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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 9, 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

231 listings found

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Algona, IA

Unscored
$2,175223,494 mi

Comparison: 5 similar vehicles

Algona, IA

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Algona, IA

Unscored
$3,175189,261 mi

Comparison: 77 similar vehicles

Algona, IA

2007 Chevrolet Suburban LT

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

2007 Chevrolet Suburban LT

Algona, IA

Salvage title
$3,175235,766 mi

Algona, IA

2013 Buick Encore Leather

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

2013 Buick Encore Leather

Algona, IA

UnscoredInsufficient · 3
$4,175137,290 mi

Comparison: 3 similar vehicles

Algona, IA

2012 Mazda MAZDA3 i Sport

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

2012 Mazda MAZDA3 i Sport

Algona, IA

UnscoredInsufficient · 3
$4,175121,436 mi

Comparison: 3 similar vehicles

Algona, IA

1984 Chevrolet Corvette

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

1984 Chevrolet Corvette

Algona, IA

UnscoredInsufficient · 0
$7,444136,143 mi

Algona, IA

2010 Ford F-150 King Ranch

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

2010 Ford F-150 King Ranch

Algona, IA

UnscoredInsufficient · 3
$7,680173,974 mi

Comparison: 3 similar vehicles

Algona, IA

2007 Chevrolet Silverado Classic 2500HD LS

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

2007 Chevrolet Silverado Classic 2500HD LS

Algona, IA

UnscoredInsufficient · 0
$7,680148,451 mi

Algona, IA

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Algona, IA

Unscored
$8,060153,227 mi

Comparison: 40 similar vehicles

Algona, IA

2008 Toyota Corolla CE

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

2008 Toyota Corolla CE

Algona, IA

UnscoredInsufficient · 0
$10,50080,588 mi

Algona, IA

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

Algona, IA

Unscored
$11,175205,437 mi

Comparison: 24 similar vehicles

Algona, IA

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Algona, IA

Fair PriceModerate · 20
$11,500106,729 mi

Market: $6,995 – $11,950

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Algona, IA

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Algona, IA

Unscored
$11,995229,898 mi

Comparison: 181 similar vehicles

Algona, IA

2018 Chrysler Pacifica Touring L Plus

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

2018 Chrysler Pacifica Touring L Plus

Algona, IA

Unscored
$12,175155,555 mi

Comparison: 49 similar vehicles

Algona, IA

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Algona, IA

UnscoredInsufficient · 3
$12,689233,648 mi

Comparison: 3 similar vehicles

Algona, IA

2016 Chrysler 200 C

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

2016 Chrysler 200 C

Algona, IA

UnscoredInsufficient · 3
$13,55594,114 mi

Comparison: 3 similar vehicles

Algona, IA

2016 Jeep Cherokee Limited

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

2016 Jeep Cherokee Limited

Algona, IA

Fair PriceModerate · 22
$13,85876,813 mi

Market: $5,995 – $14,995

Comparison: 22 similar vehicles

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

Algona, IA

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

Algona, IA

UnscoredInsufficient · 4
$14,175176,207 mi

Comparison: 4 similar vehicles

Algona, IA

2015 Ford Edge SEL

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

2015 Ford Edge SEL

Algona, IA

Fair PriceRobust · 51
$14,17566,197 mi

Market: $5,995 – $14,345

Comparison: 51 similar vehicles

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

Algona, IA

2020 Ford Escape SE

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

2020 Ford Escape SE

Algona, IA

UnscoredInsufficient · 3
$14,37791,602 mi

Comparison: 3 similar vehicles

Algona, IA

2017 Chevrolet Silverado 1500 High Country

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

2017 Chevrolet Silverado 1500 High Country

Algona, IA

Unscored
$14,700184,457 mi

Comparison: 20 similar vehicles

Algona, IA

2014 GMC Sierra 1500 Denali

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

2014 GMC Sierra 1500 Denali

Algona, IA

Unscored
$15,175156,410 mi

Comparison: 12 similar vehicles

Algona, IA

2019 Chevrolet Traverse 1LT

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

2019 Chevrolet Traverse 1LT

Algona, IA

Unscored
$15,246131,560 mi

Comparison: 107 similar vehicles

Algona, IA

2016 Ford Mustang EcoBoost Premium

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

2016 Ford Mustang EcoBoost Premium

Algona, IA

Fair PriceLimited · 12
$16,02999,269 mi

Market: $12,998 – $18,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Algona, IA

2016 RAM 1500 Pickup Big Horn

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

2016 RAM 1500 Pickup Big Horn

Algona, IA

Unscored
$17,060132,368 mi

Comparison: 124 similar vehicles

Algona, IA

2018 Chevrolet Impala Premier

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

2018 Chevrolet Impala Premier

Algona, IA

OverpricedLimited · 12
$17,29399,943 mi

Market: $11,340 – $16,997

Comparison: 12 similar vehicles

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

Algona, IA

2017 INFINITI QX80 Base

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

2017 INFINITI QX80 Base

Algona, IA

Fair PriceLimited · 15
$17,497114,075 mi

Market: $13,950 – $19,975

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Algona, IA

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

Algona, IA

UnscoredInsufficient · 4
$19,995133,165 mi

Comparison: 4 similar vehicles

Algona, IA

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Algona, IA

UnscoredInsufficient · 4
$21,67454,820 mi

Comparison: 4 similar vehicles

Algona, IA

2017 Cadillac XT5 Platinum

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

2017 Cadillac XT5 Platinum

Algona, IA

Unscored
$21,82861,660 mi

Comparison: 5 similar vehicles

Algona, IA

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Algona, IA

UnscoredInsufficient · 4
$22,060101,098 mi

Comparison: 4 similar vehicles

Algona, IA

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

Algona, IA

Fair PriceRobust · 71
$22,17599,515 mi

Market: $13,177 – $27,290

Comparison: 71 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Algona, IA

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Algona, IA

UnscoredInsufficient · 4
$22,44054,096 mi

Comparison: 4 similar vehicles

Algona, IA

2019 Chevrolet Silverado 1500 RST

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

2019 Chevrolet Silverado 1500 RST

Algona, IA

Unscored
$22,698141,314 mi

Comparison: 119 similar vehicles

Algona, IA

2020 Buick Enclave Premium

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

2020 Buick Enclave Premium

Algona, IA

Fair PriceModerate · 25
$22,85391,483 mi

Market: $16,679 – $26,210

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Algona, IA

2023 Volkswagen Tiguan SE R-LINE BLACK

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

2023 Volkswagen Tiguan SE R-LINE BLACK

Algona, IA

OverpricedModerate · 23
$23,038103,734 mi

Market: $18,845 – $22,345

Comparison: 23 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Algona, IA

2023 Chevrolet TrailBlazer RS

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

2023 Chevrolet TrailBlazer RS

Algona, IA

Fair PriceLimited · 14
$23,06042,020 mi

Market: $22,340 – $24,892

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 193 days listed (based on current market benchmarks)

Algona, IA

2024 Ford Edge SE

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

2024 Ford Edge SE

Algona, IA

Unscored
$23,37134,200 mi

Comparison: 6 similar vehicles

Algona, IA

2018 Chevrolet Silverado 1500 LTZ

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

2018 Chevrolet Silverado 1500 LTZ

Algona, IA

Unscored
$23,675127,535 mi

Comparison: 189 similar vehicles

Algona, IA

2025 Chevrolet Malibu RS

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

2025 Chevrolet Malibu RS

Algona, IA

UnscoredInsufficient · 0
$24,06030,285 mi

Algona, IA

2023 Mazda CX-30 Select

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

2023 Mazda CX-30 Select

Algona, IA

OverpricedLimited · 11
$24,06036,395 mi

Market: $22,000 – $23,885

Comparison: 11 similar vehicles

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

Algona, IA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Algona, IA

Unscored
$24,9251,157 mi

Comparison: 7 similar vehicles

Algona, IA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Algona, IA

Unscored
$25,020Mileage not verified

Comparison: 7 similar vehicles

Algona, IA

2019 Mercedes-Benz C-Class Cabriolet C300

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

2019 Mercedes-Benz C-Class Cabriolet C300

Algona, IA

UnscoredInsufficient · 0
$25,67552,033 mi

Algona, IA

2020 Chevrolet Silverado 1500 LT Trail Boss

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

2020 Chevrolet Silverado 1500 LT Trail Boss

Algona, IA

Unscored
$25,679149,581 mi

Comparison: 118 similar vehicles

Algona, IA

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Algona, IA

Fair PriceLimited · 10
$25,965Mileage not verified

Market: $26,185 – $28,225

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 45 days listed (based on current market benchmarks)

Algona, IA

2022 Jeep Compass Altitude

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

2022 Jeep Compass Altitude

Algona, IA

UnscoredInsufficient · 0
$26,06021,856 mi

Algona, IA

2019 RAM 1500 Classic Express

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

2019 RAM 1500 Classic Express

Algona, IA

Fair PriceLimited · 14
$26,06076,385 mi

Market: $11,900 – $29,060

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Algona, IA

2014 GMC Sierra 1500 SLT

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

2014 GMC Sierra 1500 SLT

Algona, IA

OverpricedRobust · 63
$26,06076,009 mi

Market: $6,600 – $21,970

Comparison: 63 similar vehicles

Priced ~19% above the typical market range for similar vehicles (based on current market benchmarks)

Algona, IA

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Algona, IA

Fair PriceRobust · 154
$26,17568,492 mi

Market: $17,999 – $28,985

Comparison: 154 similar vehicles

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

Algona, IA

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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