Skip to main content
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 · October 31, 2026

6.1M+

Unique vehicles analyzed

as of October 31, 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

62 listings found

2015 Ford F-450 Super Duty Chassis Cab

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

2015 Ford F-450 Super Duty Chassis Cab

Glidden, IA

UnscoredInsufficient · 0
$9,995267,000 mi

Glidden, IA

2015 Cadillac SRX Performance Collection

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

2015 Cadillac SRX Performance Collection

Glidden, IA

Unscored
$9,995111,000 mi

Comparison: 9 similar vehicles

Glidden, IA

2017 Kia Sportage EX

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

2017 Kia Sportage EX

Glidden, IA

Unscored
$10,995122,000 mi

Comparison: 16 similar vehicles

Glidden, IA

2019 Ford Edge SE

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

2019 Ford Edge SE

Glidden, IA

Unscored
$11,175107,385 mi

Comparison: 5 similar vehicles

Glidden, IA

2015 Jeep Grand Cherokee Laredo E

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

2015 Jeep Grand Cherokee Laredo E

Glidden, IA

Fair PriceLimited · 11
$12,675109,558 mi

Market: $7,900 – $13,075

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Glidden, IA

2017 Buick Enclave Leather

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

2017 Buick Enclave Leather

Glidden, IA

OverpricedModerate · 25
$15,00475,070 mi

Market: $5,900 – $14,990

Comparison: 25 similar vehicles

Glidden, IA

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

Glidden, IA

Fair PriceModerate · 21
$15,93991,397 mi

Market: $8,750 – $17,995

Comparison: 21 similar vehicles

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

Glidden, IA

2018 Ford Taurus SE

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

2018 Ford Taurus SE

Glidden, IA

UnscoredInsufficient · 0
$16,17539,283 mi

Glidden, IA

2015 Toyota RAV4 Limited

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

2015 Toyota RAV4 Limited

Glidden, IA

Fair PriceLimited · 11
$16,854114,032 mi

Market: $13,995 – $22,294

Comparison: 11 similar vehicles

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

Glidden, IA

2013 Chevrolet Camaro 2LT

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

2013 Chevrolet Camaro 2LT

Glidden, IA

Unscored
$17,16271,482 mi

Comparison: 7 similar vehicles

Glidden, IA

2009 Chevrolet Silverado 2500HD Work Truck

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

2009 Chevrolet Silverado 2500HD Work Truck

Glidden, IA

Unscored
$17,675119,560 mi

Comparison: 5 similar vehicles

Glidden, IA

2024 Chevrolet Malibu 1FL

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

2024 Chevrolet Malibu 1FL

Glidden, IA

UnscoredInsufficient · 0
$18,67541,964 mi

Glidden, IA

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Glidden, IA

Fair PriceLimited · 13
$19,175102,085 mi

Market: $18,030 – $22,990

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Glidden, IA

2023 Nissan Murano S

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

2023 Nissan Murano S

Glidden, IA

UnscoredInsufficient · 0
$19,67557,331 mi

Glidden, IA

2020 Buick Enclave Essence

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

2020 Buick Enclave Essence

Glidden, IA

Fair PriceModerate · 39
$19,98486,857 mi

Market: $11,914 – $22,902

Comparison: 39 similar vehicles

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

Glidden, IA

2023 Volkswagen Tiguan S

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

2023 Volkswagen Tiguan S

Glidden, IA

Unscored
$20,67525,722 mi

Comparison: 8 similar vehicles

Glidden, IA

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Glidden, IA

UnscoredInsufficient · 0
$21,17516,605 mi

Glidden, IA

2022 Buick Enclave Premium

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

2022 Buick Enclave Premium

Glidden, IA

Fair PriceModerate · 41
$21,17591,076 mi

Market: $16,000 – $27,476

Comparison: 41 similar vehicles

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

Glidden, IA

2010 Ford F-350 Super Duty XLT

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

2010 Ford F-350 Super Duty XLT

Glidden, IA

UnscoredInsufficient · 0
$21,175102,642 mi

Glidden, IA

2019 Volkswagen Atlas SE w/Tech

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

2019 Volkswagen Atlas SE w/Tech

Glidden, IA

UnscoredInsufficient · 0
$21,50644,987 mi

Glidden, IA

2024 Buick Encore GX Preferred

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

2024 Buick Encore GX Preferred

Glidden, IA

UnscoredInsufficient · 0
$22,10129,265 mi

Glidden, IA

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Glidden, IA

Fair PriceRobust · 60
$22,17578,437 mi

Market: $19,950 – $24,497

Comparison: 60 similar vehicles

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

Glidden, IA

2018 RAM 1500 Pickup Big Horn

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

2018 RAM 1500 Pickup Big Horn

Glidden, IA

Fair PriceModerate · 46
$22,175107,293 mi

Market: $12,995 – $24,995

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Glidden, IA

2017 Jeep Wrangler Unlimited Rubicon

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

2017 Jeep Wrangler Unlimited Rubicon

Glidden, IA

Fair PriceModerate · 25
$22,90769,422 mi

Market: $15,995 – $26,179

Comparison: 25 similar vehicles

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

Glidden, IA

2024 Dodge Hornet GT

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

2024 Dodge Hornet GT

Glidden, IA

UnscoredInsufficient · 3
$23,3389,740 mi

Comparison: 3 similar vehicles

Glidden, IA

2019 Nissan Titan PRO-4X

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

2019 Nissan Titan PRO-4X

Glidden, IA

Unscored
$23,675103,698 mi

Comparison: 7 similar vehicles

Glidden, IA

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Glidden, IA

Fair PriceRobust · 60
$24,33061,565 mi

Market: $19,950 – $24,497

Comparison: 60 similar vehicles

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

Glidden, IA

2023 Jeep Compass Limited

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

2023 Jeep Compass Limited

Glidden, IA

UnscoredInsufficient · 0
$24,6758,510 mi

Glidden, IA

2020 Chevrolet Silverado 1500 LT

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

2020 Chevrolet Silverado 1500 LT

Glidden, IA

UnscoredInsufficient · 3
$25,17597,204 mi

Comparison: 3 similar vehicles

Glidden, IA

2019 Toyota Sienna XLE

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

2019 Toyota Sienna XLE

Glidden, IA

Unscored
$25,17590,386 mi

Comparison: 5 similar vehicles

Glidden, IA

2023 Chevrolet Blazer 2LT

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

2023 Chevrolet Blazer 2LT

Glidden, IA

Fair PriceModerate · 43
$26,10824,988 mi

Market: $24,750 – $29,990

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Glidden, IA

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Glidden, IA

Fair PriceRobust · 184
$26,44824,958 mi

Market: $23,998 – $30,935

Comparison: 184 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Glidden, IA

2023 Nissan Rogue SL

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

2023 Nissan Rogue SL

Glidden, IA

Fair PriceModerate · 39
$26,47531,403 mi

Market: $25,806 – $28,872

Comparison: 39 similar vehicles

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

Glidden, IA

2022 Mazda CX-5 S Premium package

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

2022 Mazda CX-5 S Premium package

Glidden, IA

UnscoredInsufficient · 0
$26,67520,144 mi

Glidden, IA

2019 Chevrolet Colorado Z71

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

2019 Chevrolet Colorado Z71

Glidden, IA

UnscoredInsufficient · 3
$28,02052,183 mi

Comparison: 3 similar vehicles

Glidden, IA

2023 Hyundai Santa Fe Calligraphy

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

2023 Hyundai Santa Fe Calligraphy

Glidden, IA

Unscored
$28,67542,401 mi

Comparison: 16 similar vehicles

Glidden, IA

2023 Dodge Charger SXT

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

2023 Dodge Charger SXT

Glidden, IA

UnscoredInsufficient · 3
$28,89130,070 mi

Comparison: 3 similar vehicles

Glidden, IA

2023 Jeep Grand Cherokee Altitude

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

2023 Jeep Grand Cherokee Altitude

Glidden, IA

Fair PriceRobust · 62
$28,91437,684 mi

Market: $28,048 – $31,694

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Glidden, IA

2020 Chevrolet Silverado 1500 LTZ

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

2020 Chevrolet Silverado 1500 LTZ

Glidden, IA

Fair PriceRobust · 130
$29,175105,053 mi

Market: $21,950 – $38,895

Comparison: 130 similar vehicles

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

Glidden, IA

2026 GMC Terrain Elevation

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

2026 GMC Terrain Elevation

Glidden, IA

Fair PriceRobust · 125
$29,54015,860 mi

Market: $26,998 – $33,173

Comparison: 125 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Glidden, IA

2023 Jeep Grand Cherokee Limited

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

2023 Jeep Grand Cherokee Limited

Glidden, IA

Fair PriceRobust · 94
$29,88734,490 mi

Market: $26,495 – $32,348

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Glidden, IA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Glidden, IA

Unscored
$30,17519,318 mi

Comparison: 8 similar vehicles

Glidden, IA

2023 Jeep Grand Cherokee Limited

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

2023 Jeep Grand Cherokee Limited

Glidden, IA

Fair PriceModerate · 37
$31,05824,080 mi

Market: $28,169 – $36,425

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Glidden, IA

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Glidden, IA

Fair PriceLimited · 13
$31,17599,669 mi

Market: $29,672 – $39,140

Comparison: 13 similar vehicles

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

Glidden, IA

2021 GMC Sierra 1500 Denali

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

2021 GMC Sierra 1500 Denali

Glidden, IA

Fair PriceRobust · 93
$32,175108,181 mi

Market: $22,995 – $45,215

Comparison: 93 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Glidden, IA

2020 Ford Expedition XLT

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

2020 Ford Expedition XLT

Glidden, IA

UnscoredInsufficient · 3
$32,17554,282 mi

Comparison: 3 similar vehicles

Glidden, IA

2018 GMC Yukon XL SLT

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

2018 GMC Yukon XL SLT

Glidden, IA

OverpricedModerate · 20
$32,17569,249 mi

Market: $18,589 – $30,000

Comparison: 20 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Glidden, IA

2019 Chevrolet Tahoe Premier

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

2019 Chevrolet Tahoe Premier

Glidden, IA

Fair PriceRobust · 131
$33,86382,919 mi

Market: $20,298 – $35,832

Comparison: 131 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Glidden, IA

2021 Chevrolet Silverado 1500 LT Trail Boss

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

2021 Chevrolet Silverado 1500 LT Trail Boss

Glidden, IA

Fair PriceRobust · 91
$34,17586,250 mi

Market: $26,000 – $38,401

Comparison: 91 similar vehicles

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

Glidden, IA

2024 Chevrolet Blazer RS

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

2024 Chevrolet Blazer RS

Glidden, IA

Unscored
$34,73342,588 mi

Comparison: 6 similar vehicles

Glidden, 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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.