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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 · October 25, 2026

6M+

Unique vehicles analyzed

as of October 25, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

261 listings found

No Photo

2011 Chevrolet Traverse 1LT

Montpelier, OH

UnscoredRobust · 58
$4,709200,000 mi

Comparison: 58 similar vehicles

Montpelier, OH

1998 Ford Mustang GT

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

1998 Ford Mustang GT

Montpelier, OH

UnscoredInsufficient · 4
$4,995120,000 mi

Comparison: 4 similar vehicles

Montpelier, OH

No Photo

2014 Ford Fusion SE

Montpelier, OH

UnscoredRobust · 161
$5,529226,084 mi

Comparison: 161 similar vehicles

Montpelier, OH

2008 GMC Savana Cargo Base

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

2008 GMC Savana Cargo Base

Montpelier, OH

UnscoredLimited · 6
$5,598110,964 mi

Comparison: 6 similar vehicles

Montpelier, OH

2013 Ford Escape SE

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

2013 Ford Escape SE

Montpelier, OH

UnscoredInsufficient · 3
$5,898154,019 mi

Comparison: 3 similar vehicles

Montpelier, OH

No Photo

2013 Ford Transit Connect XLT

Montpelier, OH

UnscoredLimited · 16
$6,164187,381 mi

Comparison: 16 similar vehicles

Montpelier, OH

2013 Buick LaCrosse Leather

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

2013 Buick LaCrosse Leather

Montpelier, OH

UnscoredModerate · 22
$6,292135,290 mi

Comparison: 22 similar vehicles

Montpelier, OH

No Photo

2013 Ford Escape SE

Montpelier, OH

UnscoredInsufficient · 3
$6,577102,140 mi

Comparison: 3 similar vehicles

Montpelier, OH

No Photo

2016 Ford Explorer XLT

Montpelier, OH

UnscoredLimited · 8
$7,162178,212 mi

Comparison: 8 similar vehicles

Montpelier, OH

No Photo

2013 Nissan Rogue S

Montpelier, OH

Fair PriceRobust · 65
$7,41270,680 mi

Market: $2,200 – $11,990

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Montpelier, OH

2020 Ford Ecosport Titanium

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

2020 Ford Ecosport Titanium

Montpelier, OH

Great DealRobust · 55
$7,806115,852 mi

Market: $8,500 – $17,895

Comparison: 55 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 204 days listed (based on current market benchmarks)

Montpelier, OH

2001 GMC Sierra SLE

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

2001 GMC Sierra SLE

Montpelier, OH

UnscoredInsufficient · 3
$7,898295,005 mi

Comparison: 3 similar vehicles

Montpelier, OH

2005 Chrysler Crossfire Limited

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

2005 Chrysler Crossfire Limited

Montpelier, OH

Fair PriceLimited · 11
$8,39068,639 mi

Market: $5,295 – $14,900

Comparison: 11 similar vehicles

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

Montpelier, OH

2015 Kia Sorento EX

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

2015 Kia Sorento EX

Montpelier, OH

UnscoredLimited · 7
$8,396124,976 mi

Comparison: 7 similar vehicles

Montpelier, OH

2016 Nissan Juke S

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

2016 Nissan Juke S

Montpelier, OH

UnscoredLimited · 6
$8,40299,825 mi

Comparison: 6 similar vehicles

Montpelier, OH

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Montpelier, OH

UnscoredInsufficient · 0
$8,55730,878 mi

Montpelier, OH

No Photo

2017 Jeep Renegade Latitude

Montpelier, OH

UnscoredRobust · 154
$8,969135,467 mi

Comparison: 154 similar vehicles

Montpelier, OH

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Montpelier, OH

UnscoredInsufficient · 3
$9,371107,181 mi

Comparison: 3 similar vehicles

Montpelier, OH

No Photo

2015 GMC Terrain SLE-1

Montpelier, OH

Fair PriceRobust · 63
$9,41270,821 mi

Market: $1,700 – $12,558

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Montpelier, OH

No Photo

2018 Chevrolet Malibu 1LT

Montpelier, OH

UnscoredLimited · 5
$9,748128,902 mi

Comparison: 5 similar vehicles

Montpelier, OH

No Photo

2017 Buick Encore Preferred

Montpelier, OH

UnscoredLimited · 5
$9,95893,219 mi

Comparison: 5 similar vehicles

Montpelier, OH

2017 GMC Savana Cargo Work Van

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

2017 GMC Savana Cargo Work Van

Montpelier, OH

UnscoredModerate · 28
$9,988184,585 mi

Comparison: 28 similar vehicles

Montpelier, OH

2013 Ford Econoline

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

2013 Ford Econoline

Montpelier, OH

UnscoredInsufficient · 0
$10,460143,057 mi

Montpelier, OH

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Montpelier, OH

UnscoredRobust · 84
$10,468130,368 mi

Comparison: 84 similar vehicles

Montpelier, OH

2017 Ford C-Max SE

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

2017 Ford C-Max SE

Montpelier, OH

OverpricedLimited · 17
$10,91777,506 mi

Market: $4,750 – $10,866

Comparison: 17 similar vehicles

Montpelier, OH

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Montpelier, OH

UnscoredInsufficient · 3
$11,37494,756 mi

Comparison: 3 similar vehicles

Montpelier, OH

2015 Ford F-150 Lariat

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

2015 Ford F-150 Lariat

Montpelier, OH

UnscoredLimited · 9
$11,395205,969 mi

Comparison: 9 similar vehicles

Montpelier, OH

2017 Ford Flex SEL

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

2017 Ford Flex SEL

Montpelier, OH

Fair PriceLimited · 10
$11,854105,950 mi

Market: $5,500 – $19,402

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Montpelier, OH

No Photo

2019 Mitsubishi Outlander SE

Montpelier, OH

OverpricedLimited · 12
$11,87299,370 mi

Market: $9,660 – $11,400

Comparison: 12 similar vehicles

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

Montpelier, OH

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Montpelier, OH

OverpricedLimited · 14
$11,88867,964 mi

Market: $5,995 – $11,699

Comparison: 14 similar vehicles

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

Montpelier, OH

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Montpelier, OH

Fair PriceRobust · 56
$11,94594,264 mi

Market: $7,995 – $18,262

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Montpelier, OH

No Photo

2019 Chevrolet Equinox LT

Montpelier, OH

Fair PriceLimited · 13
$12,253114,000 mi

Market: $10,290 – $16,998

Comparison: 13 similar vehicles

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

Montpelier, OH

2018 Audi Q3 Premium

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

2018 Audi Q3 Premium

Montpelier, OH

Fair PriceRobust · 54
$12,39273,947 mi

Market: $8,450 – $15,636

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 198 days listed (based on current market benchmarks)

Montpelier, OH

2013 RAM 1500 Laramie Longhorn

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

2013 RAM 1500 Laramie Longhorn

Montpelier, OH

UnscoredInsufficient · 3
$12,667154,074 mi

Comparison: 3 similar vehicles

Montpelier, OH

2017 Subaru Forester Premium

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

2017 Subaru Forester Premium

Montpelier, OH

UnscoredRobust · 131
$12,712121,053 mi

Comparison: 131 similar vehicles

Montpelier, OH

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Montpelier, OH

Great DealModerate · 46
$12,78455,620 mi

Market: $13,438 – $15,998

Comparison: 46 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 16 days listed (based on current market benchmarks)

Montpelier, OH

2009 GMC Sierra 2500HD SLE

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

2009 GMC Sierra 2500HD SLE

Montpelier, OH

UnscoredInsufficient · 0
$12,978249,493 mi

Montpelier, OH

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Montpelier, OH

Fair PriceModerate · 27
$13,09969,312 mi

Market: $11,849 – $26,285

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Montpelier, OH

2019 Volvo XC40 Momentum

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

2019 Volvo XC40 Momentum

Montpelier, OH

UnscoredModerate · 23
$13,309122,229 mi

Comparison: 23 similar vehicles

Montpelier, OH

No Photo

2015 Honda CR-Z EX

Montpelier, OH

UnscoredInsufficient · 3
$13,84064,687 mi

Comparison: 3 similar vehicles

Montpelier, OH

No Photo

2018 Subaru Legacy Premium

Montpelier, OH

UnscoredInsufficient · 3
$13,99492,005 mi

Comparison: 3 similar vehicles

Montpelier, OH

2019 Nissan Altima S

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

2019 Nissan Altima S

Montpelier, OH

Fair PriceModerate · 32
$13,99977,129 mi

Market: $3,995 – $17,095

Comparison: 32 similar vehicles

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

Montpelier, OH

No Photo

2019 Volkswagen Tiguan SE

Montpelier, OH

Fair PriceLimited · 13
$13,99958,414 mi

Market: $12,286 – $17,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Montpelier, OH

2019 Hyundai Sonata SEL

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

2019 Hyundai Sonata SEL

Montpelier, OH

UnscoredInsufficient · 3
$14,04942,251 mi

Comparison: 3 similar vehicles

Montpelier, OH

2021 Hyundai Tucson Value

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

2021 Hyundai Tucson Value

Montpelier, OH

Fair PriceRobust · 71
$14,07168,882 mi

Market: $10,998 – $18,495

Comparison: 71 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Montpelier, OH

No Photo

2020 Hyundai Kona Limited

Montpelier, OH

UnscoredLimited · 8
$14,298116,986 mi

Comparison: 8 similar vehicles

Montpelier, OH

2017 Honda Pilot Elite

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

2017 Honda Pilot Elite

Montpelier, OH

UnscoredRobust · 61
$14,342156,586 mi

Comparison: 61 similar vehicles

Montpelier, OH

No Photo

2021 Chevrolet Trailblazer RS

Montpelier, OH

UnscoredInsufficient · 4
$14,370123,491 mi

Comparison: 4 similar vehicles

Montpelier, OH

No Photo

2022 Nissan Altima S

Montpelier, OH

Fair PriceModerate · 25
$14,38398,718 mi

Market: $6,900 – $18,990

Comparison: 25 similar vehicles

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

Montpelier, OH

2016 RAM 1500 Pickup Express

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

2016 RAM 1500 Pickup Express

Montpelier, OH

UnscoredRobust · 65
$14,859152,746 mi

Comparison: 65 similar vehicles

Montpelier, OH

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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