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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 12, 2026

7.2M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

58 listings found

1997 Ford Explorer LIMITED

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

1997 Ford Explorer LIMITED

Chamberlain, SD

UnscoredInsufficient · 0
$3,288178,841 mi

Chamberlain, SD

1996 Ford Explorer XL

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

1996 Ford Explorer XL

Chamberlain, SD

UnscoredInsufficient · 0
$3,988158,002 mi

Chamberlain, SD

1995 Ford Explorer XL

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

1995 Ford Explorer XL

Chamberlain, SD

UnscoredInsufficient · 0
$3,998170,746 mi

Chamberlain, SD

2002 Ford F-150 XLT

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

2002 Ford F-150 XLT

Chamberlain, SD

UnscoredInsufficient · 4
$4,400278,506 mi

Comparison: 4 similar vehicles

Chamberlain, SD

2005 Ford Focus ZX4 S

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

2005 Ford Focus ZX4 S

Chamberlain, SD

UnscoredInsufficient · 0
$4,988127,604 mi

Chamberlain, SD

2002 Ford F-150 XLT

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

2002 Ford F-150 XLT

Chamberlain, SD

UnscoredInsufficient · 4
$4,988187,283 mi

Comparison: 4 similar vehicles

Chamberlain, SD

2001 Ford Explorer XLT

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

2001 Ford Explorer XLT

Chamberlain, SD

UnscoredInsufficient · 0
$4,98886,426 mi

Chamberlain, SD

2000 Ford Explorer XLS

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

2000 Ford Explorer XLS

Chamberlain, SD

UnscoredInsufficient · 0
$4,98870,112 mi

Chamberlain, SD

1999 Ford Explorer LIMITED

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

1999 Ford Explorer LIMITED

Chamberlain, SD

UnscoredInsufficient · 0
$4,988169,457 mi

Chamberlain, SD

1999 Ford Explorer Sport

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

1999 Ford Explorer Sport

Chamberlain, SD

UnscoredInsufficient · 0
$4,988168,146 mi

Chamberlain, SD

1997 Ford Thunderbird

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

1997 Ford Thunderbird

Chamberlain, SD

UnscoredInsufficient · 0
$4,988108,530 mi

Chamberlain, SD

1997 Ford Explorer XLT

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

1997 Ford Explorer XLT

Chamberlain, SD

UnscoredInsufficient · 0
$4,988123,898 mi

Chamberlain, SD

2013 Ford Transit Connect XLT

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

2013 Ford Transit Connect XLT

Chamberlain, SD

UnscoredInsufficient · 0
$5,988188,621 mi

Chamberlain, SD

2008 Ford Fusion S

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

2008 Ford Fusion S

Chamberlain, SD

UnscoredInsufficient · 0
$5,98861,421 mi

Chamberlain, SD

2004 Ford Expedition XLT NBX

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

2004 Ford Expedition XLT NBX

Chamberlain, SD

UnscoredInsufficient · 0
$5,988162,396 mi

Chamberlain, SD

1999 Ford F-150 LARIAT

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

1999 Ford F-150 LARIAT

Chamberlain, SD

UnscoredInsufficient · 3
$6,988101,869 mi

Comparison: 3 similar vehicles

Chamberlain, SD

1997 Ford F-150 XLT

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

1997 Ford F-150 XLT

Chamberlain, SD

UnscoredInsufficient · 0
$6,988160,687 mi

Chamberlain, SD

2009 Ford Focus SE

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

2009 Ford Focus SE

Chamberlain, SD

UnscoredInsufficient · 0
$7,99020,286 mi

Chamberlain, SD

2020 Ford F-150 XL

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

2020 Ford F-150 XL

Chamberlain, SD

Unscored
$8,988180,035 mi

Comparison: 18 similar vehicles

Chamberlain, SD

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Chamberlain, SD

Unscored
$9,995133,143 mi

Comparison: 37 similar vehicles

Chamberlain, SD

2014 Ford Expedition XLT

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

2014 Ford Expedition XLT

Chamberlain, SD

UnscoredInsufficient · 0
$10,900158,124 mi

Chamberlain, SD

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Chamberlain, SD

Unscored
$12,500125,700 mi

Comparison: 18 similar vehicles

Chamberlain, SD

2018 Ford Escape SE

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

2018 Ford Escape SE

Chamberlain, SD

UnscoredInsufficient · 0
$13,00044,550 mi

Chamberlain, SD

2018 Ford Expedition XLT

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

2018 Ford Expedition XLT

Chamberlain, SD

Unscored
$16,500134,902 mi

Comparison: 5 similar vehicles

Chamberlain, SD

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Chamberlain, SD

Unscored
$19,990196,196 mi

Comparison: 21 similar vehicles

Chamberlain, SD

2019 Ford Expedition XLT

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

2019 Ford Expedition XLT

Chamberlain, SD

Unscored
$24,50098,888 mi

Comparison: 7 similar vehicles

Chamberlain, SD

2024 Ford Edge SE

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

2024 Ford Edge SE

Chamberlain, SD

UnscoredInsufficient · 0
$24,97531,692 mi

Chamberlain, SD

2012 Ford F-250 Super Duty XLT

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

2012 Ford F-250 Super Duty XLT

Chamberlain, SD

UnscoredInsufficient · 0
$26,450153,338 mi

Chamberlain, SD

2022 Ford Expedition XLT

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

2022 Ford Expedition XLT

Chamberlain, SD

UnscoredInsufficient · 4
$31,500118,365 mi

Comparison: 4 similar vehicles

Chamberlain, SD

2025 Ford Bronco Sport Badlands

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

2025 Ford Bronco Sport Badlands

Chamberlain, SD

UnscoredInsufficient · 0
$33,00025,690 mi

Chamberlain, SD

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Chamberlain, SD

UnscoredInsufficient · 4
$33,575127,816 mi

Comparison: 4 similar vehicles

Chamberlain, SD

2022 Ford F-150 Lariat

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

2022 Ford F-150 Lariat

Chamberlain, SD

Fair PriceModerate · 44
$33,75083,390 mi

Market: $25,800 – $45,900

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 544 days listed (based on current market benchmarks)

Chamberlain, SD

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

Chamberlain, SD

Fair PriceLimited · 17
$34,240Mileage not verified

Market: $32,912 – $37,240

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 231 days listed (based on current market benchmarks)

Chamberlain, SD

2015 Ford F-350 Super Duty Lariat

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

2015 Ford F-350 Super Duty Lariat

Chamberlain, SD

Unscored
$35,500134,353 mi

Comparison: 5 similar vehicles

Chamberlain, SD

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Chamberlain, SD

Fair PriceModerate · 22
$36,75064,820 mi

Market: $34,174 – $37,599

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 202 days listed (based on current market benchmarks)

Chamberlain, SD

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

Chamberlain, SD

Unscored
$37,65025,562 mi

Comparison: 7 similar vehicles

Chamberlain, SD

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

Chamberlain, SD

Fair PriceRobust · 50
$37,69026,050 mi

Market: $34,567 – $45,705

Comparison: 50 similar vehicles

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

Chamberlain, SD

2012 Ford F-350 Super Duty Lariat

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

2012 Ford F-350 Super Duty Lariat

Chamberlain, SD

UnscoredInsufficient · 0
$37,85075,705 mi

Chamberlain, SD

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Chamberlain, SD

Fair PriceLimited · 18
$38,85034,811 mi

Market: $36,064 – $64,937

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1042 days listed (based on current market benchmarks)

Chamberlain, SD

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Chamberlain, SD

Fair PriceRobust · 89
$38,995Mileage not verified

Market: $29,733 – $39,616

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 343 days listed (based on current market benchmarks)

Chamberlain, SD

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

Chamberlain, SD

Fair PriceRobust · 54
$39,35042,072 mi

Market: $32,700 – $41,819

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 225 days listed (based on current market benchmarks)

Chamberlain, SD

2021 Ford F-150 Lariat

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

2021 Ford F-150 Lariat

Chamberlain, SD

Fair PriceModerate · 35
$40,79562,693 mi

Market: $27,995 – $40,799

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Chamberlain, SD

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Chamberlain, SD

Fair PriceRobust · 50
$41,85037,936 mi

Market: $35,900 – $43,192

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 279 days listed (based on current market benchmarks)

Chamberlain, SD

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Chamberlain, SD

Fair PriceLimited · 14
$43,50021,584 mi

Market: $38,999 – $44,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 328 days listed (based on current market benchmarks)

Chamberlain, SD

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

Chamberlain, SD

UnscoredInsufficient · 0
$49,50029,912 mi

Chamberlain, SD

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

Chamberlain, SD

Fair PriceModerate · 31
$49,87544,675 mi

Market: $43,307 – $54,596

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Chamberlain, SD

2024 Ford Bronco 4-Door Outer Banks

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

2024 Ford Bronco 4-Door Outer Banks

Chamberlain, SD

UnscoredInsufficient · 0
$52,875Mileage not verified

Chamberlain, SD

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

Chamberlain, SD

Unscored
$54,165Mileage not verified

Comparison: 6 similar vehicles

Chamberlain, SD

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

Chamberlain, SD

Fair PriceLimited · 14
$55,888Mileage not verified

Market: $55,326 – $58,847

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Chamberlain, SD

2024 Ford F-150 Lariat

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

2024 Ford F-150 Lariat

Chamberlain, SD

Fair PriceModerate · 20
$56,97515,902 mi

Market: $50,999 – $59,995

Comparison: 20 similar vehicles

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

Chamberlain, SD

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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