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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

46 listings found

2013 Hyundai Sonata Limited

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

2013 Hyundai Sonata Limited

Gladbrook, IA

Unscored
$9,075114,590 mi

Comparison: 9 similar vehicles

Gladbrook, IA

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Gladbrook, IA

Fair PriceLimited · 14
$10,07580,995 mi

Market: $6,000 – $13,294

Comparison: 14 similar vehicles

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

Gladbrook, IA

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

Gladbrook, IA

Fair PriceModerate · 20
$10,07599,148 mi

Market: $2,850 – $11,500

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Gladbrook, IA

2012 Chevrolet Impala LS

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

2012 Chevrolet Impala LS

Gladbrook, IA

UnscoredInsufficient · 0
$10,07597,091 mi

Gladbrook, IA

2011 Buick LaCrosse CXS

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

2011 Buick LaCrosse CXS

Gladbrook, IA

Unscored
$10,97596,271 mi

Comparison: 6 similar vehicles

Gladbrook, IA

2019 Chevrolet Trax Premier

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

2019 Chevrolet Trax Premier

Gladbrook, IA

Unscored
$13,07577,947 mi

Comparison: 5 similar vehicles

Gladbrook, IA

2021 Chevrolet Malibu 1LT

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

2021 Chevrolet Malibu 1LT

Gladbrook, IA

Fair PriceRobust · 64
$14,07591,812 mi

Market: $10,995 – $25,173

Comparison: 64 similar vehicles

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

Gladbrook, IA

2020 Ford Escape SE

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

2020 Ford Escape SE

Gladbrook, IA

UnscoredInsufficient · 3
$14,07578,810 mi

Comparison: 3 similar vehicles

Gladbrook, IA

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Gladbrook, IA

Unscored
$15,07571,277 mi

Comparison: 7 similar vehicles

Gladbrook, IA

2018 Chevrolet Traverse Premier

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

2018 Chevrolet Traverse Premier

Gladbrook, IA

Fair PriceModerate · 41
$15,975116,531 mi

Market: $10,599 – $18,995

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Gladbrook, IA

2018 Buick Regal Sportback Essence

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

2018 Buick Regal Sportback Essence

Gladbrook, IA

UnscoredInsufficient · 0
$16,07574,537 mi

Gladbrook, IA

2019 Jeep Renegade Trailhawk

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

2019 Jeep Renegade Trailhawk

Gladbrook, IA

UnscoredInsufficient · 0
$16,90068,698 mi

Gladbrook, IA

2018 GMC Terrain Denali

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

2018 GMC Terrain Denali

Gladbrook, IA

Fair PriceModerate · 42
$16,90091,358 mi

Market: $12,750 – $20,212

Comparison: 42 similar vehicles

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

Gladbrook, IA

2021 Ford Escape SE

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

2021 Ford Escape SE

Gladbrook, IA

Fair PriceRobust · 51
$17,07567,336 mi

Market: $9,000 – $18,680

Comparison: 51 similar vehicles

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

Gladbrook, IA

2021 Chevrolet Colorado LT

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

2021 Chevrolet Colorado LT

Gladbrook, IA

Great DealLimited · 10
$17,07584,023 mi

Market: $20,230 – $25,340

Comparison: 10 similar vehicles

Competitively priced ~16% below the typical range compared to similar vehicles · 93 days listed (based on current market benchmarks)

Gladbrook, IA

2020 Chevrolet Traverse 3LT

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

2020 Chevrolet Traverse 3LT

Gladbrook, IA

Fair PriceRobust · 55
$17,07582,095 mi

Market: $13,499 – $23,996

Comparison: 55 similar vehicles

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

Gladbrook, IA

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

Gladbrook, IA

Fair PriceLimited · 18
$17,07583,681 mi

Market: $8,975 – $20,999

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Gladbrook, IA

2018 Dodge Durango GT

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

2018 Dodge Durango GT

Gladbrook, IA

Fair PriceModerate · 46
$17,07597,650 mi

Market: $9,643 – $24,000

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Gladbrook, IA

2020 Subaru Legacy Premium

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

2020 Subaru Legacy Premium

Gladbrook, IA

UnscoredInsufficient · 0
$18,07562,028 mi

Gladbrook, IA

2020 Ford Fusion Titanium

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

2020 Ford Fusion Titanium

Gladbrook, IA

Unscored
$18,90068,158 mi

Comparison: 6 similar vehicles

Gladbrook, IA

2018 Toyota RAV4 LE

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

2018 Toyota RAV4 LE

Gladbrook, IA

Fair PriceModerate · 23
$19,07589,850 mi

Market: $16,995 – $22,989

Comparison: 23 similar vehicles

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

Gladbrook, IA

2022 Ford Edge Titanium

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

2022 Ford Edge Titanium

Gladbrook, IA

Fair PriceRobust · 74
$20,07570,526 mi

Market: $17,495 – $27,180

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Gladbrook, IA

2020 Honda Accord Sport

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

2020 Honda Accord Sport

Gladbrook, IA

Unscored
$20,07585,547 mi

Comparison: 5 similar vehicles

Gladbrook, IA

2016 Chevrolet Suburban LTZ

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

2016 Chevrolet Suburban LTZ

Gladbrook, IA

Unscored
$20,075138,332 mi

Comparison: 36 similar vehicles

Gladbrook, IA

2017 Jeep Wrangler Unlimited Sport S

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

2017 Jeep Wrangler Unlimited Sport S

Gladbrook, IA

UnscoredInsufficient · 3
$20,90072,733 mi

Comparison: 3 similar vehicles

Gladbrook, IA

2022 Chevrolet Equinox Premier

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

2022 Chevrolet Equinox Premier

Gladbrook, IA

Unscored
$21,07574,683 mi

Comparison: 5 similar vehicles

Gladbrook, IA

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

Gladbrook, IA

Unscored
$21,075150,267 mi

Comparison: 6 similar vehicles

Gladbrook, IA

2019 Jeep Grand Cherokee Overland

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

2019 Jeep Grand Cherokee Overland

Gladbrook, IA

Fair PriceLimited · 13
$22,07585,852 mi

Market: $14,995 – $24,999

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 207 days listed (based on current market benchmarks)

Gladbrook, IA

2019 Honda Odyssey Elite

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

2019 Honda Odyssey Elite

Gladbrook, IA

Unscored
$23,075136,170 mi

Comparison: 36 similar vehicles

Gladbrook, IA

2024 Mazda CX-50 S PREMIUM

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

2024 Mazda CX-50 S PREMIUM

Gladbrook, IA

UnscoredInsufficient · 3
$24,07583,504 mi

Comparison: 3 similar vehicles

Gladbrook, IA

2021 Toyota RAV4 LE

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

2021 Toyota RAV4 LE

Gladbrook, IA

Fair PriceModerate · 33
$24,07579,595 mi

Market: $17,950 – $24,299

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Gladbrook, IA

2022 Ford Edge ST

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

2022 Ford Edge ST

Gladbrook, IA

UnscoredInsufficient · 0
$26,07572,605 mi

Gladbrook, IA

2021 Cadillac XT6 Premium Luxury

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

2021 Cadillac XT6 Premium Luxury

Gladbrook, IA

Fair PriceLimited · 18
$26,07575,508 mi

Market: $19,999 – $26,417

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Gladbrook, IA

2020 Chevrolet Colorado Z71

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

2020 Chevrolet Colorado Z71

Gladbrook, IA

Fair PriceModerate · 37
$26,07592,042 mi

Market: $9,995 – $26,947

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Gladbrook, IA

2019 Ford F-150 Lariat

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

2019 Ford F-150 Lariat

Gladbrook, IA

UnscoredInsufficient · 3
$26,07579,753 mi

Comparison: 3 similar vehicles

Gladbrook, IA

2022 RAM 1500 Pickup Big Horn/Lone Star

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

2022 RAM 1500 Pickup Big Horn/Lone Star

Gladbrook, IA

Unscored
$27,07596,654 mi

Comparison: 5 similar vehicles

Gladbrook, IA

2020 Jeep Grand Cherokee Overland

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

2020 Jeep Grand Cherokee Overland

Gladbrook, IA

Unscored
$27,07558,013 mi

Comparison: 9 similar vehicles

Gladbrook, IA

2020 GMC Yukon Denali

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

2020 GMC Yukon Denali

Gladbrook, IA

Unscored
$27,075129,110 mi

Comparison: 42 similar vehicles

Gladbrook, IA

2023 Hyundai Santa Fe Limited

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

2023 Hyundai Santa Fe Limited

Gladbrook, IA

UnscoredInsufficient · 0
$28,0756,454 mi

Gladbrook, IA

2015 Ford F-150 King Ranch

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

2015 Ford F-150 King Ranch

Gladbrook, IA

UnscoredInsufficient · 0
$28,800196,960 mi

Gladbrook, IA

2023 Honda CR-V Sport

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

2023 Honda CR-V Sport

Gladbrook, IA

Fair PriceLimited · 15
$29,07574,970 mi

Market: $25,563 – $30,418

Comparison: 15 similar vehicles

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

Gladbrook, IA

2022 Chevrolet Traverse High Country

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

2022 Chevrolet Traverse High Country

Gladbrook, IA

UnscoredInsufficient · 0
$35,07528,608 mi

Gladbrook, IA

2021 Chevrolet Suburban High Country

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

2021 Chevrolet Suburban High Country

Gladbrook, IA

Fair PriceModerate · 46
$37,075110,226 mi

Market: $27,995 – $41,290

Comparison: 46 similar vehicles

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

Gladbrook, IA

2024 Toyota Tundra Limited

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

2024 Toyota Tundra Limited

Gladbrook, IA

Fair PriceModerate · 42
$49,90035,750 mi

Market: $44,999 – $50,699

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 394 days listed (based on current market benchmarks)

Gladbrook, IA

2026 Ford F-350 Super Duty XLT

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

2026 Ford F-350 Super Duty XLT

Gladbrook, IA

Fair PriceLimited · 17
$57,0751,319 mi

Market: $54,970 – $80,411

Comparison: 17 similar vehicles

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

Gladbrook, IA

2024 Jeep Grand Wagoneer L Series III

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

2024 Jeep Grand Wagoneer L Series III

Gladbrook, IA

UnscoredInsufficient · 0
$69,90034,278 mi

Gladbrook, IA

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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