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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 11, 2026

7.3M+

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

437 listings found

2013 Kia Soul Base

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

2013 Kia Soul Base

Ayer, MA

Fair PriceModerate · 33
$6,39988,521 mi

Market: $2,999 – $12,390

Comparison: 33 similar vehicles

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

Ayer, MA

2015 Ford C-Max SE

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

2015 Ford C-Max SE

Ayer, MA

Unscored
$6,799128,496 mi

Comparison: 8 similar vehicles

Ayer, MA

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Ayer, MA

UnscoredInsufficient · 3
$5,899121,547 mi

Comparison: 3 similar vehicles

Ayer, MA

2013 Volkswagen GTI

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

2013 Volkswagen GTI

Ayer, MA

UnscoredInsufficient · 0
$7,399175,676 mi

Ayer, MA

2013 Volkswagen Passat Wolfsbug Edition

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

2013 Volkswagen Passat Wolfsbug Edition

Ayer, MA

UnscoredInsufficient · 0
$7,59993,496 mi

Ayer, MA

2017 Ford Focus SE

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

2017 Ford Focus SE

Ayer, MA

Unscored
$7,89983,929 mi

Comparison: 5 similar vehicles

Ayer, MA

2017 Ford Fiesta Titanium

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

2017 Ford Fiesta Titanium

Ayer, MA

UnscoredInsufficient · 0
$7,99991,393 mi

Ayer, MA

2012 Volkswagen CC Sport

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

2012 Volkswagen CC Sport

Ayer, MA

Unscored
$7,99990,377 mi

Comparison: 5 similar vehicles

Ayer, MA

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Ayer, MA

Fair PriceLimited · 11
$8,94476,305 mi

Market: $3,995 – $12,849

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Ayer, MA

2017 Kia Sportage LX

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

2017 Kia Sportage LX

Ayer, MA

Unscored
$9,299126,419 mi

Comparison: 13 similar vehicles

Ayer, MA

2017 Chrysler Pacifica Touring-L Plus

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

2017 Chrysler Pacifica Touring-L Plus

Ayer, MA

Unscored
$9,399145,744 mi

Comparison: 37 similar vehicles

Ayer, MA

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

Ayer, MA

UnscoredInsufficient · 3
$9,499107,271 mi

Comparison: 3 similar vehicles

Ayer, MA

2017 Ford Fiesta SE

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

2017 Ford Fiesta SE

Ayer, MA

Fair PriceLimited · 17
$9,89971,658 mi

Market: $4,995 – $9,950

Comparison: 17 similar vehicles

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

Ayer, MA

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Ayer, MA

UnscoredInsufficient · 3
$9,89981,516 mi

Comparison: 3 similar vehicles

Ayer, MA

2013 Volvo XC60 T6

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

2013 Volvo XC60 T6

Ayer, MA

Unscored
$9,940111,071 mi

Comparison: 6 similar vehicles

Ayer, MA

2014 Mazda MAZDA6 i Sport

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

2014 Mazda MAZDA6 i Sport

Ayer, MA

Fair PriceLimited · 13
$9,999109,888 mi

Market: $5,388 – $11,540

Comparison: 13 similar vehicles

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

Ayer, MA

2019 Mitsubishi Eclipse Cross LE

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

2019 Mitsubishi Eclipse Cross LE

Ayer, MA

Unscored
$9,499118,166 mi

Comparison: 9 similar vehicles

Ayer, MA

2015 Lincoln MKX Base

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

2015 Lincoln MKX Base

Ayer, MA

Fair PriceLimited · 10
$10,854113,629 mi

Market: $6,490 – $13,610

Comparison: 10 similar vehicles

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

Ayer, MA

2016 BMW X1 28i

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

2016 BMW X1 28i

Ayer, MA

UnscoredInsufficient · 4
$10,999104,980 mi

Comparison: 4 similar vehicles

Ayer, MA

2012 Mazda CX-9 Grand Touring

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

2012 Mazda CX-9 Grand Touring

Ayer, MA

UnscoredInsufficient · 3
$10,99970,217 mi

Comparison: 3 similar vehicles

Ayer, MA

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Ayer, MA

Fair PriceLimited · 10
$11,49781,989 mi

Market: $6,495 – $12,777

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Ayer, MA

2019 Volkswagen Tiguan SE

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

2019 Volkswagen Tiguan SE

Ayer, MA

Fair PriceRobust · 53
$11,899107,835 mi

Market: $8,900 – $16,113

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Ayer, MA

2014 Mazda MAZDA6 i Touring

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

2014 Mazda MAZDA6 i Touring

Ayer, MA

UnscoredInsufficient · 4
$11,89990,297 mi

Comparison: 4 similar vehicles

Ayer, MA

2020 Hyundai Kona Limited

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

2020 Hyundai Kona Limited

Ayer, MA

Unscored
$11,999129,375 mi

Comparison: 7 similar vehicles

Ayer, MA

2018 Volkswagen Tiguan S

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

2018 Volkswagen Tiguan S

Ayer, MA

UnscoredInsufficient · 3
$11,99990,800 mi

Comparison: 3 similar vehicles

Ayer, MA

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Ayer, MA

Fair PriceLimited · 11
$12,49748,804 mi

Market: $11,995 – $16,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 138 days listed (based on current market benchmarks)

Ayer, MA

2012 RAM 1500 Pickup SLT

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

2012 RAM 1500 Pickup SLT

Ayer, MA

UnscoredInsufficient · 4
$12,499114,404 mi

Comparison: 4 similar vehicles

Ayer, MA

2019 Hyundai Kona SE

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

2019 Hyundai Kona SE

Ayer, MA

Fair PriceModerate · 40
$11,49999,737 mi

Market: $8,888 – $16,173

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Ayer, MA

2018 Hyundai Tucson SEL

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

2018 Hyundai Tucson SEL

Ayer, MA

Unscored
$12,99988,288 mi

Comparison: 7 similar vehicles

Ayer, MA

2021 Mitsubishi Mirage LE

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

2021 Mitsubishi Mirage LE

Ayer, MA

UnscoredInsufficient · 0
$13,69924,711 mi

Ayer, MA

2017 BMW 5 Series 530i

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

2017 BMW 5 Series 530i

Ayer, MA

Unscored
$13,799137,775 mi

Comparison: 54 similar vehicles

Ayer, MA

2017 Lincoln MKZ Reserve

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

2017 Lincoln MKZ Reserve

Ayer, MA

UnscoredInsufficient · 0
$13,99746,706 mi

Ayer, MA

2014 BMW X5 xDrive35i

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

2014 BMW X5 xDrive35i

Ayer, MA

UnscoredInsufficient · 4
$14,387103,633 mi

Comparison: 4 similar vehicles

Ayer, MA

2019 Nissan Altima Platinum

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

2019 Nissan Altima Platinum

Ayer, MA

Fair PriceLimited · 11
$15,095110,863 mi

Market: $13,290 – $17,786

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Ayer, MA

2021 Volkswagen Tiguan SE R-LINE BLACK

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

2021 Volkswagen Tiguan SE R-LINE BLACK

Ayer, MA

Unscored
$15,399103,831 mi

Comparison: 7 similar vehicles

Ayer, MA

2015 Mazda MAZDA3 i Touring

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

2015 Mazda MAZDA3 i Touring

Ayer, MA

UnscoredInsufficient · 0
$15,49943,920 mi

Ayer, MA

2015 Land Rover Range Rover Supercharged

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

2015 Land Rover Range Rover Supercharged

Ayer, MA

UnscoredInsufficient · 3
$15,499127,494 mi

Comparison: 3 similar vehicles

Ayer, MA

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Ayer, MA

Fair PriceModerate · 44
$15,69998,620 mi

Market: $9,995 – $19,295

Comparison: 44 similar vehicles

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

Ayer, MA

2023 Hyundai Elantra SEL

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

2023 Hyundai Elantra SEL

Ayer, MA

Fair PriceLimited · 11
$15,79996,025 mi

Market: $13,372 – $17,988

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Ayer, MA

2019 GMC Acadia Denali

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

2019 GMC Acadia Denali

Ayer, MA

Fair PriceLimited · 12
$16,399105,172 mi

Market: $14,450 – $20,590

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 291 days listed (based on current market benchmarks)

Ayer, MA

2018 Chevrolet Traverse LS

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

2018 Chevrolet Traverse LS

Ayer, MA

UnscoredInsufficient · 4
$16,39971,239 mi

Comparison: 4 similar vehicles

Ayer, MA

2016 BMW 7 Series 750i

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

2016 BMW 7 Series 750i

Ayer, MA

Unscored
$16,599123,177 mi

Comparison: 23 similar vehicles

Ayer, MA

2021 Kia K5 EX

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

2021 Kia K5 EX

Ayer, MA

Unscored
$16,70882,405 mi

Comparison: 5 similar vehicles

Ayer, MA

2016 Mazda MAZDA3 s Grand Touring

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

2016 Mazda MAZDA3 s Grand Touring

Ayer, MA

UnscoredInsufficient · 0
$16,79994,975 mi

Ayer, MA

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Ayer, MA

Unscored
$16,99959,189 mi

Comparison: 7 similar vehicles

Ayer, MA

2019 BMW X3 30i

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

2019 BMW X3 30i

Ayer, MA

Fair PriceRobust · 55
$16,99981,665 mi

Market: $13,789 – $20,495

Comparison: 55 similar vehicles

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

Ayer, MA

2018 BMW X5

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

2018 BMW X5

Ayer, MA

UnscoredInsufficient · 0
$16,999120,803 mi

Ayer, MA

2019 RAM ProMaster Cargo Van Base

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

2019 RAM ProMaster Cargo Van Base

Ayer, MA

Fair PriceLimited · 10
$17,49739,503 mi

Market: $17,700 – $33,500

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 85 days listed (based on current market benchmarks)

Ayer, MA

2017 Chevrolet Silverado 1500 Custom

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

2017 Chevrolet Silverado 1500 Custom

Ayer, MA

Unscored
$17,499128,903 mi

Comparison: 9 similar vehicles

Ayer, MA

2019 Volkswagen Tiguan SE

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

2019 Volkswagen Tiguan SE

Ayer, MA

UnscoredInsufficient · 0
$17,89935,433 mi

Ayer, MA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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