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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 3, 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

93 listings found

2017 Chevrolet Spark LS

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

2017 Chevrolet Spark LS

Ludlow, VT

UnscoredInsufficient · 0
$7,28332,230 mi

Ludlow, VT

2014 Jeep Wrangler Willys Wheeler

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

2014 Jeep Wrangler Willys Wheeler

Ludlow, VT

UnscoredInsufficient · 0
$9,283248,117 mi

Ludlow, VT

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Ludlow, VT

Fair PriceRobust · 200
$15,28388,573 mi

Market: $5,999 – $21,000

Comparison: 200 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Ludlow, VT

1994 Ford Mustang

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

1994 Ford Mustang

Ludlow, VT

UnscoredInsufficient · 0
$15,28332,322 mi

Ludlow, VT

2005 Ford Thunderbird Deluxe

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

2005 Ford Thunderbird Deluxe

Ludlow, VT

UnscoredInsufficient · 0
$16,28382,883 mi

Ludlow, VT

2020 Cadillac XT5 Premium Luxury

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

2020 Cadillac XT5 Premium Luxury

Ludlow, VT

Fair PriceModerate · 32
$16,688110,669 mi

Market: $14,576 – $25,598

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Ludlow, VT

2021 Kia Sorento LX

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

2021 Kia Sorento LX

Ludlow, VT

Fair PriceLimited · 10
$16,79586,123 mi

Market: $13,996 – $19,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Ludlow, VT

2021 Chevrolet Equinox Premier

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

2021 Chevrolet Equinox Premier

Ludlow, VT

Fair PriceLimited · 19
$17,083100,925 mi

Market: $14,892 – $21,595

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 271 days listed (based on current market benchmarks)

Ludlow, VT

2022 Chevrolet Trax LT

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

2022 Chevrolet Trax LT

Ludlow, VT

Unscored
$19,18321,482 mi

Comparison: 7 similar vehicles

Ludlow, VT

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Ludlow, VT

Fair PriceRobust · 62
$20,78339,836 mi

Market: $19,885 – $24,977

Comparison: 62 similar vehicles

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

Ludlow, VT

2019 RAM 1500 Pickup Rebel

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

2019 RAM 1500 Pickup Rebel

Ludlow, VT

Unscored
$21,283156,523 mi

Comparison: 82 similar vehicles

Ludlow, VT

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Ludlow, VT

Fair PriceRobust · 71
$21,99517,879 mi

Market: $18,500 – $24,925

Comparison: 71 similar vehicles

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

Ludlow, VT

2005 Chevrolet Corvette Base

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

2005 Chevrolet Corvette Base

Ludlow, VT

Unscored
$22,28376,257 mi

Comparison: 8 similar vehicles

Ludlow, VT

2023 Subaru Legacy Limited

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

2023 Subaru Legacy Limited

Ludlow, VT

Unscored
$22,68367,626 mi

Comparison: 7 similar vehicles

Ludlow, VT

2022 GMC Terrain SLE

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

2022 GMC Terrain SLE

Ludlow, VT

Fair PriceRobust · 53
$22,78331,749 mi

Market: $19,990 – $24,329

Comparison: 53 similar vehicles

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

Ludlow, VT

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Ludlow, VT

UnscoredInsufficient · 0
$22,88347,523 mi

Ludlow, VT

2020 Chevrolet Silverado 1500 LT

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

2020 Chevrolet Silverado 1500 LT

Ludlow, VT

Fair PriceRobust · 120
$23,683107,153 mi

Market: $18,900 – $32,500

Comparison: 120 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 167 days listed (based on current market benchmarks)

Ludlow, VT

2024 Dodge Hornet R/T Plus

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

2024 Dodge Hornet R/T Plus

Ludlow, VT

Great DealModerate · 36
$24,0833,448 mi

Market: $26,125 – $49,895

Comparison: 36 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 25 days listed (based on current market benchmarks)

Ludlow, VT

2024 Volkswagen Tiguan Wolfsburg Edition

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

2024 Volkswagen Tiguan Wolfsburg Edition

Ludlow, VT

Fair PriceModerate · 25
$24,28337,632 mi

Market: $20,990 – $26,230

Comparison: 25 similar vehicles

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

Ludlow, VT

2023 Jeep Compass Trailhawk

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

2023 Jeep Compass Trailhawk

Ludlow, VT

Unscored
$24,28320,200 mi

Comparison: 7 similar vehicles

Ludlow, VT

2004 Chevrolet SSR LS

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

2004 Chevrolet SSR LS

Ludlow, VT

Unscored
$25,28342,340 mi

Comparison: 7 similar vehicles

Ludlow, VT

2024 Hyundai IONIQ 5 SEL

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

2024 Hyundai IONIQ 5 SEL

Ludlow, VT

Unscored
$26,28335,990 mi

Comparison: 5 similar vehicles

Ludlow, VT

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Ludlow, VT

Fair PriceRobust · 54
$26,8832,634 mi

Market: $24,995 – $31,170

Comparison: 54 similar vehicles

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

Ludlow, VT

2025 Hyundai Tucson SEL

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

2025 Hyundai Tucson SEL

Ludlow, VT

Fair PriceModerate · 21
$26,8833,282 mi

Market: $24,993 – $37,168

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 172 days listed (based on current market benchmarks)

Ludlow, VT

2023 Hyundai IONIQ 5 SEL

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

2023 Hyundai IONIQ 5 SEL

Ludlow, VT

Fair PriceLimited · 10
$27,08312,776 mi

Market: $26,424 – $30,940

Comparison: 10 similar vehicles

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

Ludlow, VT

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Ludlow, VT

OverpricedModerate · 25
$27,133Mileage not verified

Market: $21,289 – $26,875

Comparison: 25 similar vehicles

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

Ludlow, VT

2025 Chevrolet Equinox EV LT

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

2025 Chevrolet Equinox EV LT

Ludlow, VT

Unscored
$27,88313,868 mi

Comparison: 8 similar vehicles

Ludlow, VT

2019 Chevrolet Silverado 2500HD Work Truck

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

2019 Chevrolet Silverado 2500HD Work Truck

Ludlow, VT

Fair PriceModerate · 30
$27,98370,550 mi

Market: $17,995 – $43,828

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 167 days listed (based on current market benchmarks)

Ludlow, VT

2022 RAM 1500 Pickup Big Horn/Lone Star

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

2022 RAM 1500 Pickup Big Horn/Lone Star

Ludlow, VT

Unscored
$28,28373,626 mi

Comparison: 7 similar vehicles

Ludlow, VT

2021 Chevrolet Silverado 1500 RST

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

2021 Chevrolet Silverado 1500 RST

Ludlow, VT

UnscoredInsufficient · 3
$28,28392,790 mi

Comparison: 3 similar vehicles

Ludlow, VT

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

Ludlow, VT

Unscored
$28,583100,641 mi

Comparison: 7 similar vehicles

Ludlow, VT

2022 Jeep Wrangler Unlimited Rubicon

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

2022 Jeep Wrangler Unlimited Rubicon

Ludlow, VT

Fair PriceModerate · 26
$28,78371,371 mi

Market: $23,682 – $34,835

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 179 days listed (based on current market benchmarks)

Ludlow, VT

2022 Chevrolet Silverado 1500 LT

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

2022 Chevrolet Silverado 1500 LT

Ludlow, VT

Fair PriceRobust · 50
$29,28356,046 mi

Market: $28,990 – $36,250

Comparison: 50 similar vehicles

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

Ludlow, VT

2023 Chevrolet Blazer RS

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

2023 Chevrolet Blazer RS

Ludlow, VT

Fair PriceModerate · 49
$31,08341,383 mi

Market: $27,777 – $32,766

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 264 days listed (based on current market benchmarks)

Ludlow, VT

2023 Chevrolet Traverse High Country

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

2023 Chevrolet Traverse High Country

Ludlow, VT

Fair PriceModerate · 22
$31,18379,599 mi

Market: $30,975 – $34,494

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Ludlow, VT

2023 Toyota RAV4 XLE Premium

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

2023 Toyota RAV4 XLE Premium

Ludlow, VT

UnscoredInsufficient · 3
$31,88336,100 mi

Comparison: 3 similar vehicles

Ludlow, VT

2023 GMC Canyon Elevation

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

2023 GMC Canyon Elevation

Ludlow, VT

UnscoredInsufficient · 0
$32,28366,896 mi

Ludlow, VT

2022 GMC Sierra 2500HD Pro

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

2022 GMC Sierra 2500HD Pro

Ludlow, VT

Great DealLimited · 11
$32,78381,723 mi

Market: $34,490 – $43,341

Comparison: 11 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 13 days listed (based on current market benchmarks)

Ludlow, VT

2018 Chevrolet Silverado 2500HD LT

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

2018 Chevrolet Silverado 2500HD LT

Ludlow, VT

Unscored
$32,99569,792 mi

Comparison: 5 similar vehicles

Ludlow, VT

2026 Chevrolet Trailblazer RS

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

2026 Chevrolet Trailblazer RS

Ludlow, VT

UnscoredInsufficient · 3
$33,378Mileage not verified

Comparison: 3 similar vehicles

Ludlow, VT

2025 Chevrolet Equinox ACTIV

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

2025 Chevrolet Equinox ACTIV

Ludlow, VT

OverpricedLimited · 15
$33,7832,079 mi

Market: $30,149 – $33,175

Comparison: 15 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Ludlow, VT

2026 Chevrolet Trailblazer RS

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

2026 Chevrolet Trailblazer RS

Ludlow, VT

UnscoredInsufficient · 3
$35,363Mileage not verified

Comparison: 3 similar vehicles

Ludlow, VT

2024 Chevrolet BrightDrop Zevo 400

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

2024 Chevrolet BrightDrop Zevo 400

Ludlow, VT

Fair PriceModerate · 42
$35,683160 mi

Market: $33,498 – $39,687

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 102 days listed (based on current market benchmarks)

Ludlow, VT

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Ludlow, VT

Fair PriceRobust · 59
$35,708Mileage not verified

Market: $31,744 – $38,213

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Ludlow, VT

2023 Ford Transit Van Base

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

2023 Ford Transit Van Base

Ludlow, VT

Fair PriceModerate · 28
$36,28325,966 mi

Market: $30,995 – $46,545

Comparison: 28 similar vehicles

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

Ludlow, VT

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Ludlow, VT

Fair PriceRobust · 190
$36,403Mileage not verified

Market: $27,639 – $38,035

Comparison: 190 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 223 days listed (based on current market benchmarks)

Ludlow, VT

2025 Nissan Frontier PRO-4X

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

2025 Nissan Frontier PRO-4X

Ludlow, VT

Fair PriceModerate · 25
$36,58321,911 mi

Market: $35,101 – $46,494

Comparison: 25 similar vehicles

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

Ludlow, VT

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Ludlow, VT

Fair PriceRobust · 59
$36,698Mileage not verified

Market: $31,744 – $38,213

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Ludlow, VT

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Ludlow, VT

Fair PriceRobust · 59
$36,728Mileage not verified

Market: $31,744 – $38,213

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Ludlow, VT

2024 GMC Sierra 1500 Pro

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

2024 GMC Sierra 1500 Pro

Ludlow, VT

Fair PriceLimited · 11
$37,18314,854 mi

Market: $34,174 – $39,977

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 186 days listed (based on current market benchmarks)

Ludlow, VT

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 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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