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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

403 listings found

2007 Honda Civic EX

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

2007 Honda Civic EX

Montpelier, VT

Unscored
$7,096145,160 mi

Comparison: 9 similar vehicles

Montpelier, VT

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Montpelier, VT

Fair PriceModerate · 40
$11,99591,794 mi

Market: $6,488 – $14,417

Comparison: 40 similar vehicles

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

Montpelier, VT

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Montpelier, VT

UnscoredInsufficient · 3
$12,49577,434 mi

Comparison: 3 similar vehicles

Montpelier, VT

2014 Toyota Tundra SR5

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

2014 Toyota Tundra SR5

Montpelier, VT

UnscoredInsufficient · 3
$13,995258,707 mi

Comparison: 3 similar vehicles

Montpelier, VT

1994 Pontiac Firebird

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

1994 Pontiac Firebird

Montpelier, VT

UnscoredInsufficient · 0
$13,99534,312 mi

Montpelier, VT

2018 Jeep Compass Limited

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

2018 Jeep Compass Limited

Montpelier, VT

Unscored
$14,99586,211 mi

Comparison: 6 similar vehicles

Montpelier, VT

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Montpelier, VT

Unscored
$16,795101,328 mi

Comparison: 9 similar vehicles

Montpelier, VT

2019 GMC Sierra 1500 Limited Base

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

2019 GMC Sierra 1500 Limited Base

Montpelier, VT

UnscoredInsufficient · 3
$17,726146,555 mi

Comparison: 3 similar vehicles

Montpelier, VT

2022 Ford Escape S

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

2022 Ford Escape S

Montpelier, VT

UnscoredInsufficient · 0
$17,99547,160 mi

Montpelier, VT

2022 Chevrolet Trax LT

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

2022 Chevrolet Trax LT

Montpelier, VT

UnscoredInsufficient · 0
$18,98840,760 mi

Montpelier, VT

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Montpelier, VT

Fair PriceModerate · 21
$18,99552,798 mi

Market: $15,489 – $22,455

Comparison: 21 similar vehicles

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

Montpelier, VT

2025 Mitsubishi Outlander Sport LE

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

2025 Mitsubishi Outlander Sport LE

Montpelier, VT

UnscoredInsufficient · 0
$19,39532,249 mi

Montpelier, VT

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Montpelier, VT

Fair PriceLimited · 10
$19,98863,023 mi

Market: $11,955 – $22,996

Comparison: 10 similar vehicles

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

Montpelier, VT

2021 Ford Bronco Sport Badlands

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

2021 Ford Bronco Sport Badlands

Montpelier, VT

UnscoredInsufficient · 4
$20,59792,935 mi

Comparison: 4 similar vehicles

Montpelier, VT

2019 Ford Transit Van Base

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

2019 Ford Transit Van Base

Montpelier, VT

Unscored
$20,697125,055 mi

Comparison: 10 similar vehicles

Montpelier, VT

2019 Cadillac XT5 Luxury

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

2019 Cadillac XT5 Luxury

Montpelier, VT

Fair PriceModerate · 24
$20,89571,507 mi

Market: $12,795 – $21,998

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Montpelier, VT

2022 Ford Escape Titanium

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

2022 Ford Escape Titanium

Montpelier, VT

Great DealModerate · 21
$20,93753,196 mi

Market: $21,995 – $25,494

Comparison: 21 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 95 days listed (based on current market benchmarks)

Montpelier, VT

2024 Ford Escape Active

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

2024 Ford Escape Active

Montpelier, VT

Fair PriceLimited · 15
$20,99546,696 mi

Market: $18,492 – $21,340

Comparison: 15 similar vehicles

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

Montpelier, VT

2020 Subaru Forester Limited

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

2020 Subaru Forester Limited

Montpelier, VT

UnscoredInsufficient · 3
$21,16274,919 mi

Comparison: 3 similar vehicles

Montpelier, VT

2023 Volkswagen Taos SE

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

2023 Volkswagen Taos SE

Montpelier, VT

UnscoredInsufficient · 3
$21,59556,804 mi

Comparison: 3 similar vehicles

Montpelier, VT

2020 Chevrolet Equinox Premier

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

2020 Chevrolet Equinox Premier

Montpelier, VT

UnscoredInsufficient · 0
$22,98814,848 mi

Montpelier, VT

2025 Ford Escape Active

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

2025 Ford Escape Active

Montpelier, VT

Fair PriceLimited · 19
$22,99527,494 mi

Market: $19,293 – $29,399

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Montpelier, VT

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Montpelier, VT

Fair PriceLimited · 15
$23,49538,351 mi

Market: $21,647 – $25,384

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Montpelier, VT

2017 Ford Transit Wagon XLT

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

2017 Ford Transit Wagon XLT

Montpelier, VT

UnscoredInsufficient · 3
$23,53287,480 mi

Comparison: 3 similar vehicles

Montpelier, VT

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Montpelier, VT

Fair PriceLimited · 14
$23,98837,274 mi

Market: $21,647 – $25,384

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Montpelier, VT

2024 Chevrolet Trax RS

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

2024 Chevrolet Trax RS

Montpelier, VT

Fair PriceRobust · 144
$23,98822,981 mi

Market: $17,775 – $29,275

Comparison: 144 similar vehicles

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

Montpelier, VT

2021 GMC Terrain SLT

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

2021 GMC Terrain SLT

Montpelier, VT

UnscoredInsufficient · 3
$23,98848,662 mi

Comparison: 3 similar vehicles

Montpelier, VT

2025 Chevrolet Malibu 1LS

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

2025 Chevrolet Malibu 1LS

Montpelier, VT

UnscoredInsufficient · 0
$24,3875,894 mi

Montpelier, VT

2024 Jeep Grand Cherokee 4xe

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

2024 Jeep Grand Cherokee 4xe

Montpelier, VT

Unscored
$24,49554,110 mi

Comparison: 5 similar vehicles

Montpelier, VT

2024 Alfa Romeo Tonale TI

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

2024 Alfa Romeo Tonale TI

Montpelier, VT

Fair PriceModerate · 38
$24,49524,077 mi

Market: $20,919 – $27,998

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Montpelier, VT

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Montpelier, VT

Fair PriceModerate · 23
$24,98821,324 mi

Market: $22,288 – $26,833

Comparison: 23 similar vehicles

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

Montpelier, VT

2013 Toyota Tundra Grade

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

2013 Toyota Tundra Grade

Montpelier, VT

Unscored
$25,147121,540 mi

Comparison: 15 similar vehicles

Montpelier, VT

2017 Ford F-250 Super Duty XLT

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

2017 Ford F-250 Super Duty XLT

Montpelier, VT

Unscored
$25,187137,001 mi

Comparison: 15 similar vehicles

Montpelier, VT

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Montpelier, VT

Unscored
$25,29546,331 mi

Comparison: 5 similar vehicles

Montpelier, VT

2026 Kia K4 LXS

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

2026 Kia K4 LXS

Montpelier, VT

UnscoredInsufficient · 3
$25,654Mileage not verified

Comparison: 3 similar vehicles

Montpelier, VT

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Montpelier, VT

Fair PriceLimited · 14
$25,824Mileage not verified

Market: $22,784 – $26,119

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 238 days listed (based on current market benchmarks)

Montpelier, VT

2023 Jeep Compass Limited

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

2023 Jeep Compass Limited

Montpelier, VT

Unscored
$25,99513,736 mi

Comparison: 5 similar vehicles

Montpelier, VT

2026 Kia K4 LXS

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

2026 Kia K4 LXS

Montpelier, VT

UnscoredInsufficient · 3
$26,049Mileage not verified

Comparison: 3 similar vehicles

Montpelier, VT

2025 Kia K4 EX

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

2025 Kia K4 EX

Montpelier, VT

UnscoredInsufficient · 3
$26,074132 mi

Comparison: 3 similar vehicles

Montpelier, VT

2025 Kia K4 EX

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

2025 Kia K4 EX

Montpelier, VT

UnscoredInsufficient · 3
$26,0744,853 mi

Comparison: 3 similar vehicles

Montpelier, VT

2025 Kia K4 EX

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

2025 Kia K4 EX

Montpelier, VT

UnscoredInsufficient · 3
$26,0747,858 mi

Comparison: 3 similar vehicles

Montpelier, VT

2025 Kia K4 EX

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

2025 Kia K4 EX

Montpelier, VT

UnscoredInsufficient · 3
$26,0745,578 mi

Comparison: 3 similar vehicles

Montpelier, VT

2023 Ford Escape ST-Line Select

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

2023 Ford Escape ST-Line Select

Montpelier, VT

Fair PriceLimited · 15
$26,09041,450 mi

Market: $22,900 – $29,141

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Montpelier, VT

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Montpelier, VT

OverpricedLimited · 14
$26,119Mileage not verified

Market: $22,784 – $25,824

Comparison: 14 similar vehicles

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

Montpelier, VT

2019 Ford Ranger Lariat

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

2019 Ford Ranger Lariat

Montpelier, VT

Unscored
$26,16474,956 mi

Comparison: 6 similar vehicles

Montpelier, VT

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Montpelier, VT

Fair PriceModerate · 25
$26,329Mileage not verified

Market: $21,789 – $29,455

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 233 days listed (based on current market benchmarks)

Montpelier, VT

2021 RAM 1500 Pickup Big Horn/Lone Star

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

2021 RAM 1500 Pickup Big Horn/Lone Star

Montpelier, VT

Fair PriceModerate · 36
$26,34166,007 mi

Market: $22,000 – $30,785

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Montpelier, VT

2019 Ford Ranger Lariat

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

2019 Ford Ranger Lariat

Montpelier, VT

Unscored
$26,36269,806 mi

Comparison: 6 similar vehicles

Montpelier, VT

2024 Jeep Wrangler 4xe Sahara 4XE

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

2024 Jeep Wrangler 4xe Sahara 4XE

Montpelier, VT

Fair PriceLimited · 10
$26,49546,830 mi

Market: $26,029 – $31,999

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Montpelier, VT

2020 Ford Ranger XLT

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

2020 Ford Ranger XLT

Montpelier, VT

Fair PriceLimited · 10
$26,58943,284 mi

Market: $19,999 – $26,985

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Montpelier, 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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