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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

1,609 listings found

2010 Jeep Grand Cherokee Laredo

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

2010 Jeep Grand Cherokee Laredo

Rumford, ME

UnscoredInsufficient · 0
$4,800123,000 mi

Rumford, ME

2013 Volvo XC90 3.2

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

2013 Volvo XC90 3.2

Rumford, ME

UnscoredLimited · 6
$6,900189,000 mi

Comparison: 6 similar vehicles

Rumford, ME

2011 Volvo XC90 R-Design

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

2011 Volvo XC90 R-Design

Rumford, ME

UnscoredInsufficient · 0
$6,900186,000 mi

Rumford, ME

2001 Ford Excursion Limited

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

2001 Ford Excursion Limited

Newport, VT

UnscoredInsufficient · 0
$6,900203,000 mi

Newport, VT

2017 Ford Escape SE

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

2017 Ford Escape SE

Newport, VT

UnscoredLimited · 11
$7,500131,560 mi

Comparison: 11 similar vehicles

Newport, VT

2010 Volvo XC60 T6

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

2010 Volvo XC60 T6

Rumford, ME

UnscoredInsufficient · 3
$7,900131,000 mi

Comparison: 3 similar vehicles

Rumford, ME

2015 Volvo XC60 T5 Platinum

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

2015 Volvo XC60 T5 Platinum

Rumford, ME

UnscoredInsufficient · 0
$8,900143,000 mi

Rumford, ME

2012 Volvo XC60 3.2

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

2012 Volvo XC60 3.2

Rumford, ME

UnscoredInsufficient · 0
$8,900150,000 mi

Rumford, ME

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Brighton, VT

UnscoredLimited · 8
$8,99599,313 mi

Comparison: 8 similar vehicles

Brighton, VT

2019 Ford Escape SE

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

2019 Ford Escape SE

Colebrook, NH

Fair PriceRobust · 98
$9,800113,385 mi

Market: $9,995 – $14,645

Comparison: 98 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 221 days listed (based on current market benchmarks)

Colebrook, NH

2015 Audi Q3 Prestige

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

2015 Audi Q3 Prestige

Saint Johnsbury, VT

UnscoredInsufficient · 4
$9,900130,107 mi

Comparison: 4 similar vehicles

Saint Johnsbury, VT

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Saint Johnsbury, VT

UnscoredModerate · 32
$9,900132,512 mi

Comparison: 32 similar vehicles

Saint Johnsbury, VT

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Lyndon, VT

UnscoredInsufficient · 0
$9,99555,648 mi

Lyndon, VT

2016 Kia Sportage LX

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

2016 Kia Sportage LX

Colebrook, NH

Fair PriceModerate · 39
$9,995112,375 mi

Market: $7,495 – $12,083

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Colebrook, NH

2015 Buick Encore Base

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

2015 Buick Encore Base

Colebrook, NH

UnscoredLimited · 6
$10,000122,028 mi

Comparison: 6 similar vehicles

Colebrook, NH

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Newport, VT

UnscoredInsufficient · 3
$10,500134,602 mi

Comparison: 3 similar vehicles

Newport, VT

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Saint Johnsbury, VT

Fair PriceModerate · 47
$10,500118,240 mi

Market: $4,594 – $16,670

Comparison: 47 similar vehicles

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

Saint Johnsbury, VT

2016 Kia Sportage LX

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

2016 Kia Sportage LX

Saint Johnsbury, VT

Fair PriceModerate · 44
$10,500113,966 mi

Market: $7,495 – $12,779

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Saint Johnsbury, VT

2018 Jeep Renegade Trailhawk

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

2018 Jeep Renegade Trailhawk

Saint Johnsbury, VT

UnscoredInsufficient · 0
$10,900135,865 mi

Saint Johnsbury, VT

2017 Buick Encore Preferred

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

2017 Buick Encore Preferred

Derby, VT

UnscoredLimited · 8
$10,90081,000 mi

Comparison: 8 similar vehicles

Derby, VT

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Brighton, VT

UnscoredLimited · 7
$10,99567,567 mi

Comparison: 7 similar vehicles

Brighton, VT

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Colebrook, NH

UnscoredLimited · 12
$11,000123,087 mi

Comparison: 12 similar vehicles

Colebrook, NH

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Colebrook, NH

Fair PriceModerate · 46
$11,000119,937 mi

Market: $6,995 – $13,995

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 221 days listed (based on current market benchmarks)

Colebrook, NH

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Colebrook, NH

UnscoredRobust · 108
$11,000133,793 mi

Comparison: 108 similar vehicles

Colebrook, NH

2017 Ford Escape SE

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

2017 Ford Escape SE

Newport, VT

Fair PriceLimited · 10
$11,416115,398 mi

Market: $7,500 – $12,188

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 552 days listed (based on current market benchmarks)

Newport, VT

2017 Nissan Murano S

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

2017 Nissan Murano S

Saint Johnsbury, VT

UnscoredInsufficient · 0
$11,500128,865 mi

Saint Johnsbury, VT

2016 Volvo XC60 Premier

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

2016 Volvo XC60 Premier

Rumford, ME

UnscoredLimited · 7
$11,900113,000 mi

Comparison: 7 similar vehicles

Rumford, ME

2018 Nissan Rogue SL

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

2018 Nissan Rogue SL

Lyndon, VT

Fair PriceModerate · 22
$11,99590,225 mi

Market: $9,295 – $17,998

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 295 days listed (based on current market benchmarks)

Lyndon, VT

2017 Jeep Cherokee Limited

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

2017 Jeep Cherokee Limited

Colebrook, NH

UnscoredLimited · 11
$12,000124,280 mi

Comparison: 11 similar vehicles

Colebrook, NH

2017 INFINITI QX30 Premium

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

2017 INFINITI QX30 Premium

Gorham, NH

UnscoredInsufficient · 4
$12,49097,805 mi

Comparison: 4 similar vehicles

Gorham, NH

2017 Jeep Cherokee Trailhawk

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

2017 Jeep Cherokee Trailhawk

Saint Johnsbury, VT

UnscoredLimited · 7
$12,500132,747 mi

Comparison: 7 similar vehicles

Saint Johnsbury, VT

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Newport, VT

UnscoredInsufficient · 3
$12,66668,014 mi

Comparison: 3 similar vehicles

Newport, VT

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Rumford, ME

UnscoredInsufficient · 0
$12,70098,000 mi

Rumford, ME

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Colebrook, NH

Fair PriceRobust · 56
$12,800114,449 mi

Market: $7,995 – $16,170

Comparison: 56 similar vehicles

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

Colebrook, NH

2019 Hyundai Kona SE

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

2019 Hyundai Kona SE

Saint Johnsbury, VT

Fair PriceLimited · 19
$12,90083,012 mi

Market: $8,375 – $16,267

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Saint Johnsbury, VT

2019 Jeep Renegade Latitude

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

2019 Jeep Renegade Latitude

Saint Johnsbury, VT

UnscoredInsufficient · 0
$12,900105,399 mi

Saint Johnsbury, VT

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Newport, VT

UnscoredInsufficient · 3
$12,90092,530 mi

Comparison: 3 similar vehicles

Newport, VT

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Newport, VT

Fair PriceModerate · 36
$12,98883,915 mi

Market: $6,995 – $18,170

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Newport, VT

2018 Audi Q5 Premium Plus

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

2018 Audi Q5 Premium Plus

Gorham, NH

UnscoredLimited · 9
$12,990105,361 mi

Comparison: 9 similar vehicles

Gorham, NH

2016 GMC Yukon XL Denali

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

2016 GMC Yukon XL Denali

Bethel, ME

UnscoredInsufficient · 0
$12,990184,098 mi

Bethel, ME

2017 Jeep Grand Cherokee Laredo

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

2017 Jeep Grand Cherokee Laredo

Brighton, VT

UnscoredLimited · 8
$12,995130,007 mi

Comparison: 8 similar vehicles

Brighton, VT

2016 Chevrolet Equinox LS

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

2016 Chevrolet Equinox LS

Lyndon, VT

OverpricedLimited · 13
$12,99581,950 mi

Market: $3,995 – $9,990

Comparison: 13 similar vehicles

Priced ~30% above the typical market range for similar vehicles (based on current market benchmarks)

Lyndon, VT

2018 Land Rover Range Rover Sport HSE

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

2018 Land Rover Range Rover Sport HSE

Gorham, NH

UnscoredLimited · 9
$13,00086,309 mi

Comparison: 9 similar vehicles

Gorham, NH

2017 Chevrolet Traverse LS

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

2017 Chevrolet Traverse LS

Colebrook, NH

OverpricedLimited · 11
$13,000115,083 mi

Market: $5,900 – $11,995

Comparison: 11 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Colebrook, NH

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

Saint Johnsbury, VT

UnscoredModerate · 38
$13,400129,751 mi

Comparison: 38 similar vehicles

Saint Johnsbury, VT

2017 Chevrolet Traverse 2LT

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

2017 Chevrolet Traverse 2LT

Lyndon, VT

UnscoredLimited · 8
$13,50091,023 mi

Comparison: 8 similar vehicles

Lyndon, VT

2013 Jeep Wrangler Unlimited Sport

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

2013 Jeep Wrangler Unlimited Sport

Saint Johnsbury, VT

UnscoredModerate · 20
$13,500149,638 mi

Comparison: 20 similar vehicles

Saint Johnsbury, VT

2015 Honda Pilot EX-L

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

2015 Honda Pilot EX-L

Saint Johnsbury, VT

Fair PriceModerate · 30
$13,900113,483 mi

Market: $4,900 – $16,990

Comparison: 30 similar vehicles

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

Saint Johnsbury, VT

2021 Chevrolet Trax LT

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

2021 Chevrolet Trax LT

Newport, VT

Salvage title
$13,98840,413 mi

Newport, VT

2019 Kia Sportage EX

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

2019 Kia Sportage EX

Newport, VT

UnscoredLimited · 7
$13,98898,758 mi

Comparison: 7 similar vehicles

Newport, VT

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 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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