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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

200 listings found

2018 Subaru Impreza Base

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

2018 Subaru Impreza Base

Arlington, MA

Unscored
$8,200146,732 mi

Comparison: 41 similar vehicles

Arlington, MA

2011 Honda Accord EX-L

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

2011 Honda Accord EX-L

Arlington, MA

UnscoredInsufficient · 3
$9,195134,260 mi

Comparison: 3 similar vehicles

Arlington, MA

2013 Toyota Prius c Two

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

2013 Toyota Prius c Two

Arlington, MA

UnscoredInsufficient · 4
$9,39590,260 mi

Comparison: 4 similar vehicles

Arlington, MA

2012 Acura MDX Base

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

2012 Acura MDX Base

Arlington, MA

Unscored
$9,500126,000 mi

Comparison: 8 similar vehicles

Arlington, MA

2017 Chevrolet Trax LS

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

2017 Chevrolet Trax LS

Arlington, MA

Unscored
$10,59590,860 mi

Comparison: 7 similar vehicles

Arlington, MA

2012 Chevrolet Impala LTZ

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

2012 Chevrolet Impala LTZ

Arlington, MA

UnscoredInsufficient · 0
$11,59534,692 mi

Arlington, MA

2015 Subaru Forester i

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

2015 Subaru Forester i

Arlington, MA

OverpricedModerate · 28
$12,40069,897 mi

Market: $6,672 – $12,189

Comparison: 28 similar vehicles

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

Arlington, MA

2010 Ford Mustang V6 Premium

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

2010 Ford Mustang V6 Premium

Arlington, MA

UnscoredInsufficient · 3
$12,45079,470 mi

Comparison: 3 similar vehicles

Arlington, MA

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Arlington, MA

Fair PriceModerate · 46
$12,95096,770 mi

Market: $5,995 – $20,099

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Arlington, MA

2020 Kia FORTE LXS

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

2020 Kia FORTE LXS

Arlington, MA

Great DealLimited · 13
$13,41348,713 mi

Market: $13,985 – $16,998

Comparison: 13 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 82 days listed (based on current market benchmarks)

Arlington, MA

2016 Toyota Highlander LE Plus

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

2016 Toyota Highlander LE Plus

Arlington, MA

Unscored
$13,450161,250 mi

Comparison: 13 similar vehicles

Arlington, MA

2015 INFINITI QX80 Base

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

2015 INFINITI QX80 Base

Arlington, MA

Unscored
$13,450126,940 mi

Comparison: 6 similar vehicles

Arlington, MA

2018 Honda Accord LX

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

2018 Honda Accord LX

Arlington, MA

Unscored
$13,495146,100 mi

Comparison: 37 similar vehicles

Arlington, MA

2015 Honda Fit EX

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

2015 Honda Fit EX

Arlington, MA

Unscored
$13,55380,747 mi

Comparison: 5 similar vehicles

Arlington, MA

2015 Toyota Sienna LE

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

2015 Toyota Sienna LE

Arlington, MA

Unscored
$13,795132,860 mi

Comparison: 7 similar vehicles

Arlington, MA

2017 Volkswagen Golf Alltrack SE

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

2017 Volkswagen Golf Alltrack SE

Arlington, MA

Fair PriceLimited · 19
$13,99585,680 mi

Market: $8,495 – $18,998

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Arlington, MA

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Arlington, MA

Fair PriceModerate · 43
$14,335115,379 mi

Market: $10,995 – $19,977

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Arlington, MA

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Arlington, MA

Fair PriceLimited · 12
$14,495118,450 mi

Market: $10,995 – $15,331

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Arlington, MA

2014 Mercedes-Benz CLS-Class CLS550

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

2014 Mercedes-Benz CLS-Class CLS550

Arlington, MA

Unscored
$14,495122,250 mi

Comparison: 12 similar vehicles

Arlington, MA

2016 Audi A3 Cabriolet Premium

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

2016 Audi A3 Cabriolet Premium

Arlington, MA

UnscoredInsufficient · 3
$14,59583,395 mi

Comparison: 3 similar vehicles

Arlington, MA

2010 Honda Ridgeline RTL

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

2010 Honda Ridgeline RTL

Arlington, MA

UnscoredInsufficient · 3
$14,99577,150 mi

Comparison: 3 similar vehicles

Arlington, MA

2021 Chevrolet Trailblazer RS

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

2021 Chevrolet Trailblazer RS

Arlington, MA

Unscored
$15,24299,485 mi

Comparison: 38 similar vehicles

Arlington, MA

2021 Chrysler Pacifica Hybrid Touring L

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

2021 Chrysler Pacifica Hybrid Touring L

Arlington, MA

Unscored
$15,450113,200 mi

Comparison: 6 similar vehicles

Arlington, MA

2017 Hyundai Tucson Night

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

2017 Hyundai Tucson Night

Arlington, MA

UnscoredInsufficient · 3
$15,59065,967 mi

Comparison: 3 similar vehicles

Arlington, MA

2010 Toyota 4Runner SR5

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

2010 Toyota 4Runner SR5

Arlington, MA

UnscoredInsufficient · 4
$15,995141,820 mi

Comparison: 4 similar vehicles

Arlington, MA

2019 Honda Pilot EX-L

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

2019 Honda Pilot EX-L

Arlington, MA

Unscored
$16,295148,040 mi

Comparison: 44 similar vehicles

Arlington, MA

2021 Volkswagen Tiguan SE

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

2021 Volkswagen Tiguan SE

Arlington, MA

Unscored
$16,35059,950 mi

Comparison: 7 similar vehicles

Arlington, MA

2021 Jeep Cherokee Latitude Lux

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

2021 Jeep Cherokee Latitude Lux

Arlington, MA

Fair PriceModerate · 25
$16,94670,818 mi

Market: $11,397 – $20,160

Comparison: 25 similar vehicles

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

Arlington, MA

2023 Subaru Forester Base

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

2023 Subaru Forester Base

Arlington, MA

Great DealLimited · 16
$17,200105,459 mi

Market: $18,985 – $29,170

Comparison: 16 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 22 days listed (based on current market benchmarks)

Arlington, MA

2017 Toyota Sienna XLE

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

2017 Toyota Sienna XLE

Arlington, MA

Unscored
$17,995128,100 mi

Comparison: 18 similar vehicles

Arlington, MA

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Arlington, MA

UnscoredInsufficient · 0
$17,99563,000 mi

Arlington, MA

2019 Acura MDX Base

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

2019 Acura MDX Base

Arlington, MA

Unscored
$18,400109,755 mi

Comparison: 5 similar vehicles

Arlington, MA

2015 Lexus NX 200t

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

2015 Lexus NX 200t

Arlington, MA

Fair PriceRobust · 101
$18,49592,500 mi

Market: $13,000 – $19,997

Comparison: 101 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Arlington, MA

2019 Toyota Highlander SE

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

2019 Toyota Highlander SE

Arlington, MA

Unscored
$18,595160,140 mi

Comparison: 9 similar vehicles

Arlington, MA

2019 Chevrolet Tahoe LT

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

2019 Chevrolet Tahoe LT

Arlington, MA

Unscored
$18,995131,200 mi

Comparison: 37 similar vehicles

Arlington, MA

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

Arlington, MA

Fair PriceRobust · 54
$19,19025,200 mi

Market: $17,670 – $21,465

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Arlington, MA

2019 Honda Accord EX-L

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

2019 Honda Accord EX-L

Arlington, MA

Unscored
$19,51691,523 mi

Comparison: 7 similar vehicles

Arlington, MA

2021 Nissan Altima SV

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

2021 Nissan Altima SV

Arlington, MA

UnscoredInsufficient · 4
$19,59541,041 mi

Comparison: 4 similar vehicles

Arlington, MA

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Arlington, MA

UnscoredInsufficient · 0
$20,28365,917 mi

Arlington, MA

2019 Chevrolet Tahoe LT

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

2019 Chevrolet Tahoe LT

Arlington, MA

Unscored
$20,585127,224 mi

Comparison: 36 similar vehicles

Arlington, MA

2024 Hyundai Elantra SEL

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

2024 Hyundai Elantra SEL

Arlington, MA

Fair PriceModerate · 41
$20,59528,434 mi

Market: $18,648 – $23,977

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Arlington, MA

2023 Honda HR-V LX

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

2023 Honda HR-V LX

Arlington, MA

Fair PriceLimited · 14
$20,59593,306 mi

Market: $19,949 – $22,495

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Arlington, MA

2023 Hyundai Kona EV SEL

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

2023 Hyundai Kona EV SEL

Arlington, MA

Unscored
$20,88622,553 mi

Comparison: 8 similar vehicles

Arlington, MA

2020 Buick Enclave Essence

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

2020 Buick Enclave Essence

Arlington, MA

UnscoredInsufficient · 0
$21,25249,905 mi

Arlington, MA

2023 Chevrolet Bolt EUV LT

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

2023 Chevrolet Bolt EUV LT

Arlington, MA

Unscored
$21,52432,083 mi

Comparison: 6 similar vehicles

Arlington, MA

2025 Hyundai Elantra SE

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

2025 Hyundai Elantra SE

Arlington, MA

Fair PriceModerate · 23
$21,5905,657 mi

Market: $21,417 – $23,520

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Arlington, MA

2017 Acura MDX Technology Package

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

2017 Acura MDX Technology Package

Arlington, MA

UnscoredInsufficient · 0
$21,90054,327 mi

Arlington, MA

2021 Mercedes-Benz GLB Base

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

2021 Mercedes-Benz GLB Base

Arlington, MA

Unscored
$22,01961,109 mi

Comparison: 5 similar vehicles

Arlington, MA

2024 Hyundai Tucson SE

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

2024 Hyundai Tucson SE

Arlington, MA

Fair PriceLimited · 16
$22,09523,445 mi

Market: $21,998 – $27,459

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Arlington, MA

2019 Toyota RAV4 XLE Premium

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

2019 Toyota RAV4 XLE Premium

Arlington, MA

Fair PriceLimited · 12
$22,828106,157 mi

Market: $22,684 – $27,520

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Arlington, MA

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.
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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