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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 4, 2026

6.8M+

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

344 listings found

2016 Ford Escape SE

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

2016 Ford Escape SE

Greenfield, MA

Unscored
$8,694124,419 mi

Comparison: 5 similar vehicles

Greenfield, MA

2012 Toyota Yaris LE

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

2012 Toyota Yaris LE

Greenfield, MA

UnscoredInsufficient · 3
$9,99579,092 mi

Comparison: 3 similar vehicles

Greenfield, MA

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Greenfield, MA

Fair PriceRobust · 122
$10,69489,082 mi

Market: $2,500 – $16,495

Comparison: 122 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Greenfield, MA

2004 Volvo S60 R

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

2004 Volvo S60 R

Greenfield, MA

UnscoredInsufficient · 0
$10,995108,919 mi

Greenfield, MA

2019 Hyundai Tucson SE

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

2019 Hyundai Tucson SE

Greenfield, MA

UnscoredInsufficient · 4
$11,694110,995 mi

Comparison: 4 similar vehicles

Greenfield, MA

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

Greenfield, MA

Unscored
$13,625Mileage not verified

Comparison: 5 similar vehicles

Greenfield, MA

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Greenfield, MA

Fair PriceLimited · 14
$15,29454,175 mi

Market: $13,299 – $17,990

Comparison: 14 similar vehicles

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

Greenfield, MA

2012 Lexus IS 250

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

2012 Lexus IS 250

Greenfield, MA

Fair PriceLimited · 14
$15,495Mileage not verified

Market: $10,390 – $15,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Greenfield, MA

2014 Cadillac XTS Luxury Collection

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

2014 Cadillac XTS Luxury Collection

Greenfield, MA

UnscoredInsufficient · 0
$15,55943,344 mi

Greenfield, MA

2020 Jeep Compass Latitude

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

2020 Jeep Compass Latitude

Greenfield, MA

Fair PriceLimited · 17
$18,38440,507 mi

Market: $15,794 – $20,495

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Greenfield, MA

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Greenfield, MA

Fair PriceRobust · 163
$18,96926,027 mi

Market: $14,495 – $22,539

Comparison: 163 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Greenfield, MA

2019 Subaru Crosstrek Limited

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

2019 Subaru Crosstrek Limited

Greenfield, MA

Fair PriceRobust · 163
$18,995Mileage not verified

Market: $9,995 – $23,990

Comparison: 163 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 158 days listed (based on current market benchmarks)

Greenfield, MA

2020 Subaru Forester Premium

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

2020 Subaru Forester Premium

Greenfield, MA

UnscoredInsufficient · 4
$19,09989,237 mi

Comparison: 4 similar vehicles

Greenfield, MA

2023 Hyundai Elantra SEL

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

2023 Hyundai Elantra SEL

Greenfield, MA

Fair PriceRobust · 129
$19,19433,655 mi

Market: $13,999 – $25,167

Comparison: 129 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Greenfield, MA

2019 Subaru Crosstrek Premium

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

2019 Subaru Crosstrek Premium

Greenfield, MA

Fair PriceRobust · 223
$19,400Mileage not verified

Market: $8,495 – $20,649

Comparison: 223 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Greenfield, MA

2020 Ford Mustang EcoBoost Premium

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

2020 Ford Mustang EcoBoost Premium

Greenfield, MA

UnscoredInsufficient · 0
$19,69433,963 mi

Greenfield, 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

Greenfield, MA

Fair PriceRobust · 107
$19,96944,319 mi

Market: $13,995 – $20,895

Comparison: 107 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Greenfield, MA

2019 Honda Accord LX

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

2019 Honda Accord LX

Greenfield, MA

Fair PriceLimited · 12
$19,96972,744 mi

Market: $14,995 – $20,276

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Greenfield, MA

2018 Volvo V60 Base

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

2018 Volvo V60 Base

Greenfield, MA

Unscored
$19,995108,329 mi

Comparison: 33 similar vehicles

Greenfield, MA

2020 Jeep Cherokee Trailhawk

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

2020 Jeep Cherokee Trailhawk

Greenfield, MA

Unscored
$20,45950,023 mi

Comparison: 5 similar vehicles

Greenfield, MA

2022 Ford Edge ST-Line

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

2022 Ford Edge ST-Line

Greenfield, MA

Fair PriceLimited · 16
$20,69487,280 mi

Market: $17,307 – $23,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Greenfield, MA

2025 Hyundai Elantra SEL

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

2025 Hyundai Elantra SEL

Greenfield, MA

Unscored
$20,96912,282 mi

Comparison: 9 similar vehicles

Greenfield, MA

2020 Ford Explorer ST

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

2020 Ford Explorer ST

Greenfield, MA

Fair PriceRobust · 243
$21,189113,818 mi

Market: $15,550 – $30,988

Comparison: 243 similar vehicles

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

Greenfield, MA

2025 Volkswagen Taos S

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

2025 Volkswagen Taos S

Greenfield, MA

Fair PriceRobust · 138
$21,50132,474 mi

Market: $17,600 – $23,294

Comparison: 138 similar vehicles

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

Greenfield, MA

2022 Jeep Compass Altitude

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

2022 Jeep Compass Altitude

Greenfield, MA

UnscoredInsufficient · 4
$21,96929,200 mi

Comparison: 4 similar vehicles

Greenfield, MA

2021 Subaru Crosstrek Base

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

2021 Subaru Crosstrek Base

Greenfield, MA

Unscored
$22,66934,689 mi

Comparison: 9 similar vehicles

Greenfield, MA

2021 Jeep Grand Cherokee Limited

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

2021 Jeep Grand Cherokee Limited

Greenfield, MA

Fair PriceLimited · 11
$22,76982,565 mi

Market: $14,987 – $23,776

Comparison: 11 similar vehicles

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

Greenfield, MA

2025 Ford Escape ST-Line

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

2025 Ford Escape ST-Line

Greenfield, MA

UnscoredInsufficient · 4
$22,99529,752 mi

Comparison: 4 similar vehicles

Greenfield, MA

2020 Volvo XC60 Inscription

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

2020 Volvo XC60 Inscription

Greenfield, MA

Fair PriceModerate · 42
$22,99573,732 mi

Market: $17,495 – $25,641

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 131 days listed (based on current market benchmarks)

Greenfield, MA

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Greenfield, MA

Fair PriceModerate · 20
$23,25048,668 mi

Market: $22,409 – $28,687

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Greenfield, MA

2025 Ford Escape ST-Line Select

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

2025 Ford Escape ST-Line Select

Greenfield, MA

Fair PriceRobust · 182
$23,66731,704 mi

Market: $20,174 – $35,860

Comparison: 182 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Greenfield, MA

2020 BMW 3 Series 330i

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

2020 BMW 3 Series 330i

Greenfield, MA

Fair PriceRobust · 182
$23,96980,932 mi

Market: $13,699 – $35,990

Comparison: 182 similar vehicles

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

Greenfield, 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

Greenfield, MA

Unscored
$24,38065,989 mi

Comparison: 9 similar vehicles

Greenfield, MA

2022 Ford Bronco Sport Badlands

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

2022 Ford Bronco Sport Badlands

Greenfield, MA

Unscored
$24,69459,409 mi

Comparison: 7 similar vehicles

Greenfield, MA

2024 Hyundai Kona SEL

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

2024 Hyundai Kona SEL

Greenfield, MA

OverpricedLimited · 12
$24,76928,900 mi

Market: $20,499 – $23,832

Comparison: 12 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Greenfield, MA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Greenfield, MA

Fair PriceModerate · 43
$24,935Mileage not verified

Market: $23,490 – $27,584

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Greenfield, MA

2022 Jeep Wrangler Unlimited Sport S

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

2022 Jeep Wrangler Unlimited Sport S

Greenfield, MA

Unscored
$24,96967,337 mi

Comparison: 5 similar vehicles

Greenfield, MA

2019 Ford F-150 XL

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

2019 Ford F-150 XL

Greenfield, MA

Unscored
$24,96952,855 mi

Comparison: 6 similar vehicles

Greenfield, MA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Greenfield, MA

Fair PriceModerate · 43
$25,685Mileage not verified

Market: $23,490 – $27,584

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Greenfield, MA

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Greenfield, MA

Fair PriceRobust · 123
$26,057Mileage not verified

Market: $24,236 – $34,594

Comparison: 123 similar vehicles

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

Greenfield, MA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Greenfield, MA

Fair PriceModerate · 43
$26,380Mileage not verified

Market: $23,490 – $27,584

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Greenfield, MA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Greenfield, MA

Fair PriceModerate · 43
$26,380Mileage not verified

Market: $23,490 – $27,584

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Greenfield, MA

2026 Honda Civic LX

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

2026 Honda Civic LX

Greenfield, MA

Fair PriceModerate · 31
$26,489Mileage not verified

Market: $25,657 – $27,144

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Greenfield, MA

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Greenfield, MA

Fair PriceRobust · 124
$26,532Mileage not verified

Market: $24,236 – $34,594

Comparison: 124 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Greenfield, MA

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Greenfield, MA

Fair PriceRobust · 123
$26,532Mileage not verified

Market: $24,236 – $34,594

Comparison: 123 similar vehicles

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

Greenfield, MA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Greenfield, MA

UnscoredInsufficient · 4
$26,620Mileage not verified

Comparison: 4 similar vehicles

Greenfield, MA

2026 Honda Civic LX

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

2026 Honda Civic LX

Greenfield, MA

Fair PriceModerate · 31
$26,944Mileage not verified

Market: $25,657 – $27,144

Comparison: 31 similar vehicles

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

Greenfield, MA

2019 Jeep Wrangler Rubicon

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

2019 Jeep Wrangler Rubicon

Greenfield, MA

UnscoredInsufficient · 0
$26,96955,157 mi

Greenfield, MA

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Greenfield, MA

Fair PriceModerate · 40
$27,290Mileage not verified

Market: $24,585 – $30,700

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Greenfield, MA

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Greenfield, MA

Fair PriceModerate · 40
$27,335Mileage not verified

Market: $24,585 – $30,700

Comparison: 40 similar vehicles

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

Greenfield, 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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