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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 14, 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

56 listings found

1997 Chevrolet S-10 LS

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

1997 Chevrolet S-10 LS

Byron, IL

UnscoredInsufficient · 0
$4,900110,332 mi

Byron, IL

2006 Toyota Camry Solara SLE

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

2006 Toyota Camry Solara SLE

Byron, IL

Unscored
$5,900187,114 mi

Comparison: 8 similar vehicles

Byron, IL

2014 Honda Accord EX-L

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

2014 Honda Accord EX-L

Byron, IL

Unscored
$7,900199,025 mi

Comparison: 31 similar vehicles

Byron, IL

2012 Ford Edge SEL

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

2012 Ford Edge SEL

Byron, IL

Unscored
$7,900137,012 mi

Comparison: 22 similar vehicles

Byron, IL

2011 Volkswagen Jetta SportWagen TDI

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

2011 Volkswagen Jetta SportWagen TDI

Byron, IL

UnscoredInsufficient · 3
$7,900113,629 mi

Comparison: 3 similar vehicles

Byron, IL

2016 Volkswagen Tiguan SEL

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

2016 Volkswagen Tiguan SEL

Byron, IL

Unscored
$9,900114,102 mi

Comparison: 5 similar vehicles

Byron, IL

2015 Chevrolet Malibu 2LT

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

2015 Chevrolet Malibu 2LT

Byron, IL

Fair PriceModerate · 20
$9,900114,292 mi

Market: $3,990 – $14,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Byron, IL

2014 Subaru Outback 2.5i Premium

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

2014 Subaru Outback 2.5i Premium

Byron, IL

Fair PriceModerate · 34
$9,900114,251 mi

Market: $4,900 – $14,995

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Byron, IL

2019 Jeep Renegade Latitude

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

2019 Jeep Renegade Latitude

Byron, IL

Fair PriceLimited · 13
$10,90092,021 mi

Market: $8,995 – $12,999

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 357 days listed (based on current market benchmarks)

Byron, IL

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Byron, IL

Fair PriceModerate · 27
$10,90078,860 mi

Market: $2,300 – $12,490

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Byron, IL

2015 Chevrolet Impala Limited 1LZ

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

2015 Chevrolet Impala Limited 1LZ

Byron, IL

UnscoredInsufficient · 3
$10,900112,877 mi

Comparison: 3 similar vehicles

Byron, IL

2021 Jeep Compass Limited

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

2021 Jeep Compass Limited

Byron, IL

Unscored
$11,499120,015 mi

Comparison: 25 similar vehicles

Byron, IL

2018 Honda Accord EX

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

2018 Honda Accord EX

Byron, IL

Unscored
$11,900149,981 mi

Comparison: 17 similar vehicles

Byron, IL

2017 Volkswagen Golf SEL

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

2017 Volkswagen Golf SEL

Byron, IL

UnscoredInsufficient · 0
$11,900107,049 mi

Byron, IL

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Byron, IL

Fair PriceRobust · 56
$11,900104,824 mi

Market: $6,990 – $15,590

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 209 days listed (based on current market benchmarks)

Byron, IL

2015 Chevrolet Impala 2LZ

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

2015 Chevrolet Impala 2LZ

Byron, IL

Unscored
$11,900122,523 mi

Comparison: 26 similar vehicles

Byron, IL

2012 Ford F-150 Lariat

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

2012 Ford F-150 Lariat

Byron, IL

Unscored
$11,900145,927 mi

Comparison: 25 similar vehicles

Byron, IL

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Byron, IL

Fair PriceModerate · 49
$11,90097,614 mi

Market: $4,990 – $23,995

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Byron, IL

2011 Ford Econoline

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

2011 Ford Econoline

Byron, IL

UnscoredInsufficient · 0
$11,900127,548 mi

Byron, IL

2017 Jeep Renegade Sport

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

2017 Jeep Renegade Sport

Byron, IL

Fair PriceModerate · 24
$12,90079,987 mi

Market: $9,572 – $14,866

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 218 days listed (based on current market benchmarks)

Byron, IL

2020 Hyundai Tucson Value

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

2020 Hyundai Tucson Value

Byron, IL

Fair PriceModerate · 24
$13,90096,687 mi

Market: $10,223 – $16,998

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 184 days listed (based on current market benchmarks)

Byron, IL

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Byron, IL

UnscoredInsufficient · 3
$13,900103,715 mi

Comparison: 3 similar vehicles

Byron, IL

2019 Jeep Compass Latitude

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

2019 Jeep Compass Latitude

Byron, IL

Fair PriceRobust · 67
$13,900117,595 mi

Market: $8,367 – $18,995

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Byron, IL

2017 Buick LaCrosse Essence

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

2017 Buick LaCrosse Essence

Byron, IL

Fair PriceLimited · 18
$13,90091,957 mi

Market: $8,995 – $18,798

Comparison: 18 similar vehicles

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

Byron, IL

2019 Dodge Grand Caravan GT

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

2019 Dodge Grand Caravan GT

Byron, IL

UnscoredInsufficient · 4
$14,90055,128 mi

Comparison: 4 similar vehicles

Byron, IL

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Byron, IL

Unscored
$15,900177,212 mi

Comparison: 5 similar vehicles

Byron, IL

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Byron, IL

Fair PriceModerate · 25
$17,90049,938 mi

Market: $16,500 – $22,400

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Byron, IL

2018 Honda Odyssey EX

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

2018 Honda Odyssey EX

Byron, IL

Unscored
$17,900123,650 mi

Comparison: 27 similar vehicles

Byron, IL

2015 Jeep Wrangler Sport

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

2015 Jeep Wrangler Sport

Byron, IL

OverpricedModerate · 49
$17,90082,535 mi

Market: $7,988 – $17,790

Comparison: 49 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Byron, IL

2022 Honda Odyssey EX-L

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

2022 Honda Odyssey EX-L

Byron, IL

Unscored
$18,900184,550 mi

Comparison: 75 similar vehicles

Byron, IL

2015 Chevrolet Express Passenger LS

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

2015 Chevrolet Express Passenger LS

Byron, IL

Unscored
$19,500101,013 mi

Comparison: 6 similar vehicles

Byron, IL

2011 Ford F-250 Super Duty XL

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

2011 Ford F-250 Super Duty XL

Byron, IL

Fair PriceModerate · 22
$19,50094,956 mi

Market: $11,286 – $27,382

Comparison: 22 similar vehicles

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

Byron, IL

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Byron, IL

Fair PriceLimited · 12
$19,90041,882 mi

Market: $19,912 – $20,900

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 79 days listed (based on current market benchmarks)

Byron, IL

2017 Jeep Wrangler Unlimited Smoky Mountain

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

2017 Jeep Wrangler Unlimited Smoky Mountain

Byron, IL

Unscored
$19,900119,267 mi

Comparison: 8 similar vehicles

Byron, IL

2024 Chevrolet Equinox LS

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

2024 Chevrolet Equinox LS

Byron, IL

UnscoredInsufficient · 4
$20,90045,981 mi

Comparison: 4 similar vehicles

Byron, IL

2024 Volkswagen Jetta SE

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

2024 Volkswagen Jetta SE

Byron, IL

Unscored
$20,90027,307 mi

Comparison: 9 similar vehicles

Byron, IL

2018 Jeep Wrangler JK Unlimited Sahara

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

2018 Jeep Wrangler JK Unlimited Sahara

Byron, IL

UnscoredInsufficient · 0
$21,90057,617 mi

Byron, IL

2018 Cadillac ATS Sedan Base

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

2018 Cadillac ATS Sedan Base

Byron, IL

UnscoredInsufficient · 0
$22,90037,357 mi

Byron, IL

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Byron, IL

Fair PriceLimited · 10
$22,90082,851 mi

Market: $18,813 – $26,187

Comparison: 10 similar vehicles

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

Byron, IL

2016 Chevrolet Tahoe LTZ

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

2016 Chevrolet Tahoe LTZ

Byron, IL

Fair PriceRobust · 87
$22,900111,231 mi

Market: $10,995 – $40,401

Comparison: 87 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 135 days listed (based on current market benchmarks)

Byron, IL

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Byron, IL

Fair PriceLimited · 11
$24,90049,888 mi

Market: $21,436 – $27,620

Comparison: 11 similar vehicles

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

Byron, IL

2021 Volkswagen Atlas SEL Premium R-Line

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

2021 Volkswagen Atlas SEL Premium R-Line

Byron, IL

Fair PriceModerate · 22
$24,90079,094 mi

Market: $21,744 – $26,506

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 197 days listed (based on current market benchmarks)

Byron, IL

2016 Ford F-350 Super Duty Lariat

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

2016 Ford F-350 Super Duty Lariat

Byron, IL

Unscored
$25,900181,422 mi

Comparison: 32 similar vehicles

Byron, IL

2021 Toyota Tacoma SR5

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

2021 Toyota Tacoma SR5

Byron, IL

Unscored
$28,900107,831 mi

Comparison: 11 similar vehicles

Byron, IL

2025 Ford Transit Van Base

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

2025 Ford Transit Van Base

Byron, IL

Unscored
$32,90011,260 mi

Comparison: 9 similar vehicles

Byron, IL

2024 Nissan Pathfinder Platinum

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

2024 Nissan Pathfinder Platinum

Byron, IL

Fair PriceRobust · 55
$33,90023,961 mi

Market: $32,616 – $39,094

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 204 days listed (based on current market benchmarks)

Byron, IL

2015 Chevrolet Silverado 2500HD LTZ

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

2015 Chevrolet Silverado 2500HD LTZ

Byron, IL

Unscored
$34,700110,759 mi

Comparison: 7 similar vehicles

Byron, IL

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Byron, IL

OverpricedModerate · 29
$34,90032,389 mi

Market: $29,207 – $33,412

Comparison: 29 similar vehicles

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

Byron, IL

2023 Kia Telluride SX X-Line

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

2023 Kia Telluride SX X-Line

Byron, IL

UnscoredInsufficient · 0
$36,90035,495 mi

Byron, IL

2017 Chevrolet Silverado 2500HD LTZ

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

2017 Chevrolet Silverado 2500HD LTZ

Byron, IL

Fair PriceLimited · 16
$38,900109,608 mi

Market: $22,900 – $45,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Byron, IL

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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