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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 6, 2026

7.1M+

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

1,281 listings found

2013 Nissan Altima Sedan SL

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

2013 Nissan Altima Sedan SL

Plattsburgh, NY

Unscored
$6,999132,171 mi

Comparison: 10 similar vehicles

Plattsburgh, NY

2013 Honda Pilot EX-L

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

2013 Honda Pilot EX-L

Plattsburgh, NY

Fair PriceLimited · 11
$10,800Mileage not verified

Market: $7,699 – $12,900

Comparison: 11 similar vehicles

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

Plattsburgh, NY

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Plattsburgh, NY

Unscored
$11,075125,683 mi

Comparison: 24 similar vehicles

Plattsburgh, NY

2011 Ford Mustang V6 Premium

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

2011 Ford Mustang V6 Premium

Plattsburgh, NY

UnscoredInsufficient · 0
$11,69560,113 mi

Plattsburgh, NY

2018 Nissan Altima SR

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

2018 Nissan Altima SR

Plattsburgh, NY

UnscoredInsufficient · 0
$11,800135,580 mi

Plattsburgh, NY

2013 Honda Pilot EX-L

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

2013 Honda Pilot EX-L

Plattsburgh, NY

Unscored
$12,300128,553 mi

Comparison: 11 similar vehicles

Plattsburgh, NY

1994 Ford Mustang

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

1994 Ford Mustang

Plattsburgh, NY

UnscoredInsufficient · 0
$12,30084,751 mi

Plattsburgh, NY

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Plattsburgh, NY

Unscored
$12,950117,455 mi

Comparison: 6 similar vehicles

Plattsburgh, NY

2017 Jeep All-New Compass Latitude

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

2017 Jeep All-New Compass Latitude

Plattsburgh, NY

Fair PriceLimited · 13
$13,800100,422 mi

Market: $7,995 – $18,170

Comparison: 13 similar vehicles

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

Plattsburgh, NY

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Plattsburgh, NY

UnscoredInsufficient · 0
$14,02558,429 mi

Plattsburgh, NY

2018 Jeep Grand Cherokee Laredo

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

2018 Jeep Grand Cherokee Laredo

Plattsburgh, NY

OverpricedLimited · 11
$14,075134,831 mi

Market: $10,900 – $13,400

Comparison: 11 similar vehicles

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

Plattsburgh, NY

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Plattsburgh, NY

Fair PriceLimited · 11
$14,75596,009 mi

Market: $12,450 – $16,447

Comparison: 11 similar vehicles

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

Plattsburgh, NY

2019 Honda HR-V LX

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

2019 Honda HR-V LX

Plattsburgh, NY

UnscoredInsufficient · 3
$14,99597,260 mi

Comparison: 3 similar vehicles

Plattsburgh, NY

2018 GMC Terrain Denali

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

2018 GMC Terrain Denali

Plattsburgh, NY

Unscored
$15,26098,834 mi

Comparison: 5 similar vehicles

Plattsburgh, NY

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Plattsburgh, NY

Unscored
$15,69164,934 mi

Comparison: 6 similar vehicles

Plattsburgh, NY

2017 Buick Envision Premium I

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

2017 Buick Envision Premium I

Plattsburgh, NY

UnscoredInsufficient · 0
$15,98058,317 mi

Plattsburgh, NY

2021 Chrysler Voyager LXI

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

2021 Chrysler Voyager LXI

Plattsburgh, NY

Unscored
$16,07595,080 mi

Comparison: 5 similar vehicles

Plattsburgh, NY

2018 Chrysler 300 Touring

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

2018 Chrysler 300 Touring

Plattsburgh, NY

Unscored
$16,075134,850 mi

Comparison: 5 similar vehicles

Plattsburgh, NY

2013 Jeep Wrangler Sahara

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

2013 Jeep Wrangler Sahara

Plattsburgh, NY

UnscoredInsufficient · 4
$16,17594,882 mi

Comparison: 4 similar vehicles

Plattsburgh, NY

2017 Chevrolet Express Cutaway Base

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

2017 Chevrolet Express Cutaway Base

Plattsburgh, NY

Unscored
$16,800120,755 mi

Comparison: 6 similar vehicles

Plattsburgh, NY

2023 Hyundai Elantra SEL

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

2023 Hyundai Elantra SEL

Plattsburgh, NY

Unscored
$16,80861,019 mi

Comparison: 8 similar vehicles

Plattsburgh, NY

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Plattsburgh, NY

Fair PriceLimited · 12
$16,89074,821 mi

Market: $12,900 – $18,591

Comparison: 12 similar vehicles

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

Plattsburgh, NY

2019 Honda Civic Sport

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

2019 Honda Civic Sport

Plattsburgh, NY

Fair PriceModerate · 29
$16,96376,884 mi

Market: $12,500 – $17,990

Comparison: 29 similar vehicles

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

Plattsburgh, NY

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Plattsburgh, NY

Unscored
$17,300119,532 mi

Comparison: 5 similar vehicles

Plattsburgh, NY

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Plattsburgh, NY

Unscored
$17,30089,693 mi

Comparison: 8 similar vehicles

Plattsburgh, NY

2015 Jeep Wrangler Unlimited Rubicon

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

2015 Jeep Wrangler Unlimited Rubicon

Plattsburgh, NY

Unscored
$17,675104,311 mi

Comparison: 7 similar vehicles

Plattsburgh, NY

2021 GMC Terrain SLE

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

2021 GMC Terrain SLE

Plattsburgh, NY

OverpricedLimited · 10
$17,88087,204 mi

Market: $17,197 – $17,716

Comparison: 10 similar vehicles

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

Plattsburgh, NY

2020 Jeep Compass Latitude

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

2020 Jeep Compass Latitude

Plattsburgh, NY

Unscored
$18,075Mileage not verified

Comparison: 9 similar vehicles

Plattsburgh, NY

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Plattsburgh, NY

Fair PriceLimited · 11
$18,925106,300 mi

Market: $18,497 – $22,497

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 594 days listed (based on current market benchmarks)

Plattsburgh, NY

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Plattsburgh, NY

UnscoredInsufficient · 4
$19,07580,602 mi

Comparison: 4 similar vehicles

Plattsburgh, NY

2020 Kia Sorento SX

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

2020 Kia Sorento SX

Plattsburgh, NY

UnscoredInsufficient · 0
$19,26075,808 mi

Plattsburgh, NY

2017 Jeep Wrangler Unlimited Sport S

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

2017 Jeep Wrangler Unlimited Sport S

Plattsburgh, NY

Unscored
$19,300111,774 mi

Comparison: 8 similar vehicles

Plattsburgh, NY

2024 Chevrolet Trax Activ

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

2024 Chevrolet Trax Activ

Plattsburgh, NY

UnscoredInsufficient · 0
$19,34073,989 mi

Plattsburgh, NY

2021 Ford Escape SEL

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

2021 Ford Escape SEL

Plattsburgh, NY

UnscoredInsufficient · 0
$19,49934,100 mi

Plattsburgh, NY

2019 Nissan Maxima SL

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

2019 Nissan Maxima SL

Plattsburgh, NY

UnscoredInsufficient · 0
$19,67559,887 mi

Plattsburgh, NY

2018 Jeep Wrangler Sport

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

2018 Jeep Wrangler Sport

Plattsburgh, NY

UnscoredInsufficient · 0
$19,79570,000 mi

Plattsburgh, NY

2021 Jeep Grand Cherokee Limited

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

2021 Jeep Grand Cherokee Limited

Plattsburgh, NY

UnscoredInsufficient · 4
$19,984Mileage not verified

Comparison: 4 similar vehicles

Plattsburgh, NY

2025 Kia K4 LXS

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

2025 Kia K4 LXS

Plattsburgh, NY

UnscoredInsufficient · 3
$19,99535,334 mi

Comparison: 3 similar vehicles

Plattsburgh, NY

2020 Chevrolet Colorado LT

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

2020 Chevrolet Colorado LT

Plattsburgh, NY

UnscoredInsufficient · 3
$19,99598,758 mi

Comparison: 3 similar vehicles

Plattsburgh, NY

2019 Toyota RAV4 XLE

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

2019 Toyota RAV4 XLE

Plattsburgh, NY

Fair PriceLimited · 15
$19,99598,495 mi

Market: $20,599 – $24,949

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 65 days listed (based on current market benchmarks)

Plattsburgh, NY

2024 Chevrolet Trax Activ

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

2024 Chevrolet Trax Activ

Plattsburgh, NY

Unscored
$19,99835,804 mi

Comparison: 6 similar vehicles

Plattsburgh, NY

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

Plattsburgh, NY

UnscoredInsufficient · 0
$20,07549,491 mi

Plattsburgh, NY

2020 Jeep Wrangler Willys

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

2020 Jeep Wrangler Willys

Plattsburgh, NY

OverpricedLimited · 11
$20,26964,796 mi

Market: $15,099 – $15,998

Comparison: 11 similar vehicles

Priced ~27% above the typical market range for similar vehicles (based on current market benchmarks)

Plattsburgh, NY

2026 Hyundai Elantra SE

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

2026 Hyundai Elantra SE

Plattsburgh, NY

Great DealRobust · 203
$20,4882,843 mi

Market: $21,868 – $25,755

Comparison: 203 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 389 days listed (based on current market benchmarks)

Plattsburgh, NY

2022 Subaru Outback Premium

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

2022 Subaru Outback Premium

Plattsburgh, NY

UnscoredInsufficient · 3
$20,79169,231 mi

Comparison: 3 similar vehicles

Plattsburgh, NY

2024 Kia Seltos EX

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

2024 Kia Seltos EX

Plattsburgh, NY

Unscored
$20,86449,726 mi

Comparison: 7 similar vehicles

Plattsburgh, NY

2021 Chrysler Pacifica Touring

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

2021 Chrysler Pacifica Touring

Plattsburgh, NY

UnscoredInsufficient · 0
$21,16582,177 mi

Plattsburgh, NY

2022 Jeep Renegade Trailhawk

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

2022 Jeep Renegade Trailhawk

Plattsburgh, NY

UnscoredInsufficient · 0
$21,17524,414 mi

Plattsburgh, NY

2021 Jeep Grand Cherokee L Altitude

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

2021 Jeep Grand Cherokee L Altitude

Plattsburgh, NY

Unscored
$21,50088,354 mi

Comparison: 8 similar vehicles

Plattsburgh, NY

2023 Buick Envision Preferred

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

2023 Buick Envision Preferred

Plattsburgh, NY

UnscoredInsufficient · 0
$21,75665,160 mi

Plattsburgh, NY

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 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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