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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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

266 listings found

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Bangor, ME

UnscoredInsufficient · 0
$2,550166,398 mi

Bangor, ME

2005 Honda Accord EX

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

2005 Honda Accord EX

Jefferson, ME

UnscoredInsufficient · 0
$3,500195,323 mi

Jefferson, ME

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Rockland, ME

UnscoredInsufficient · 4
$4,45074,623 mi

Comparison: 4 similar vehicles

Rockland, ME

2007 Acura TL Base

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

2007 Acura TL Base

Orrington, ME

UnscoredInsufficient · 0
$4,500157,479 mi

Orrington, ME

2018 Kia FORTE LX

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

2018 Kia FORTE LX

Bangor, ME

UnscoredInsufficient · 0
$4,950143,270 mi

Bangor, ME

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Rockland, ME

UnscoredLimited · 10
$4,950159,263 mi

Comparison: 10 similar vehicles

Rockland, ME

2015 Ford Taurus Limited

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

2015 Ford Taurus Limited

Bangor, ME

UnscoredInsufficient · 0
$4,955128,687 mi

Bangor, ME

2017 Subaru Legacy Premium

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

2017 Subaru Legacy Premium

Jefferson, ME

UnscoredLimited · 13
$5,400233,900 mi

Comparison: 13 similar vehicles

Jefferson, ME

2014 Kia Forte LX

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

2014 Kia Forte LX

Windsor, ME

UnscoredInsufficient · 0
$5,99558,026 mi

Windsor, ME

2013 Chevrolet Impala 2FL

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

2013 Chevrolet Impala 2FL

Waldoboro, ME

UnscoredInsufficient · 4
$6,99986,680 mi

Comparison: 4 similar vehicles

Waldoboro, ME

2017 Subaru Impreza Sport

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

2017 Subaru Impreza Sport

Belfast, ME

UnscoredLimited · 5
$7,301144,267 mi

Comparison: 5 similar vehicles

Belfast, ME

2021 Chevrolet Malibu 1LT

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

2021 Chevrolet Malibu 1LT

Waldoboro, ME

UnscoredLimited · 5
$7,499160,654 mi

Comparison: 5 similar vehicles

Waldoboro, ME

2017 Kia Forte LX

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

2017 Kia Forte LX

Ellsworth, ME

UnscoredLimited · 6
$8,25087,110 mi

Comparison: 6 similar vehicles

Ellsworth, ME

2009 Dodge Charger SXT

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

2009 Dodge Charger SXT

Ellsworth, ME

UnscoredInsufficient · 0
$8,395155,060 mi

Ellsworth, ME

2017 Ford Taurus SEL

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

2017 Ford Taurus SEL

Waldoboro, ME

UnscoredInsufficient · 0
$8,500148,600 mi

Waldoboro, ME

2014 Lincoln MKZ Hybrid

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

2014 Lincoln MKZ Hybrid

Waldoboro, ME

UnscoredInsufficient · 0
$8,500132,000 mi

Waldoboro, ME

2019 Kia FORTE LXS

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

2019 Kia FORTE LXS

Rockland, ME

Fair PriceModerate · 37
$8,95065,573 mi

Market: $7,995 – $12,995

Comparison: 37 similar vehicles

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

Rockland, ME

2015 Subaru Impreza Premium

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

2015 Subaru Impreza Premium

Kenduskeag, ME

UnscoredModerate · 25
$8,995136,241 mi

Comparison: 25 similar vehicles

Kenduskeag, ME

2014 Chevrolet Impala 1LT

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

2014 Chevrolet Impala 1LT

Warren, ME

UnscoredInsufficient · 0
$8,999126,417 mi

Warren, ME

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Brewer, ME

UnscoredInsufficient · 0
$8,999106,344 mi

Brewer, ME

2020 Volkswagen Jetta SE

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

2020 Volkswagen Jetta SE

Bangor, ME

UnscoredLimited · 7
$9,554107,521 mi

Comparison: 7 similar vehicles

Bangor, ME

2013 Honda Accord Sport

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

2013 Honda Accord Sport

Orrington, ME

UnscoredLimited · 6
$9,999155,526 mi

Comparison: 6 similar vehicles

Orrington, ME

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Newcastle, ME

UnscoredInsufficient · 3
$10,10092,258 mi

Comparison: 3 similar vehicles

Newcastle, ME

2014 Acura TL Technology Package

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

2014 Acura TL Technology Package

Bangor, ME

UnscoredInsufficient · 0
$10,450120,867 mi

Bangor, ME

2021 Chevrolet Malibu 1LS

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

2021 Chevrolet Malibu 1LS

Ellsworth, ME

UnscoredLimited · 9
$10,50083,280 mi

Comparison: 9 similar vehicles

Ellsworth, ME

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Waldoboro, ME

Fair PriceModerate · 22
$10,85073,593 mi

Market: $5,599 – $12,349

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Waldoboro, ME

2010 Lexus LS Base

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

2010 Lexus LS Base

Union, ME

UnscoredInsufficient · 0
$10,895124,275 mi

Union, ME

2017 Subaru WRX Premium

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

2017 Subaru WRX Premium

Waldoboro, ME

UnscoredLimited · 11
$10,899132,682 mi

Comparison: 11 similar vehicles

Waldoboro, ME

2016 Chevrolet Cruze LS

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

2016 Chevrolet Cruze LS

Rockland, ME

UnscoredInsufficient · 3
$10,99076,211 mi

Comparison: 3 similar vehicles

Rockland, ME

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Ellsworth, ME

UnscoredLimited · 8
$10,995141,330 mi

Comparison: 8 similar vehicles

Ellsworth, ME

2019 INFINITI Q50 I-LINE RED SPORT

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

2019 INFINITI Q50 I-LINE RED SPORT

Hermon, ME

UnscoredInsufficient · 0
$10,995102,178 mi

Hermon, ME

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Bangor, ME

UnscoredInsufficient · 3
$11,366118,227 mi

Comparison: 3 similar vehicles

Bangor, ME

2019 Toyota Camry SE

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

2019 Toyota Camry SE

Thomaston, ME

UnscoredModerate · 27
$11,600143,234 mi

Comparison: 27 similar vehicles

Thomaston, ME

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

Waldoboro, ME

UnscoredInsufficient · 3
$12,90090,000 mi

Comparison: 3 similar vehicles

Waldoboro, ME

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Bangor, ME

UnscoredModerate · 24
$12,965122,354 mi

Comparison: 24 similar vehicles

Bangor, ME

2022 Subaru Legacy Sport

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

2022 Subaru Legacy Sport

Whitefield, ME

UnscoredInsufficient · 0
$12,995169,739 mi

Whitefield, ME

2017 Volkswagen Passat SE

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

2017 Volkswagen Passat SE

Orrington, ME

UnscoredInsufficient · 4
$12,99977,513 mi

Comparison: 4 similar vehicles

Orrington, ME

2022 Kia FORTE LXS

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

2022 Kia FORTE LXS

Newcastle, ME

UnscoredLimited · 7
$14,20463,883 mi

Comparison: 7 similar vehicles

Newcastle, ME

2021 Nissan Versa Sedan SV

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

2021 Nissan Versa Sedan SV

Bangor, ME

UnscoredInsufficient · 3
$14,96572,581 mi

Comparison: 3 similar vehicles

Bangor, ME

2020 Hyundai Elantra Value Edition

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

2020 Hyundai Elantra Value Edition

Bangor, ME

UnscoredInsufficient · 0
$14,98846,501 mi

Bangor, ME

2012 Honda Accord LX

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

2012 Honda Accord LX

Belfast, ME

UnscoredInsufficient · 0
$15,05756,817 mi

Belfast, ME

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

Waldoboro, ME

Fair PriceModerate · 23
$15,74975,195 mi

Market: $12,684 – $19,797

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Waldoboro, ME

2021 Honda Accord LX

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

2021 Honda Accord LX

Thomaston, ME

UnscoredLimited · 17
$15,775112,469 mi

Comparison: 17 similar vehicles

Thomaston, ME

2024 Mitsubishi Mirage G4 ES

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

2024 Mitsubishi Mirage G4 ES

Bangor, ME

UnscoredInsufficient · 0
$15,99918,147 mi

Bangor, ME

2018 Kia Cadenza Technology

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

2018 Kia Cadenza Technology

Belfast, ME

UnscoredInsufficient · 0
$16,49086,230 mi

Belfast, ME

2018 Hyundai Elantra Value Edition

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

2018 Hyundai Elantra Value Edition

Ellsworth, ME

UnscoredInsufficient · 3
$16,64482,984 mi

Comparison: 3 similar vehicles

Ellsworth, ME

2025 Volkswagen Jetta Sport

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

2025 Volkswagen Jetta Sport

Thomaston, ME

UnscoredLimited · 5
$16,69923,739 mi

Comparison: 5 similar vehicles

Thomaston, ME

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Newcastle, ME

UnscoredModerate · 38
$16,70452,757 mi

Comparison: 38 similar vehicles

Newcastle, ME

2023 Kia Forte GT-Line

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

2023 Kia Forte GT-Line

Newcastle, ME

Great DealLimited · 11
$16,89548,830 mi

Market: $17,999 – $20,289

Comparison: 11 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 74 days listed (based on current market benchmarks)

Newcastle, ME

2021 Honda Civic LX

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

2021 Honda Civic LX

Orrington, ME

UnscoredLimited · 7
$16,99982,699 mi

Comparison: 7 similar vehicles

Orrington, ME

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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