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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

2,995 listings found

2014 Ford Flex SEL

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

2014 Ford Flex SEL

Warren, ME

UnscoredInsufficient · 0
$1,500Mileage not verified

Warren, ME

2013 GMC Terrain SLE-1

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

2013 GMC Terrain SLE-1

Belfast, ME

UnscoredInsufficient · 0
$3,480108,859 mi

Belfast, ME

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Belfast, ME

UnscoredInsufficient · 0
$3,990209,908 mi

Belfast, ME

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Belfast, ME

UnscoredLimited · 6
$4,288197,029 mi

Comparison: 6 similar vehicles

Belfast, ME

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Belfast, ME

UnscoredLimited · 10
$4,645151,966 mi

Comparison: 10 similar vehicles

Belfast, ME

2011 Chevrolet Equinox LTZ

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

2011 Chevrolet Equinox LTZ

Bangor, ME

UnscoredInsufficient · 0
$4,950148,215 mi

Bangor, ME

2016 Chevrolet Equinox LS

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

2016 Chevrolet Equinox LS

Belfast, ME

UnscoredInsufficient · 3
$4,990110,385 mi

Comparison: 3 similar vehicles

Belfast, ME

2017 Nissan Rogue S

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

2017 Nissan Rogue S

Ellsworth, ME

UnscoredModerate · 40
$4,995176,000 mi

Comparison: 40 similar vehicles

Ellsworth, ME

2012 Lincoln MKT EcoBoost

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

2012 Lincoln MKT EcoBoost

Waterville, ME

UnscoredInsufficient · 0
$5,900115,050 mi

Waterville, ME

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Rockland, ME

UnscoredInsufficient · 0
$5,95052,583 mi

Rockland, ME

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Columbia Falls, ME

UnscoredLimited · 17
$5,990161,200 mi

Comparison: 17 similar vehicles

Columbia Falls, ME

2017 GMC Terrain SLE-1

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

2017 GMC Terrain SLE-1

Belfast, ME

UnscoredInsufficient · 0
$6,49057,759 mi

Belfast, ME

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Oakland, ME

UnscoredModerate · 45
$6,500164,910 mi

Comparison: 45 similar vehicles

Oakland, ME

2012 Cadillac SRX Luxury Collection

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

2012 Cadillac SRX Luxury Collection

Kenduskeag, ME

UnscoredInsufficient · 0
$6,995197,734 mi

Kenduskeag, ME

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Rockland, ME

UnscoredLimited · 6
$7,45075,488 mi

Comparison: 6 similar vehicles

Rockland, ME

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Rockland, ME

UnscoredInsufficient · 0
$7,550114,036 mi

Rockland, ME

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Cornville, ME

UnscoredModerate · 48
$7,900148,400 mi

Comparison: 48 similar vehicles

Cornville, ME

2018 Subaru Crosstrek Premium

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

2018 Subaru Crosstrek Premium

Belfast, ME

UnscoredModerate · 35
$7,930142,060 mi

Comparison: 35 similar vehicles

Belfast, ME

2016 Jeep Renegade Trailhawk

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

2016 Jeep Renegade Trailhawk

Rockland, ME

UnscoredLimited · 7
$7,950136,141 mi

Comparison: 7 similar vehicles

Rockland, ME

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Pittsfield, ME

UnscoredModerate · 35
$7,988139,207 mi

Comparison: 35 similar vehicles

Pittsfield, ME

2019 Chevrolet Trax LS

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

2019 Chevrolet Trax LS

Ellsworth, ME

UnscoredInsufficient · 3
$7,989131,244 mi

Comparison: 3 similar vehicles

Ellsworth, ME

2014 Chevrolet Captiva Sport LTZ

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

2014 Chevrolet Captiva Sport LTZ

Hampden, ME

UnscoredInsufficient · 0
$7,99596,119 mi

Hampden, ME

2013 Land Rover Range Rover Evoque Pure

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

2013 Land Rover Range Rover Evoque Pure

Brewer, ME

UnscoredInsufficient · 0
$8,299108,214 mi

Brewer, ME

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Oakland, ME

OverpricedModerate · 24
$8,450131,234 mi

Market: $5,900 – $7,995

Comparison: 24 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Oakland, ME

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Rockland, ME

Fair PriceModerate · 41
$8,95083,300 mi

Market: $7,494 – $15,997

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Rockland, ME

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Oakland, ME

UnscoredLimited · 14
$8,995121,821 mi

Comparison: 14 similar vehicles

Oakland, ME

2017 Mitsubishi Outlander Sport ES

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

2017 Mitsubishi Outlander Sport ES

Hampden, ME

UnscoredLimited · 6
$8,995132,379 mi

Comparison: 6 similar vehicles

Hampden, ME

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Waterville, ME

UnscoredRobust · 64
$8,999165,591 mi

Comparison: 64 similar vehicles

Waterville, ME

2018 Subaru Forester Premium

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

2018 Subaru Forester Premium

Waterville, ME

UnscoredLimited · 14
$9,300122,575 mi

Comparison: 14 similar vehicles

Waterville, ME

2011 Jeep Wrangler Sport

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

2011 Jeep Wrangler Sport

Oakland, ME

UnscoredInsufficient · 4
$9,700111,706 mi

Comparison: 4 similar vehicles

Oakland, ME

2020 Mitsubishi Outlander SE

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

2020 Mitsubishi Outlander SE

Oakland, ME

UnscoredInsufficient · 0
$9,800101,303 mi

Oakland, ME

2017 Subaru Crosstrek Premium

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

2017 Subaru Crosstrek Premium

Bangor, ME

UnscoredLimited · 8
$9,955135,587 mi

Comparison: 8 similar vehicles

Bangor, ME

2019 Jeep Compass Sport

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

2019 Jeep Compass Sport

Columbia Falls, ME

UnscoredInsufficient · 0
$9,99080,200 mi

Columbia Falls, ME

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Winslow, ME

UnscoredLimited · 18
$9,995156,149 mi

Comparison: 18 similar vehicles

Winslow, ME

2014 GMC Terrain SLE-2

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

2014 GMC Terrain SLE-2

Oakland, ME

UnscoredInsufficient · 4
$9,99593,317 mi

Comparison: 4 similar vehicles

Oakland, ME

2015 Toyota RAV4 Limited

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

2015 Toyota RAV4 Limited

Ellsworth, ME

UnscoredModerate · 36
$9,998Mileage not verified

Comparison: 36 similar vehicles

Ellsworth, ME

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Waterville, ME

UnscoredLimited · 16
$9,999129,030 mi

Comparison: 16 similar vehicles

Waterville, ME

2014 Subaru Forester i

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

2014 Subaru Forester i

Lincoln, ME

UnscoredInsufficient · 0
$9,99975,287 mi

Lincoln, ME

2017 Hyundai Santa Fe Sport 2.0T Ultimate

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

2017 Hyundai Santa Fe Sport 2.0T Ultimate

Oakland, ME

UnscoredLimited · 11
$10,195127,486 mi

Comparison: 11 similar vehicles

Oakland, ME

2019 Ford Flex Limited

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

2019 Ford Flex Limited

Rockland, ME

UnscoredLimited · 11
$10,450127,662 mi

Comparison: 11 similar vehicles

Rockland, ME

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Ellsworth, ME

UnscoredInsufficient · 3
$10,485227,479 mi

Comparison: 3 similar vehicles

Ellsworth, ME

2018 GMC Terrain SLE

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

2018 GMC Terrain SLE

Oakland, ME

Fair PriceModerate · 21
$10,900113,000 mi

Market: $10,238 – $15,420

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Oakland, ME

2016 GMC Terrain SLT

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

2016 GMC Terrain SLT

Skowhegan, ME

UnscoredInsufficient · 0
$10,90078,242 mi

Skowhegan, ME

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Bangor, ME

Fair PriceModerate · 48
$10,966115,026 mi

Market: $3,094 – $17,593

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Bangor, ME

2009 Toyota RAV4 Base

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

2009 Toyota RAV4 Base

Pittsfield, ME

UnscoredLimited · 6
$10,988126,012 mi

Comparison: 6 similar vehicles

Pittsfield, ME

2015 Jeep Grand Cherokee Overland

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

2015 Jeep Grand Cherokee Overland

Lincoln, ME

UnscoredInsufficient · 0
$10,999144,724 mi

Lincoln, ME

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Waterville, ME

UnscoredModerate · 27
$10,999121,980 mi

Comparison: 27 similar vehicles

Waterville, ME

2018 Subaru Crosstrek Premium

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

2018 Subaru Crosstrek Premium

Belfast, ME

Fair PriceModerate · 35
$11,490100,955 mi

Market: $7,930 – $19,995

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Belfast, ME

2020 Kia Sportage LX

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

2020 Kia Sportage LX

Oakland, ME

UnscoredInsufficient · 3
$11,500121,821 mi

Comparison: 3 similar vehicles

Oakland, ME

2020 Buick Enclave Essence

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

2020 Buick Enclave Essence

Rockland, ME

UnscoredLimited · 9
$11,550124,709 mi

Comparison: 9 similar vehicles

Rockland, ME

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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