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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

51 listings found

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Sparta, IL

Fair PriceModerate · 22
$14,97099,453 mi

Market: $10,200 – $19,650

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Sparta, IL

2023 Ford Escape ST-Line

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

2023 Ford Escape ST-Line

Sparta, IL

Fair PriceModerate · 39
$21,21575,023 mi

Market: $17,098 – $24,675

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Sparta, IL

2022 Ford Explorer Limited

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

2022 Ford Explorer Limited

Sparta, IL

Unscored
$23,215134,908 mi

Comparison: 22 similar vehicles

Sparta, IL

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Sparta, IL

UnscoredInsufficient · 4
$23,29567,056 mi

Comparison: 4 similar vehicles

Sparta, IL

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Sparta, IL

Fair PriceLimited · 18
$29,21521,148 mi

Market: $25,348 – $29,592

Comparison: 18 similar vehicles

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

Sparta, IL

2020 Ford Ranger XLT

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

2020 Ford Ranger XLT

Sparta, IL

OverpricedModerate · 38
$29,21562,412 mi

Market: $19,610 – $27,500

Comparison: 38 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Sparta, IL

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Sparta, IL

Fair PriceRobust · 68
$31,2159,929 mi

Market: $25,407 – $37,780

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Sparta, IL

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Sparta, IL

Fair PriceRobust · 227
$31,291Mileage not verified

Market: $30,530 – $40,551

Comparison: 227 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Sparta, 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

Sparta, IL

Fair PriceRobust · 225
$32,140Mileage not verified

Market: $28,576 – $39,375

Comparison: 225 similar vehicles

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

Sparta, IL

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Sparta, IL

Fair PriceRobust · 227
$33,343Mileage not verified

Market: $30,530 – $40,551

Comparison: 227 similar vehicles

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

Sparta, IL

2025 Ford Maverick Tremor

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

2025 Ford Maverick Tremor

Sparta, IL

UnscoredInsufficient · 0
$37,21534,372 mi

Sparta, IL

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Sparta, IL

Fair PriceRobust · 149
$37,314Mileage not verified

Market: $31,783 – $42,484

Comparison: 149 similar vehicles

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

Sparta, IL

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Sparta, IL

Fair PriceModerate · 30
$37,725Mileage not verified

Market: $35,442 – $42,095

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Sparta, IL

2023 Ford Mustang Mach-E GT AWD

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

2023 Ford Mustang Mach-E GT AWD

Sparta, IL

UnscoredInsufficient · 0
$38,630Mileage not verified

Sparta, IL

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Sparta, IL

Fair PriceRobust · 95
$39,309Mileage not verified

Market: $36,592 – $48,735

Comparison: 95 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Sparta, IL

2026 Ford Maverick Lobo Premium

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

2026 Ford Maverick Lobo Premium

Sparta, IL

UnscoredInsufficient · 4
$40,524Mileage not verified

Comparison: 4 similar vehicles

Sparta, IL

2024 Ford F-150 STX

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

2024 Ford F-150 STX

Sparta, IL

Fair PriceRobust · 55
$41,21520,970 mi

Market: $35,907 – $44,497

Comparison: 55 similar vehicles

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

Sparta, 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

Sparta, IL

Fair PriceLimited · 13
$42,21530,457 mi

Market: $34,308 – $44,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Sparta, IL

2025 Ford Explorer Platinum

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

2025 Ford Explorer Platinum

Sparta, IL

UnscoredInsufficient · 4
$43,72028,182 mi

Comparison: 4 similar vehicles

Sparta, IL

2024 Ford F-250 Super Duty XLT

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

2024 Ford F-250 Super Duty XLT

Sparta, IL

UnscoredInsufficient · 4
$43,720100,694 mi

Comparison: 4 similar vehicles

Sparta, 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

Sparta, IL

Fair PriceRobust · 144
$44,333Mileage not verified

Market: $41,212 – $69,145

Comparison: 144 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 138 days listed (based on current market benchmarks)

Sparta, IL

2026 Ford Bronco 4-Door Big Bend

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

2026 Ford Bronco 4-Door Big Bend

Sparta, IL

Fair PriceRobust · 146
$44,664Mileage not verified

Market: $39,606 – $58,378

Comparison: 146 similar vehicles

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

Sparta, IL

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Sparta, IL

Fair PriceRobust · 203
$45,802Mileage not verified

Market: $31,070 – $50,725

Comparison: 203 similar vehicles

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

Sparta, IL

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Sparta, IL

UnscoredInsufficient · 4
$45,995Mileage not verified

Comparison: 4 similar vehicles

Sparta, IL

2025 Ford Bronco 4-Door Big Bend

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

2025 Ford Bronco 4-Door Big Bend

Sparta, IL

UnscoredInsufficient · 0
$47,311Mileage not verified

Sparta, IL

2022 Ford Expedition Platinum

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

2022 Ford Expedition Platinum

Sparta, IL

UnscoredInsufficient · 4
$48,72073,276 mi

Comparison: 4 similar vehicles

Sparta, IL

2022 Ford F-250 Super Duty XLT

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

2022 Ford F-250 Super Duty XLT

Sparta, IL

UnscoredInsufficient · 3
$50,21557,804 mi

Comparison: 3 similar vehicles

Sparta, IL

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Sparta, IL

UnscoredInsufficient · 4
$53,569Mileage not verified

Comparison: 4 similar vehicles

Sparta, IL

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Sparta, IL

UnscoredInsufficient · 4
$53,899Mileage not verified

Comparison: 4 similar vehicles

Sparta, IL

2022 Ford Expedition Platinum

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

2022 Ford Expedition Platinum

Sparta, IL

UnscoredInsufficient · 4
$53,97062,182 mi

Comparison: 4 similar vehicles

Sparta, IL

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Sparta, IL

Fair PriceRobust · 111
$55,581Mileage not verified

Market: $54,125 – $63,900

Comparison: 111 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Sparta, 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

Sparta, IL

Fair PriceLimited · 12
$56,454Mileage not verified

Market: $54,655 – $85,050

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Sparta, IL

2027 Ford Explorer ST

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

2027 Ford Explorer ST

Sparta, IL

Fair PriceRobust · 115
$56,552Mileage not verified

Market: $56,380 – $65,340

Comparison: 115 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Sparta, IL

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Sparta, IL

Fair PriceRobust · 111
$57,305Mileage not verified

Market: $54,125 – $63,900

Comparison: 111 similar vehicles

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

Sparta, IL

2026 Ford Explorer ST

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

2026 Ford Explorer ST

Sparta, IL

Fair PriceModerate · 29
$57,415Mileage not verified

Market: $53,587 – $69,080

Comparison: 29 similar vehicles

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

Sparta, IL

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Sparta, IL

Fair PriceRobust · 111
$57,451Mileage not verified

Market: $54,125 – $63,900

Comparison: 111 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Sparta, IL

2026 Ford Explorer ST

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

2026 Ford Explorer ST

Sparta, IL

Fair PriceModerate · 29
$57,452Mileage not verified

Market: $53,587 – $69,080

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Sparta, IL

2026 Ford Explorer Tremor

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

2026 Ford Explorer Tremor

Sparta, IL

Fair PriceRobust · 51
$58,227200 mi

Market: $44,835 – $60,376

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 289 days listed (based on current market benchmarks)

Sparta, IL

2023 Ford F-350 Super Duty Chassis Cab XL

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

2023 Ford F-350 Super Duty Chassis Cab XL

Sparta, IL

UnscoredInsufficient · 0
$59,720Mileage not verified

Sparta, IL

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Sparta, IL

UnscoredInsufficient · 4
$59,842Mileage not verified

Comparison: 4 similar vehicles

Sparta, IL

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Sparta, IL

UnscoredInsufficient · 4
$60,952Mileage not verified

Comparison: 4 similar vehicles

Sparta, IL

2024 Ford F-150 Platinum

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

2024 Ford F-150 Platinum

Sparta, IL

Fair PriceModerate · 29
$61,72024,478 mi

Market: $57,128 – $63,900

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 268 days listed (based on current market benchmarks)

Sparta, IL

2026 Ford Bronco 4-Door Badlands

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

2026 Ford Bronco 4-Door Badlands

Sparta, IL

Fair PriceModerate · 41
$62,093Mileage not verified

Market: $54,433 – $71,772

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 277 days listed (based on current market benchmarks)

Sparta, 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

Sparta, IL

Fair PriceRobust · 179
$62,792Mileage not verified

Market: $57,090 – $90,785

Comparison: 179 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Sparta, 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

Sparta, IL

Fair PriceModerate · 34
$63,069Mileage not verified

Market: $47,000 – $84,145

Comparison: 34 similar vehicles

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

Sparta, 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

Sparta, IL

Fair PriceModerate · 34
$68,049Mileage not verified

Market: $47,000 – $84,145

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 192 days listed (based on current market benchmarks)

Sparta, 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

Sparta, IL

Fair PriceModerate · 34
$68,111Mileage not verified

Market: $47,000 – $84,145

Comparison: 34 similar vehicles

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

Sparta, IL

2027 Ford F-250 Super Duty XLT

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

2027 Ford F-250 Super Duty XLT

Sparta, IL

Fair PriceRobust · 101
$68,333Mileage not verified

Market: $52,710 – $84,122

Comparison: 101 similar vehicles

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

Sparta, 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

Sparta, IL

Fair PriceLimited · 12
$69,940Mileage not verified

Market: $54,655 – $85,050

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Sparta, IL

2024 Ford Bronco 4-Door Raptor

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

2024 Ford Bronco 4-Door Raptor

Sparta, IL

UnscoredInsufficient · 0
$81,965Mileage not verified

Sparta, 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.
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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