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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 · October 30, 2026

6M+

Unique vehicles analyzed

as of October 30, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

45 listings found

2011 RAM Dakota Big Horn (Lone Star)

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

2011 RAM Dakota Big Horn (Lone Star)

Hardin, IL

Unscored
$3,995216,040 mi

Comparison: 16 similar vehicles

Hardin, IL

2010 Ford F-150 Lariat

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

2010 Ford F-150 Lariat

Hardin, IL

Unscored
$5,995265,835 mi

Comparison: 8 similar vehicles

Hardin, IL

2016 Dodge Grand Caravan SXT Plus

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

2016 Dodge Grand Caravan SXT Plus

Hardin, IL

UnscoredInsufficient · 3
$9,99594,028 mi

Comparison: 3 similar vehicles

Hardin, IL

2012 RAM 1500 Pickup Big Horn/Lone Star

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

2012 RAM 1500 Pickup Big Horn/Lone Star

Hardin, IL

UnscoredInsufficient · 0
$10,995155,612 mi

Hardin, IL

2004 Ford Excursion XLT

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

2004 Ford Excursion XLT

Hardin, IL

UnscoredInsufficient · 0
$10,995253,157 mi

Hardin, 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

Hardin, IL

Unscored
$11,995292,377 mi

Comparison: 14 similar vehicles

Hardin, IL

2022 Chrysler Pacifica Touring L

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

2022 Chrysler Pacifica Touring L

Hardin, IL

Fair PriceLimited · 16
$20,99582,855 mi

Market: $15,158 – $23,358

Comparison: 16 similar vehicles

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

Hardin, IL

2024 Jeep Compass Limited

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

2024 Jeep Compass Limited

Hardin, IL

Fair PriceModerate · 22
$22,99566,759 mi

Market: $20,097 – $25,290

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Hardin, IL

2024 Chrysler Voyager LX

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

2024 Chrysler Voyager LX

Hardin, IL

UnscoredInsufficient · 4
$23,99549,717 mi

Comparison: 4 similar vehicles

Hardin, IL

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

Hardin, IL

Unscored
$24,99573,910 mi

Comparison: 5 similar vehicles

Hardin, IL

2025 Buick Envista Sport Touring

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

2025 Buick Envista Sport Touring

Hardin, IL

UnscoredInsufficient · 3
$25,9951,463 mi

Comparison: 3 similar vehicles

Hardin, IL

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Hardin, IL

Fair PriceLimited · 14
$25,99551,575 mi

Market: $21,595 – $30,245

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 161 days listed (based on current market benchmarks)

Hardin, IL

2022 Kia Sorento SX

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

2022 Kia Sorento SX

Hardin, IL

UnscoredInsufficient · 3
$26,99548,266 mi

Comparison: 3 similar vehicles

Hardin, IL

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Hardin, IL

Fair PriceModerate · 44
$28,99541,732 mi

Market: $23,690 – $33,125

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 281 days listed (based on current market benchmarks)

Hardin, IL

2026 Jeep Compass Latitude Altitude

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

2026 Jeep Compass Latitude Altitude

Hardin, IL

Fair PriceRobust · 98
$29,660Mileage not verified

Market: $22,987 – $33,527

Comparison: 98 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 196 days listed (based on current market benchmarks)

Hardin, IL

2019 Jeep Wrangler Unlimited Rubicon

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

2019 Jeep Wrangler Unlimited Rubicon

Hardin, IL

Fair PriceLimited · 11
$29,99558,411 mi

Market: $27,999 – $30,763

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 318 days listed (based on current market benchmarks)

Hardin, IL

2027 Jeep Compass Altitude

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

2027 Jeep Compass Altitude

Hardin, IL

UnscoredInsufficient · 4
$34,200Mileage not verified

Comparison: 4 similar vehicles

Hardin, IL

2027 Jeep Compass Altitude

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

2027 Jeep Compass Altitude

Hardin, IL

UnscoredInsufficient · 4
$34,795Mileage not verified

Comparison: 4 similar vehicles

Hardin, IL

2026 Dodge Durango GT

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

2026 Dodge Durango GT

Hardin, IL

Unscored
$34,99522,206 mi

Comparison: 7 similar vehicles

Hardin, IL

2026 Jeep Cherokee Laredo

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

2026 Jeep Cherokee Laredo

Hardin, IL

Fair PriceModerate · 36
$35,495Mileage not verified

Market: $27,546 – $43,746

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 281 days listed (based on current market benchmarks)

Hardin, IL

2025 Jeep Wrangler 4-Door Sahara

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

2025 Jeep Wrangler 4-Door Sahara

Hardin, IL

Fair PriceModerate · 34
$35,99530,040 mi

Market: $31,800 – $39,280

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 375 days listed (based on current market benchmarks)

Hardin, IL

2026 Chrysler Pacifica Select

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

2026 Chrysler Pacifica Select

Hardin, IL

Fair PriceModerate · 32
$40,995Mileage not verified

Market: $37,098 – $48,466

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 308 days listed (based on current market benchmarks)

Hardin, IL

2026 Jeep Grand Cherokee Laredo

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

2026 Jeep Grand Cherokee Laredo

Hardin, IL

Fair PriceModerate · 47
$42,951Mileage not verified

Market: $34,327 – $49,176

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 160 days listed (based on current market benchmarks)

Hardin, IL

2026 RAM 1500 Pickup Big Horn/Lone Star

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

2026 RAM 1500 Pickup Big Horn/Lone Star

Hardin, IL

Fair PriceLimited · 11
$43,99520,399 mi

Market: $42,350 – $43,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Hardin, IL

2026 Jeep Grand Cherokee L Limited

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

2026 Jeep Grand Cherokee L Limited

Hardin, IL

Fair PriceLimited · 18
$44,689125 mi

Market: $41,389 – $52,165

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Hardin, IL

2027 Jeep Grand Cherokee Laredo

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

2027 Jeep Grand Cherokee Laredo

Hardin, IL

Fair PriceRobust · 95
$45,795Mileage not verified

Market: $41,360 – $50,828

Comparison: 95 similar vehicles

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

Hardin, IL

2024 Jeep Wagoneer L Series III

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

2024 Jeep Wagoneer L Series III

Hardin, IL

UnscoredInsufficient · 3
$45,99552,699 mi

Comparison: 3 similar vehicles

Hardin, IL

2024 Ford Bronco 4-Door Badlands

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

2024 Ford Bronco 4-Door Badlands

Hardin, IL

Fair PriceLimited · 17
$45,99516,994 mi

Market: $44,914 – $51,264

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Hardin, IL

2027 Jeep Grand Cherokee Limited

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

2027 Jeep Grand Cherokee Limited

Hardin, IL

Fair PriceRobust · 65
$49,495Mileage not verified

Market: $43,379 – $55,710

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Hardin, IL

2027 Chrysler Pacifica Limited

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

2027 Chrysler Pacifica Limited

Hardin, IL

Fair PriceLimited · 13
$50,795281 mi

Market: $42,838 – $53,964

Comparison: 13 similar vehicles

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

Hardin, IL

2026 RAM 1500 Pickup Big Horn/Lone Star

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

2026 RAM 1500 Pickup Big Horn/Lone Star

Hardin, IL

Fair PriceRobust · 143
$52,462128 mi

Market: $40,280 – $87,618

Comparison: 143 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 149 days listed (based on current market benchmarks)

Hardin, IL

2027 Dodge Durango GT HEMI Plus V8

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

2027 Dodge Durango GT HEMI Plus V8

Hardin, IL

Fair PriceModerate · 35
$52,495Mileage not verified

Market: $45,878 – $58,198

Comparison: 35 similar vehicles

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

Hardin, IL

2026 RAM 1500 Pickup Big Horn/Lone Star

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

2026 RAM 1500 Pickup Big Horn/Lone Star

Hardin, IL

Fair PriceRobust · 143
$52,986154 mi

Market: $40,280 – $87,618

Comparison: 143 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 144 days listed (based on current market benchmarks)

Hardin, IL

2027 Jeep Grand Cherokee L Limited

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

2027 Jeep Grand Cherokee L Limited

Hardin, IL

Fair PriceModerate · 41
$54,715Mileage not verified

Market: $50,365 – $56,505

Comparison: 41 similar vehicles

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

Hardin, IL

2026 RAM 1500 Pickup Big Horn/Lone Star

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

2026 RAM 1500 Pickup Big Horn/Lone Star

Hardin, IL

Fair PriceRobust · 143
$55,300Mileage not verified

Market: $40,280 – $87,618

Comparison: 143 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 172 days listed (based on current market benchmarks)

Hardin, IL

2027 Jeep Grand Cherokee L Limited Reserve

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

2027 Jeep Grand Cherokee L Limited Reserve

Hardin, IL

Fair PriceModerate · 31
$55,495Mileage not verified

Market: $47,726 – $58,560

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Hardin, IL

2026 Jeep Wrangler 4-Door Sport

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

2026 Jeep Wrangler 4-Door Sport

Hardin, IL

Fair PriceModerate · 27
$56,615Mileage not verified

Market: $34,085 – $56,915

Comparison: 27 similar vehicles

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

Hardin, IL

2026 RAM 2500 Pickup Tradesman/Black Express

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

2026 RAM 2500 Pickup Tradesman/Black Express

Hardin, IL

Fair PriceModerate · 37
$58,828Mileage not verified

Market: $50,860 – $68,844

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

Hardin, IL

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Hardin, IL

Fair PriceRobust · 87
$61,810Mileage not verified

Market: $55,277 – $67,882

Comparison: 87 similar vehicles

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

Hardin, IL

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Hardin, IL

Fair PriceRobust · 87
$61,810Mileage not verified

Market: $55,277 – $67,882

Comparison: 87 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Hardin, IL

2026 RAM 2500 Pickup Big Horn

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

2026 RAM 2500 Pickup Big Horn

Hardin, IL

Fair PriceRobust · 51
$65,181Mileage not verified

Market: $49,616 – $77,923

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 315 days listed (based on current market benchmarks)

Hardin, IL

2027 RAM 2500 Pickup Tradesman

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

2027 RAM 2500 Pickup Tradesman

Hardin, IL

Fair PriceLimited · 16
$70,995Mileage not verified

Market: $56,698 – $72,070

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Hardin, IL

2027 RAM 1500 Pickup Laramie

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

2027 RAM 1500 Pickup Laramie

Hardin, IL

Fair PriceRobust · 63
$74,910Mileage not verified

Market: $66,919 – $91,227

Comparison: 63 similar vehicles

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

Hardin, IL

2027 RAM 2500 Pickup Laramie

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

2027 RAM 2500 Pickup Laramie

Hardin, IL

Unscored
$75,655Mileage not verified

Comparison: 6 similar vehicles

Hardin, IL

2026 RAM 2500 Pickup Laramie

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

2026 RAM 2500 Pickup Laramie

Hardin, IL

Unscored
$76,405Mileage not verified

Comparison: 7 similar vehicles

Hardin, IL

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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