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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 5, 2026

6.8M+

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

260 listings found

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Greenwich, NY

Fair PriceLimited · 15
$7,20095,249 mi

Market: $2,400 – $9,995

Comparison: 15 similar vehicles

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

Greenwich, NY

2017 Chrysler Pacifica Touring-L Plus

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

2017 Chrysler Pacifica Touring-L Plus

Greenwich, NY

Unscored
$7,38098,547 mi

Comparison: 59 similar vehicles

Greenwich, NY

2015 Ford F-350 Super Duty XL

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

2015 Ford F-350 Super Duty XL

Greenwich, NY

Unscored
$8,899110,950 mi

Comparison: 8 similar vehicles

Greenwich, NY

2018 Volkswagen Tiguan SEL Premium

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

2018 Volkswagen Tiguan SEL Premium

Greenwich, NY

UnscoredInsufficient · 4
$11,488122,443 mi

Comparison: 4 similar vehicles

Greenwich, NY

2011 Honda CR-V LX

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

2011 Honda CR-V LX

Greenwich, NY

OverpricedModerate · 37
$11,49972,247 mi

Market: $3,400 – $11,413

Comparison: 37 similar vehicles

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

Greenwich, NY

2020 Subaru Outback Premium

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

2020 Subaru Outback Premium

Greenwich, NY

UnscoredInsufficient · 4
$12,888143,546 mi

Comparison: 4 similar vehicles

Greenwich, NY

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Greenwich, NY

Unscored
$13,00094,049 mi

Comparison: 7 similar vehicles

Greenwich, NY

2020 Ford Escape SE

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

2020 Ford Escape SE

Greenwich, NY

Unscored
$13,70077,692 mi

Comparison: 6 similar vehicles

Greenwich, NY

2017 Honda Pilot EX-L

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

2017 Honda Pilot EX-L

Greenwich, NY

Unscored
$13,999136,798 mi

Comparison: 22 similar vehicles

Greenwich, NY

2017 Subaru Forester Limited

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

2017 Subaru Forester Limited

Greenwich, NY

UnscoredInsufficient · 4
$14,999107,992 mi

Comparison: 4 similar vehicles

Greenwich, NY

2019 Jeep Grand Cherokee Laredo E

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

2019 Jeep Grand Cherokee Laredo E

Greenwich, NY

Fair PriceRobust · 76
$15,67579,275 mi

Market: $10,495 – $20,694

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Greenwich, NY

2019 Subaru Outback Premium

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

2019 Subaru Outback Premium

Greenwich, NY

UnscoredInsufficient · 4
$15,74189,901 mi

Comparison: 4 similar vehicles

Greenwich, NY

2019 Audi Q5 Premium

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

2019 Audi Q5 Premium

Greenwich, NY

Fair PriceModerate · 37
$15,78890,180 mi

Market: $10,900 – $21,459

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Greenwich, NY

2023 Jeep Renegade Latitude

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

2023 Jeep Renegade Latitude

Greenwich, NY

Unscored
$16,00055,590 mi

Comparison: 29 similar vehicles

Greenwich, NY

2017 Subaru Outback Limited

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

2017 Subaru Outback Limited

Greenwich, NY

Unscored
$16,48883,059 mi

Comparison: 8 similar vehicles

Greenwich, NY

2021 Volkswagen Tiguan SE

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

2021 Volkswagen Tiguan SE

Greenwich, NY

Fair PriceLimited · 19
$16,67485,485 mi

Market: $14,825 – $17,820

Comparison: 19 similar vehicles

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

Greenwich, NY

2023 Nissan Sentra SR

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

2023 Nissan Sentra SR

Greenwich, NY

Fair PriceLimited · 19
$16,80052,603 mi

Market: $16,777 – $19,290

Comparison: 19 similar vehicles

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

Greenwich, NY

2019 Subaru Forester Sport

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

2019 Subaru Forester Sport

Greenwich, NY

Unscored
$17,10094,649 mi

Comparison: 6 similar vehicles

Greenwich, NY

2020 GMC Terrain SLE

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

2020 GMC Terrain SLE

Greenwich, NY

Fair PriceLimited · 11
$17,40051,312 mi

Market: $14,895 – $19,995

Comparison: 11 similar vehicles

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

Greenwich, NY

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Greenwich, NY

Fair PriceModerate · 29
$17,48256,586 mi

Market: $17,163 – $18,065

Comparison: 29 similar vehicles

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

Greenwich, NY

2020 GMC Terrain SLE

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

2020 GMC Terrain SLE

Greenwich, NY

UnscoredInsufficient · 0
$17,80034,885 mi

Greenwich, NY

2021 Volkswagen Tiguan SE

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

2021 Volkswagen Tiguan SE

Greenwich, NY

OverpricedLimited · 19
$17,82066,698 mi

Market: $14,825 – $17,169

Comparison: 19 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Greenwich, NY

2022 Chevrolet Trailblazer RS

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

2022 Chevrolet Trailblazer RS

Greenwich, NY

Fair PriceRobust · 50
$17,95669,246 mi

Market: $12,999 – $22,022

Comparison: 50 similar vehicles

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

Greenwich, NY

2020 Jeep Cherokee Trailhawk

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

2020 Jeep Cherokee Trailhawk

Greenwich, NY

UnscoredInsufficient · 0
$18,10038,433 mi

Greenwich, NY

2022 Chevrolet Trax LT

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

2022 Chevrolet Trax LT

Greenwich, NY

Fair PriceLimited · 18
$18,38922,042 mi

Market: $10,490 – $20,487

Comparison: 18 similar vehicles

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

Greenwich, NY

2019 Chevrolet Traverse 3LT

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

2019 Chevrolet Traverse 3LT

Greenwich, NY

UnscoredInsufficient · 4
$18,52086,273 mi

Comparison: 4 similar vehicles

Greenwich, NY

2022 Ford Escape SE

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

2022 Ford Escape SE

Greenwich, NY

UnscoredInsufficient · 4
$18,99937,780 mi

Comparison: 4 similar vehicles

Greenwich, NY

2021 Subaru Outback Limited

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

2021 Subaru Outback Limited

Greenwich, NY

Unscored
$18,999100,658 mi

Comparison: 5 similar vehicles

Greenwich, NY

2025 Mitsubishi Outlander Sport ES

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

2025 Mitsubishi Outlander Sport ES

Greenwich, NY

UnscoredInsufficient · 0
$19,40040,014 mi

Greenwich, NY

2018 Subaru Outback Touring

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

2018 Subaru Outback Touring

Greenwich, NY

Fair PriceModerate · 24
$19,44475,794 mi

Market: $11,995 – $20,660

Comparison: 24 similar vehicles

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

Greenwich, NY

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

Greenwich, NY

Unscored
$19,69330,147 mi

Comparison: 7 similar vehicles

Greenwich, NY

2022 Jeep Compass Limited

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

2022 Jeep Compass Limited

Greenwich, NY

Fair PriceRobust · 66
$19,80041,973 mi

Market: $15,995 – $22,744

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Greenwich, NY

2020 Subaru Outback Onyx Edition

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

2020 Subaru Outback Onyx Edition

Greenwich, NY

Fair PriceLimited · 19
$19,80072,155 mi

Market: $13,699 – $23,990

Comparison: 19 similar vehicles

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

Greenwich, NY

2021 Subaru Ascent Premium

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

2021 Subaru Ascent Premium

Greenwich, NY

Fair PriceModerate · 37
$19,88872,179 mi

Market: $13,700 – $21,251

Comparison: 37 similar vehicles

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

Greenwich, NY

2018 Subaru Outback Limited

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

2018 Subaru Outback Limited

Greenwich, NY

Unscored
$19,97657,962 mi

Comparison: 5 similar vehicles

Greenwich, NY

2021 Subaru Crosstrek Limited

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

2021 Subaru Crosstrek Limited

Greenwich, NY

UnscoredInsufficient · 4
$19,98884,042 mi

Comparison: 4 similar vehicles

Greenwich, NY

2023 GMC Acadia SLT

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

2023 GMC Acadia SLT

Greenwich, NY

UnscoredInsufficient · 3
$20,10076,266 mi

Comparison: 3 similar vehicles

Greenwich, NY

2023 Kia Soul GT-Line

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

2023 Kia Soul GT-Line

Greenwich, NY

Fair PriceLimited · 10
$20,19727,653 mi

Market: $18,894 – $20,995

Comparison: 10 similar vehicles

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

Greenwich, NY

2025 Jeep Compass Trailhawk

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

2025 Jeep Compass Trailhawk

Greenwich, NY

Fair PriceRobust · 90
$20,20032,490 mi

Market: $18,699 – $28,675

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Greenwich, NY

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Greenwich, NY

UnscoredInsufficient · 3
$20,40048,071 mi

Comparison: 3 similar vehicles

Greenwich, NY

2018 Honda CR-V Touring

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

2018 Honda CR-V Touring

Greenwich, NY

Fair PriceLimited · 13
$20,40060,013 mi

Market: $17,475 – $21,182

Comparison: 13 similar vehicles

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

Greenwich, NY

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Greenwich, NY

Fair PriceLimited · 10
$20,50049,092 mi

Market: $19,174 – $22,399

Comparison: 10 similar vehicles

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

Greenwich, NY

2022 Jeep Compass (RED) Edition

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

2022 Jeep Compass (RED) Edition

Greenwich, NY

Fair PriceModerate · 21
$20,60033,605 mi

Market: $19,755 – $25,977

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Greenwich, NY

2023 Jeep Cherokee Altitude Lux

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

2023 Jeep Cherokee Altitude Lux

Greenwich, NY

Unscored
$21,42543,884 mi

Comparison: 9 similar vehicles

Greenwich, NY

2025 Ford Escape ST-Line Select

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

2025 Ford Escape ST-Line Select

Greenwich, NY

Fair PriceRobust · 81
$21,80043,038 mi

Market: $20,999 – $27,999

Comparison: 81 similar vehicles

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

Greenwich, NY

2021 Subaru Outback Limited

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

2021 Subaru Outback Limited

Greenwich, NY

Unscored
$21,88976,890 mi

Comparison: 5 similar vehicles

Greenwich, NY

2025 Mazda CX-30 Carbon Edition

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

2025 Mazda CX-30 Carbon Edition

Greenwich, NY

Fair PriceModerate · 43
$22,10041,736 mi

Market: $18,988 – $27,988

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Greenwich, NY

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Greenwich, NY

Fair PriceModerate · 26
$22,30055,915 mi

Market: $21,239 – $24,325

Comparison: 26 similar vehicles

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

Greenwich, NY

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

Greenwich, NY

Fair PriceRobust · 159
$22,62555,652 mi

Market: $18,670 – $32,999

Comparison: 159 similar vehicles

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

Greenwich, NY

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Greenwich, NY

Fair PriceLimited · 19
$22,62550,353 mi

Market: $20,695 – $24,396

Comparison: 19 similar vehicles

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

Greenwich, NY

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 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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