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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 8, 2026

7.3M+

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

51 listings found

2010 Ford Focus SE

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

2010 Ford Focus SE

Leander, TX

Unscored
$4,500124,376 mi

Comparison: 9 similar vehicles

Leander, TX

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Leander, TX

Unscored
$4,699200,447 mi

Comparison: 15 similar vehicles

Leander, TX

2008 Ford Expedition Eddie Bauer

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

2008 Ford Expedition Eddie Bauer

Leander, TX

Unscored
$5,500188,480 mi

Comparison: 9 similar vehicles

Leander, TX

2017 Ford Escape SE

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

2017 Ford Escape SE

Leander, TX

Unscored
$5,946134,587 mi

Comparison: 19 similar vehicles

Leander, TX

2000 Ford Ranger XLT

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

2000 Ford Ranger XLT

Leander, TX

UnscoredInsufficient · 0
$6,500128,389 mi

Leander, TX

1997 Ford F-150

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

1997 Ford F-150

Leander, TX

UnscoredInsufficient · 0
$6,995157,608 mi

Leander, TX

2018 Ford Escape SE

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

2018 Ford Escape SE

Leander, TX

Unscored
$9,224102,945 mi

Comparison: 9 similar vehicles

Leander, TX

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Leander, TX

UnscoredInsufficient · 3
$11,72498,378 mi

Comparison: 3 similar vehicles

Leander, TX

2020 Ford Ecosport Titanium

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

2020 Ford Ecosport Titanium

Leander, TX

Unscored
$12,22498,375 mi

Comparison: 7 similar vehicles

Leander, TX

2017 Ford Escape SE

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

2017 Ford Escape SE

Leander, TX

UnscoredInsufficient · 0
$12,99839,349 mi

Leander, TX

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Leander, TX

Unscored
$13,12580,019 mi

Comparison: 6 similar vehicles

Leander, TX

2020 Ford Escape SE

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

2020 Ford Escape SE

Leander, TX

Unscored
$15,24844,012 mi

Comparison: 8 similar vehicles

Leander, TX

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Leander, TX

UnscoredInsufficient · 0
$17,71456,136 mi

Leander, TX

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Leander, TX

Fair PriceModerate · 20
$18,22474,900 mi

Market: $14,990 – $19,878

Comparison: 20 similar vehicles

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

Leander, TX

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

Leander, TX

Unscored
$19,72427,559 mi

Comparison: 7 similar vehicles

Leander, TX

2024 Ford Bronco Sport Big Bend

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

2024 Ford Bronco Sport Big Bend

Leander, TX

Unscored
$19,72547,751 mi

Comparison: 40 similar vehicles

Leander, TX

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Leander, TX

Unscored
$20,22552,713 mi

Comparison: 19 similar vehicles

Leander, TX

2023 Ford E-Series Cutaway Base

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

2023 Ford E-Series Cutaway Base

Leander, TX

Unscored
$23,22562,751 mi

Comparison: 6 similar vehicles

Leander, TX

2024 Ford Mustang EcoBoost Premium

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

2024 Ford Mustang EcoBoost Premium

Leander, TX

UnscoredInsufficient · 3
$23,49953,915 mi

Comparison: 3 similar vehicles

Leander, TX

2023 Ford E-Series Cutaway Base

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

2023 Ford E-Series Cutaway Base

Leander, TX

Unscored
$23,72581,340 mi

Comparison: 6 similar vehicles

Leander, TX

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

Leander, TX

Great DealLimited · 17
$27,415106,447 mi

Market: $33,208 – $41,213

Comparison: 17 similar vehicles

Competitively priced ~17% below the typical range compared to similar vehicles · 143 days listed (based on current market benchmarks)

Leander, TX

2020 Ford Expedition XLT

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

2020 Ford Expedition XLT

Leander, TX

OverpricedLimited · 18
$27,44362,949 mi

Market: $14,500 – $25,995

Comparison: 18 similar vehicles

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

Leander, TX

2017 Ford F-250 Super Duty Platinum

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

2017 Ford F-250 Super Duty Platinum

Leander, TX

Unscored
$28,225241,925 mi

Comparison: 37 similar vehicles

Leander, TX

2021 Ford Expedition Limited

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

2021 Ford Expedition Limited

Leander, TX

Unscored
$29,27479,572 mi

Comparison: 8 similar vehicles

Leander, TX

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Leander, TX

Fair PriceModerate · 42
$29,52513,239 mi

Market: $27,589 – $34,186

Comparison: 42 similar vehicles

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

Leander, TX

2021 Ford F-150 XLT

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

2021 Ford F-150 XLT

Leander, TX

Fair PriceModerate · 28
$29,72582,766 mi

Market: $24,444 – $32,653

Comparison: 28 similar vehicles

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

Leander, TX

2018 Ford F-150 Platinum

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

2018 Ford F-150 Platinum

Leander, TX

Unscored
$30,92587,439 mi

Comparison: 6 similar vehicles

Leander, TX

2025 Ford F-150 XL

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

2025 Ford F-150 XL

Leander, TX

UnscoredInsufficient · 0
$31,72443,729 mi

Leander, TX

2016 Ford F-250 Super Duty Lariat

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

2016 Ford F-250 Super Duty Lariat

Leander, TX

Unscored
$31,921147,526 mi

Comparison: 28 similar vehicles

Leander, TX

2021 Ford F-150 XLT

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

2021 Ford F-150 XLT

Leander, TX

Fair PriceModerate · 22
$32,00049,215 mi

Market: $31,368 – $38,998

Comparison: 22 similar vehicles

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

Leander, TX

2023 Ford Explorer Platinum

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

2023 Ford Explorer Platinum

Leander, TX

UnscoredInsufficient · 4
$32,90967,915 mi

Comparison: 4 similar vehicles

Leander, TX

2025 Ford F-150 XLT

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

2025 Ford F-150 XLT

Leander, TX

Fair PriceLimited · 17
$33,21640,433 mi

Market: $33,220 – $42,350

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 8 days listed (based on current market benchmarks)

Leander, TX

2023 Ford F-150 XL

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

2023 Ford F-150 XL

Leander, TX

Fair PriceRobust · 57
$35,22422,527 mi

Market: $29,122 – $57,995

Comparison: 57 similar vehicles

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

Leander, TX

2020 Ford F-250 Super Duty XL

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

2020 Ford F-250 Super Duty XL

Leander, TX

Fair PriceLimited · 12
$35,224111,827 mi

Market: $17,999 – $35,991

Comparison: 12 similar vehicles

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

Leander, TX

2025 Ford F-150 XLT

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

2025 Ford F-150 XLT

Leander, TX

Fair PriceModerate · 47
$37,01631,089 mi

Market: $31,043 – $42,900

Comparison: 47 similar vehicles

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

Leander, TX

2025 Ford F-150 XLT

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

2025 Ford F-150 XLT

Leander, TX

Fair PriceModerate · 42
$37,14634,158 mi

Market: $31,043 – $42,900

Comparison: 42 similar vehicles

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

Leander, TX

2025 Ford Explorer Platinum

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

2025 Ford Explorer Platinum

Leander, TX

UnscoredInsufficient · 0
$39,52554,928 mi

Leander, TX

2021 Ford Bronco 2-Door First Edition

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

2021 Ford Bronco 2-Door First Edition

Leander, TX

UnscoredInsufficient · 3
$42,01639,813 mi

Comparison: 3 similar vehicles

Leander, TX

2023 Ford F-350 Super Duty XLT

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

2023 Ford F-350 Super Duty XLT

Leander, TX

UnscoredInsufficient · 3
$43,71687,248 mi

Comparison: 3 similar vehicles

Leander, TX

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

Leander, TX

UnscoredInsufficient · 3
$44,17247,638 mi

Comparison: 3 similar vehicles

Leander, TX

2019 Ford F-250 Super Duty Lariat

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

2019 Ford F-250 Super Duty Lariat

Leander, TX

Fair PriceLimited · 11
$45,22395,658 mi

Market: $23,990 – $48,995

Comparison: 11 similar vehicles

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

Leander, TX

2023 Ford Bronco 4-Door Badlands

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

2023 Ford Bronco 4-Door Badlands

Leander, TX

Unscored
$45,22430,819 mi

Comparison: 8 similar vehicles

Leander, TX

2022 Ford Expedition King Ranch

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

2022 Ford Expedition King Ranch

Leander, TX

Unscored
$46,22455,029 mi

Comparison: 6 similar vehicles

Leander, TX

2025 Ford Bronco 4-Door Badlands

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

2025 Ford Bronco 4-Door Badlands

Leander, TX

Fair PriceRobust · 73
$51,22411,479 mi

Market: $41,400 – $90,213

Comparison: 73 similar vehicles

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

Leander, TX

2025 Ford F-350 Super Duty XLT

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

2025 Ford F-350 Super Duty XLT

Leander, TX

Unscored
$51,2248,594 mi

Comparison: 7 similar vehicles

Leander, TX

2022 Ford F-350 Super Duty Lariat

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

2022 Ford F-350 Super Duty Lariat

Leander, TX

Unscored
$52,99990,645 mi

Comparison: 6 similar vehicles

Leander, TX

2021 Ford F-250 Super Duty Lariat

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

2021 Ford F-250 Super Duty Lariat

Leander, TX

Fair PriceModerate · 23
$53,21690,167 mi

Market: $39,196 – $55,219

Comparison: 23 similar vehicles

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

Leander, TX

2023 Ford Bronco 4-Door Heritage Limited Edition

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

2023 Ford Bronco 4-Door Heritage Limited Edition

Leander, TX

UnscoredInsufficient · 0
$57,02414,236 mi

Leander, TX

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

Leander, TX

Great DealLimited · 12
$59,2242,376 mi

Market: $60,775 – $73,070

Comparison: 12 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 30 days listed (based on current market benchmarks)

Leander, TX

2025 Ford F-250 Super Duty Lariat

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

2025 Ford F-250 Super Duty Lariat

Leander, TX

Fair PriceRobust · 74
$67,22329,574 mi

Market: $57,353 – $82,716

Comparison: 74 similar vehicles

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

Leander, TX

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 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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