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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 19, 2026

6M+

Unique vehicles analyzed

as of October 18, 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

47 listings found

2007 Pontiac Grand Prix GP

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

2007 Pontiac Grand Prix GP

Tuscola, IL

UnscoredInsufficient · 3
$3,995152,887 mi

Comparison: 3 similar vehicles

Tuscola, IL

2011 Ford Mustang V6

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

2011 Ford Mustang V6

Tuscola, IL

UnscoredLimited · 9
$8,995119,770 mi

Comparison: 9 similar vehicles

Tuscola, IL

2007 Dodge Ram 1500 Pickup SLT

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

2007 Dodge Ram 1500 Pickup SLT

Tuscola, IL

Fair PriceLimited · 13
$9,99591,524 mi

Market: $2,500 – $11,445

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Tuscola, IL

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Tuscola, IL

OverpricedLimited · 10
$18,99579,046 mi

Market: $17,707 – $18,389

Comparison: 10 similar vehicles

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

Tuscola, IL

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

Tuscola, IL

UnscoredLimited · 5
$18,995125,735 mi

Comparison: 5 similar vehicles

Tuscola, IL

2014 RAM 1500 Pickup Big Horn/Lone Star

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

2014 RAM 1500 Pickup Big Horn/Lone Star

Tuscola, IL

UnscoredRobust · 68
$18,995157,354 mi

Comparison: 68 similar vehicles

Tuscola, IL

2018 Lincoln Navigator Select

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

2018 Lincoln Navigator Select

Tuscola, IL

UnscoredLimited · 10
$19,995131,050 mi

Comparison: 10 similar vehicles

Tuscola, IL

2024 Nissan Versa Sedan SR

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

2024 Nissan Versa Sedan SR

Tuscola, IL

UnscoredInsufficient · 3
$20,99510,345 mi

Comparison: 3 similar vehicles

Tuscola, IL

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Tuscola, IL

Fair PriceLimited · 14
$21,99589,095 mi

Market: $21,490 – $24,817

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Tuscola, IL

2025 Ford Escape ST-Line

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

2025 Ford Escape ST-Line

Tuscola, IL

Fair PriceRobust · 253
$22,99522,025 mi

Market: $20,090 – $31,930

Comparison: 253 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Tuscola, IL

2024 Volkswagen Tiguan SE

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

2024 Volkswagen Tiguan SE

Tuscola, IL

Fair PriceRobust · 50
$22,99536,495 mi

Market: $20,995 – $25,655

Comparison: 50 similar vehicles

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

Tuscola, IL

2024 Toyota Camry LE

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

2024 Toyota Camry LE

Tuscola, IL

Fair PriceModerate · 45
$23,99564,276 mi

Market: $19,995 – $26,943

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Tuscola, IL

2024 Jeep Grand Cherokee 4xe

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

2024 Jeep Grand Cherokee 4xe

Tuscola, IL

Fair PriceRobust · 230
$24,99564,843 mi

Market: $20,091 – $26,995

Comparison: 230 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Tuscola, IL

2021 Hyundai Palisade Limited

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

2021 Hyundai Palisade Limited

Tuscola, IL

UnscoredInsufficient · 4
$24,99585,430 mi

Comparison: 4 similar vehicles

Tuscola, IL

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Tuscola, IL

Fair PriceRobust · 89
$25,99534,651 mi

Market: $17,900 – $29,405

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Tuscola, IL

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

Tuscola, IL

UnscoredRobust · 532
$25,995139,812 mi

Comparison: 532 similar vehicles

Tuscola, IL

2018 Lincoln Navigator Select

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

2018 Lincoln Navigator Select

Tuscola, IL

UnscoredLimited · 10
$25,995126,617 mi

Comparison: 10 similar vehicles

Tuscola, IL

2018 Ford F-150 Limited

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

2018 Ford F-150 Limited

Tuscola, IL

Fair PriceModerate · 24
$26,99593,389 mi

Market: $27,574 – $38,411

Comparison: 24 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 100 days listed (based on current market benchmarks)

Tuscola, IL

2025 Chrysler Pacifica Limited

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

2025 Chrysler Pacifica Limited

Tuscola, IL

UnscoredLimited · 10
$30,99548,115 mi

Comparison: 10 similar vehicles

Tuscola, IL

2023 Jeep Grand Cherokee L Summit

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

2023 Jeep Grand Cherokee L Summit

Tuscola, IL

UnscoredLimited · 19
$30,995114,997 mi

Comparison: 19 similar vehicles

Tuscola, IL

2022 Ford F-150 Tremor

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

2022 Ford F-150 Tremor

Tuscola, IL

Fair PriceModerate · 27
$33,995104,877 mi

Market: $32,495 – $46,420

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Tuscola, IL

2025 Honda Odyssey Sport L

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

2025 Honda Odyssey Sport L

Tuscola, IL

UnscoredLimited · 7
$34,99540,155 mi

Comparison: 7 similar vehicles

Tuscola, IL

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Tuscola, IL

Fair PriceRobust · 386
$35,250Mileage not verified

Market: $29,078 – $41,963

Comparison: 386 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Tuscola, IL

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Tuscola, IL

Fair PriceModerate · 43
$36,495Mileage not verified

Market: $29,781 – $38,890

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Tuscola, IL

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Tuscola, IL

UnscoredLimited · 6
$37,545Mileage not verified

Comparison: 6 similar vehicles

Tuscola, IL

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Tuscola, IL

UnscoredLimited · 6
$38,230117 mi

Comparison: 6 similar vehicles

Tuscola, IL

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Tuscola, IL

OverpricedModerate · 43
$38,890Mileage not verified

Market: $29,781 – $38,758

Comparison: 43 similar vehicles

Tuscola, IL

2023 Ford Expedition XLT

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

2023 Ford Expedition XLT

Tuscola, IL

Fair PriceModerate · 33
$38,99574,818 mi

Market: $28,998 – $88,866

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Tuscola, IL

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Tuscola, IL

Fair PriceLimited · 15
$41,095Mileage not verified

Market: $38,938 – $49,295

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Tuscola, IL

2023 Ford F-150 Lariat

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

2023 Ford F-150 Lariat

Tuscola, IL

Fair PriceRobust · 163
$42,99575,475 mi

Market: $27,500 – $88,866

Comparison: 163 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Tuscola, IL

2026 Ford Maverick Lariat

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

2026 Ford Maverick Lariat

Tuscola, IL

UnscoredInsufficient · 3
$44,415Mileage not verified

Comparison: 3 similar vehicles

Tuscola, IL

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Tuscola, IL

Fair PriceLimited · 15
$45,620Mileage not verified

Market: $38,938 – $49,295

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Tuscola, IL

2026 Ford Explorer Active

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

2026 Ford Explorer Active

Tuscola, IL

UnscoredInsufficient · 4
$46,610Mileage not verified

Comparison: 4 similar vehicles

Tuscola, IL

2026 Ford Transit Van Base

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

2026 Ford Transit Van Base

Tuscola, IL

UnscoredLimited · 6
$48,210Mileage not verified

Comparison: 6 similar vehicles

Tuscola, IL

2026 Ford F-150 STX

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

2026 Ford F-150 STX

Tuscola, IL

Fair PriceModerate · 29
$50,570Mileage not verified

Market: $42,223 – $77,147

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Tuscola, IL

2026 Ford Ranger Lariat

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

2026 Ford Ranger Lariat

Tuscola, IL

Fair PriceRobust · 277
$51,740Mileage not verified

Market: $44,319 – $88,866

Comparison: 277 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Tuscola, IL

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

Tuscola, IL

UnscoredLimited · 5
$56,910Mileage not verified

Comparison: 5 similar vehicles

Tuscola, IL

2026 Ford Explorer Tremor

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

2026 Ford Explorer Tremor

Tuscola, IL

UnscoredInsufficient · 3
$58,960Mileage not verified

Comparison: 3 similar vehicles

Tuscola, IL

2025 Chevrolet Suburban Z71

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

2025 Chevrolet Suburban Z71

Tuscola, IL

Fair PriceLimited · 19
$58,99546,012 mi

Market: $55,821 – $62,889

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Tuscola, IL

2026 Ford Ranger Raptor

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

2026 Ford Ranger Raptor

Tuscola, IL

UnscoredInsufficient · 4
$59,165Mileage not verified

Comparison: 4 similar vehicles

Tuscola, IL

2024 Chevrolet Tahoe High Country

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

2024 Chevrolet Tahoe High Country

Tuscola, IL

Fair PriceLimited · 16
$59,99562,775 mi

Market: $53,400 – $88,866

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Tuscola, IL

2026 Ford F-150 Lariat

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

2026 Ford F-150 Lariat

Tuscola, IL

Fair PriceModerate · 33
$67,285Mileage not verified

Market: $58,515 – $77,338

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Tuscola, IL

2026 Ford F-250 Super Duty XLT

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

2026 Ford F-250 Super Duty XLT

Tuscola, IL

UnscoredInsufficient · 3
$69,790Mileage not verified

Comparison: 3 similar vehicles

Tuscola, IL

2026 Ford Expedition Active

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

2026 Ford Expedition Active

Tuscola, IL

Fair PriceRobust · 262
$74,890Mileage not verified

Market: $57,795 – $88,866

Comparison: 262 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 205 days listed (based on current market benchmarks)

Tuscola, IL

2026 Ford F-250 Super Duty Lariat

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

2026 Ford F-250 Super Duty Lariat

Tuscola, IL

UnscoredLimited · 7
$82,410Mileage not verified

Comparison: 7 similar vehicles

Tuscola, IL

2026 Ford F-350 Super Duty Lariat

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

2026 Ford F-350 Super Duty Lariat

Tuscola, IL

UnscoredLimited · 9
$82,720Mileage not verified

Comparison: 9 similar vehicles

Tuscola, IL

2026 Ford F-250 Super Duty Lariat

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

2026 Ford F-250 Super Duty Lariat

Tuscola, IL

UnscoredLimited · 7
$83,310Mileage not verified

Comparison: 7 similar vehicles

Tuscola, 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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