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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 14, 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

273 listings found

2015 Dodge Durango R/T

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

2015 Dodge Durango R/T

Massena, NY

UnscoredInsufficient · 0
$16,975102,284 mi

Massena, NY

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Massena, NY

Fair PriceRobust · 53
$18,87465,939 mi

Market: $13,999 – $21,667

Comparison: 53 similar vehicles

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

Massena, NY

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Massena, NY

Fair PriceRobust · 91
$19,99552,911 mi

Market: $16,674 – $24,165

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Massena, NY

2018 Honda Odyssey EX-L

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

2018 Honda Odyssey EX-L

Massena, NY

Fair PriceLimited · 11
$21,27076,091 mi

Market: $16,995 – $23,500

Comparison: 11 similar vehicles

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

Massena, NY

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Massena, NY

UnscoredInsufficient · 3
$21,82266,294 mi

Comparison: 3 similar vehicles

Massena, NY

2025 Chevrolet Trax RS

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

2025 Chevrolet Trax RS

Massena, NY

OverpricedLimited · 18
$23,12527,813 mi

Market: $19,900 – $21,987

Comparison: 18 similar vehicles

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

Massena, NY

2024 Ford Escape ST-Line

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

2024 Ford Escape ST-Line

Massena, NY

Unscored
$23,214Mileage not verified

Comparison: 5 similar vehicles

Massena, NY

2024 Buick Encore GX Preferred

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

2024 Buick Encore GX Preferred

Massena, NY

Fair PriceModerate · 43
$23,50023,269 mi

Market: $19,570 – $24,997

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Massena, NY

2023 Ford Escape Active

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

2023 Ford Escape Active

Massena, NY

Fair PriceModerate · 44
$23,91532,636 mi

Market: $18,616 – $28,170

Comparison: 44 similar vehicles

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

Massena, NY

2025 Buick Encore GX Preferred

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

2025 Buick Encore GX Preferred

Massena, NY

UnscoredInsufficient · 0
$24,42023,159 mi

Massena, NY

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

Massena, NY

UnscoredInsufficient · 0
$24,83232,060 mi

Massena, NY

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Massena, NY

UnscoredInsufficient · 4
$24,840Mileage not verified

Comparison: 4 similar vehicles

Massena, NY

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Massena, NY

Fair PriceRobust · 98
$24,95922,950 mi

Market: $24,499 – $32,995

Comparison: 98 similar vehicles

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

Massena, NY

2025 Ford Escape Platinum

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

2025 Ford Escape Platinum

Massena, NY

UnscoredInsufficient · 4
$24,99828,155 mi

Comparison: 4 similar vehicles

Massena, NY

2025 Ford Escape Platinum

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

2025 Ford Escape Platinum

Massena, NY

UnscoredInsufficient · 4
$24,99823,799 mi

Comparison: 4 similar vehicles

Massena, NY

2025 Ford Escape Platinum

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

2025 Ford Escape Platinum

Massena, NY

UnscoredInsufficient · 4
$24,99824,432 mi

Comparison: 4 similar vehicles

Massena, NY

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Massena, NY

Fair PriceModerate · 49
$24,99829,847 mi

Market: $20,934 – $25,995

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 234 days listed (based on current market benchmarks)

Massena, NY

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Massena, NY

OverpricedLimited · 15
$25,22825,127 mi

Market: $23,888 – $24,487

Comparison: 15 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Massena, NY

2019 Ford Ranger Lariat

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

2019 Ford Ranger Lariat

Massena, NY

Fair PriceLimited · 17
$25,75079,205 mi

Market: $21,235 – $29,893

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Massena, NY

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

Massena, NY

UnscoredInsufficient · 0
$26,34927,650 mi

Massena, NY

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Massena, NY

Fair PriceRobust · 82
$26,57524,951 mi

Market: $23,069 – $34,470

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 178 days listed (based on current market benchmarks)

Massena, NY

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Massena, NY

Fair PriceRobust · 65
$26,69917,984 mi

Market: $21,125 – $27,995

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Massena, NY

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Massena, NY

OverpricedRobust · 131
$27,39953,122 mi

Market: $22,593 – $27,200

Comparison: 131 similar vehicles

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

Massena, NY

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Massena, NY

UnscoredInsufficient · 4
$27,480Mileage not verified

Comparison: 4 similar vehicles

Massena, NY

2024 Jeep Grand Cherokee L Altitude

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

2024 Jeep Grand Cherokee L Altitude

Massena, NY

UnscoredInsufficient · 0
$27,57566,483 mi

Massena, NY

2024 Jeep Wrangler 4xe Sports S 4XE

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

2024 Jeep Wrangler 4xe Sports S 4XE

Massena, NY

Fair PriceModerate · 24
$27,57536,847 mi

Market: $22,974 – $39,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 406 days listed (based on current market benchmarks)

Massena, NY

2021 Chevrolet Silverado 1500 LT Trail Boss

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

2021 Chevrolet Silverado 1500 LT Trail Boss

Massena, NY

Fair PriceRobust · 112
$27,766105,554 mi

Market: $22,995 – $39,694

Comparison: 112 similar vehicles

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

Massena, NY

2019 RAM 1500 Pickup Big Horn/Lone Star

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

2019 RAM 1500 Pickup Big Horn/Lone Star

Massena, NY

Fair PriceRobust · 134
$27,85086,113 mi

Market: $16,995 – $32,073

Comparison: 134 similar vehicles

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

Massena, NY

2023 Buick Envision Preferred

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

2023 Buick Envision Preferred

Massena, NY

Fair PriceLimited · 17
$27,90012,137 mi

Market: $25,960 – $30,725

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Massena, NY

2024 Subaru Outback Limited

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

2024 Subaru Outback Limited

Massena, NY

Unscored
$27,96354,805 mi

Comparison: 9 similar vehicles

Massena, NY

2025 Chevrolet Blazer 2LT

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

2025 Chevrolet Blazer 2LT

Massena, NY

UnscoredInsufficient · 0
$28,46416,782 mi

Massena, NY

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Massena, NY

UnscoredInsufficient · 4
$28,675Mileage not verified

Comparison: 4 similar vehicles

Massena, NY

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Massena, NY

Fair PriceRobust · 101
$28,80378,213 mi

Market: $20,000 – $29,975

Comparison: 101 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 128 days listed (based on current market benchmarks)

Massena, 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

Massena, NY

Fair PriceModerate · 23
$28,98710,027 mi

Market: $24,450 – $29,599

Comparison: 23 similar vehicles

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

Massena, NY

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Massena, NY

UnscoredInsufficient · 4
$29,490Mileage not verified

Comparison: 4 similar vehicles

Massena, NY

2024 Buick Encore GX Avenir

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

2024 Buick Encore GX Avenir

Massena, NY

OverpricedLimited · 14
$29,50014,110 mi

Market: $24,970 – $26,092

Comparison: 14 similar vehicles

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

Massena, NY

2024 Ford Maverick XLT

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

2024 Ford Maverick XLT

Massena, NY

Unscored
$29,57514,217 mi

Comparison: 18 similar vehicles

Massena, NY

2023 GMC Acadia SLE

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

2023 GMC Acadia SLE

Massena, NY

Fair PriceModerate · 47
$29,75920,862 mi

Market: $27,125 – $33,694

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 286 days listed (based on current market benchmarks)

Massena, NY

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Massena, NY

Fair PriceRobust · 82
$29,87524,953 mi

Market: $23,069 – $34,470

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 178 days listed (based on current market benchmarks)

Massena, NY

2021 Cadillac XT6 Premium Luxury

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

2021 Cadillac XT6 Premium Luxury

Massena, NY

UnscoredInsufficient · 0
$29,90031,871 mi

Massena, NY

2023 Chevrolet Traverse 1LT

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

2023 Chevrolet Traverse 1LT

Massena, NY

Fair PriceRobust · 93
$29,94447,392 mi

Market: $24,990 – $32,117

Comparison: 93 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Massena, NY

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

Massena, NY

Unscored
$30,155Mileage not verified

Comparison: 5 similar vehicles

Massena, NY

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

Massena, NY

Unscored
$30,650Mileage not verified

Comparison: 5 similar vehicles

Massena, NY

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

Massena, NY

Unscored
$30,650Mileage not verified

Comparison: 5 similar vehicles

Massena, NY

2021 Ford Explorer ST

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

2021 Ford Explorer ST

Massena, NY

OverpricedLimited · 13
$30,68680,790 mi

Market: $27,396 – $29,248

Comparison: 13 similar vehicles

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

Massena, NY

2023 Buick Envision Preferred

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

2023 Buick Envision Preferred

Massena, NY

OverpricedLimited · 17
$30,72519,146 mi

Market: $25,960 – $27,900

Comparison: 17 similar vehicles

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

Massena, NY

2024 Buick Envision Preferred

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

2024 Buick Envision Preferred

Massena, NY

UnscoredInsufficient · 0
$30,90011,945 mi

Massena, NY

2022 Jeep Gladiator Overland

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

2022 Jeep Gladiator Overland

Massena, NY

UnscoredInsufficient · 0
$30,92751,071 mi

Massena, NY

2026 Jeep Compass Latitude Altitude

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

2026 Jeep Compass Latitude Altitude

Massena, NY

Fair PriceLimited · 10
$31,140Mileage not verified

Market: $31,065 – $35,252

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 190 days listed (based on current market benchmarks)

Massena, NY

2026 Buick Encore GX Sport Touring

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

2026 Buick Encore GX Sport Touring

Massena, NY

UnscoredInsufficient · 4
$31,255Mileage not verified

Comparison: 4 similar vehicles

Massena, NY

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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