fe SEL

Zelienople, PA

Fair PriceLimited · 10
$15,48869,640 mi

Market: $14,700 – $15,489

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Zelienople, PA

2017 Honda Civic EX-T

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

2017 Honda Civic EX-T

Zelienople, PA

Fair PriceModerate · 28
$15,49085,595 mi

Market: $12,898 – $19,500

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Zelienople, PA

2019 Subaru Impreza Base

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

2019 Subaru Impreza Base

Zelienople, PA

UnscoredInsufficient · 0
$15,87852,643 mi

Zelienople, PA

2022 Subaru Impreza Sport

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

2022 Subaru Impreza Sport

Zelienople, PA

UnscoredInsufficient · 4
$16,45592,256 mi

Comparison: 4 similar vehicles

Zelienople, PA

2020 Jeep Cherokee Lux

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

2020 Jeep Cherokee Lux

Zelienople, PA

UnscoredInsufficient · 3
$16,47885,771 mi

Comparison: 3 similar vehicles

Zelienople, PA

2015 Ford Transit XLT

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

2015 Ford Transit XLT

Zelienople, PA

UnscoredInsufficient · 4
$16,676121,141 mi

Comparison: 4 similar vehicles

Zelienople, PA

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Zelienople, PA

UnscoredInsufficient · 3
$16,96355,068 mi

Comparison: 3 similar vehicles

Zelienople, PA

2020 Chevrolet Malibu 1LS

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

2020 Chevrolet Malibu 1LS

Zelienople, PA

UnscoredInsufficient · 4
$17,07844,671 mi

Comparison: 4 similar vehicles

Zelienople, PA

2022 GMC Terrain SLT

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

2022 GMC Terrain SLT

Zelienople, PA

UnscoredInsufficient · 4
$17,478101,640 mi

Comparison: 4 similar vehicles

Zelienople, PA

2020 Jeep Compass Limited

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

2020 Jeep Compass Limited

Zelienople, PA

Unscored
$17,48456,752 mi

Comparison: 5 similar vehicles

Zelienople, PA

2024 Chevrolet Trax RS

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

2024 Chevrolet Trax RS

Zelienople, PA

Unscored
$18,27868,018 mi

Comparison: 5 similar vehicles

Zelienople, PA

2023 Nissan Sentra SV

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

2023 Nissan Sentra SV

Zelienople, PA

Fair PriceRobust · 63
$18,39125,744 mi

Market: $17,068 – $23,195

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Zelienople, PA

2021 Chevrolet Trax LT

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

2021 Chevrolet Trax LT

Zelienople, PA

UnscoredInsufficient · 0
$18,48217,502 mi

Zelienople, PA

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Zelienople, PA

Fair PriceModerate · 22
$18,983104,104 mi

Market: $18,476 – $25,525

Comparison: 22 similar vehicles

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

Zelienople, PA

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Zelienople, PA

UnscoredInsufficient · 3
$19,06242,312 mi

Comparison: 3 similar vehicles

Zelienople, PA

2018 Jeep All-New Wrangler Unlimited Sport S

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

2018 Jeep All-New Wrangler Unlimited Sport S

Zelienople, PA

Fair PriceLimited · 12
$19,24476,481 mi

Market: $15,170 – $22,376

Comparison: 12 similar vehicles

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

Zelienople, PA

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Zelienople, PA

Unscored
$19,48354,160 mi

Comparison: 8 similar vehicles

Zelienople, PA

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Zelienople, PA

Unscored
$19,55554,119 mi

Comparison: 6 similar vehicles

Zelienople, PA

2024 Volkswagen Tiguan SE

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

2024 Volkswagen Tiguan SE

Zelienople, PA

UnscoredInsufficient · 4
$19,90156,256 mi

Comparison: 4 similar vehicles

Zelienople, PA

2020 Honda Civic LX

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

2020 Honda Civic LX

Zelienople, PA

UnscoredInsufficient · 0
$19,96624,253 mi

Zelienople, PA

2018 Chevrolet Malibu Premier

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

2018 Chevrolet Malibu Premier

Zelienople, PA

UnscoredInsufficient · 0
$20,07859,817 mi

Zelienople, PA

2021 Toyota Corolla SE

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

2021 Toyota Corolla SE

Zelienople, PA

UnscoredInsufficient · 3
$20,36839,212 mi

Comparison: 3 similar vehicles

Zelienople, PA

2024 Chevrolet Trax LS

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

2024 Chevrolet Trax LS

Zelienople, PA

Unscored
$20,37827,856 mi

Comparison: 6 similar vehicles

Zelienople, PA

2018 Chrysler Pacifica Limited

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

2018 Chrysler Pacifica Limited

Zelienople, PA

OverpricedRobust · 60
$20,38861,804 mi

Market: $9,995 – $17,990

Comparison: 60 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Zelienople, PA

2022 Kia Seltos SX

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

2022 Kia Seltos SX

Zelienople, PA

UnscoredInsufficient · 0
$20,40931,886 mi

Zelienople, PA

2018 RAM 1500 Pickup Big Horn

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

2018 RAM 1500 Pickup Big Horn

Zelienople, PA

Unscored
$20,413103,717 mi

Comparison: 12 similar vehicles

Zelienople, PA

2022 Jeep Compass Limited

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

2022 Jeep Compass Limited

Zelienople, PA

Fair PriceRobust · 85
$20,47864,280 mi

Market: $16,398 – $21,568

Comparison: 85 similar vehicles

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

Zelienople, PA

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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