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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 31, 2026

6.1M+

Unique vehicles analyzed

as of October 31, 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

470 listings found

2017 Ford Focus SE

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

2017 Ford Focus SE

Suffolk, VA

UnscoredInsufficient · 4
$3,500110,949 mi

Comparison: 4 similar vehicles

Suffolk, VA

2014 Ford Taurus Limited

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

2014 Ford Taurus Limited

Suffolk, VA

UnscoredInsufficient · 4
$4,500192,460 mi

Comparison: 4 similar vehicles

Suffolk, VA

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Suffolk, VA

Unscored
$5,999159,388 mi

Comparison: 6 similar vehicles

Suffolk, VA

2003 Ford F-150

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

2003 Ford F-150

Suffolk, VA

UnscoredInsufficient · 0
$6,60063,855 mi

Suffolk, VA

2014 Ford Focus SE

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

2014 Ford Focus SE

Suffolk, VA

Fair PriceLimited · 19
$6,99598,660 mi

Market: $3,999 – $10,888

Comparison: 19 similar vehicles

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

Suffolk, VA

2013 Ford Escape SE

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

2013 Ford Escape SE

Suffolk, VA

Unscored
$7,495141,405 mi

Comparison: 17 similar vehicles

Suffolk, VA

2014 Ford Focus SE

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

2014 Ford Focus SE

Suffolk, VA

Unscored
$7,995136,785 mi

Comparison: 19 similar vehicles

Suffolk, VA

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Suffolk, VA

Unscored
$8,49589,564 mi

Comparison: 5 similar vehicles

Suffolk, VA

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Suffolk, VA

Unscored
$8,499142,974 mi

Comparison: 30 similar vehicles

Suffolk, VA

2014 Ford Focus S

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

2014 Ford Focus S

Suffolk, VA

UnscoredInsufficient · 3
$8,500126,106 mi

Comparison: 3 similar vehicles

Suffolk, VA

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Suffolk, VA

Unscored
$8,500124,601 mi

Comparison: 6 similar vehicles

Suffolk, VA

2014 Ford Transit Connect XL

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

2014 Ford Transit Connect XL

Suffolk, VA

Unscored
$9,495112,382 mi

Comparison: 7 similar vehicles

Suffolk, VA

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Suffolk, VA

UnscoredInsufficient · 4
$9,495173,879 mi

Comparison: 4 similar vehicles

Suffolk, VA

2016 Ford Taurus Limited

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

2016 Ford Taurus Limited

Suffolk, VA

Unscored
$9,499142,706 mi

Comparison: 16 similar vehicles

Suffolk, VA

2017 Ford Focus SE

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

2017 Ford Focus SE

Suffolk, VA

UnscoredInsufficient · 4
$9,99581,977 mi

Comparison: 4 similar vehicles

Suffolk, VA

2016 Ford Escape SE

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

2016 Ford Escape SE

Suffolk, VA

Unscored
$10,898103,808 mi

Comparison: 7 similar vehicles

Suffolk, VA

2012 Ford E-Series Econoline Van Commercial

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

2012 Ford E-Series Econoline Van Commercial

Suffolk, VA

Unscored
$10,995145,096 mi

Comparison: 12 similar vehicles

Suffolk, VA

2014 Ford E-Series Econoline Van Commercial

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

2014 Ford E-Series Econoline Van Commercial

Suffolk, VA

Unscored
$11,995145,755 mi

Comparison: 26 similar vehicles

Suffolk, VA

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Suffolk, VA

Fair PriceRobust · 71
$14,02783,493 mi

Market: $7,900 – $20,990

Comparison: 71 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Suffolk, VA

2018 Ford Explorer Base

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

2018 Ford Explorer Base

Suffolk, VA

Fair PriceLimited · 17
$15,44992,811 mi

Market: $9,995 – $17,743

Comparison: 17 similar vehicles

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

Suffolk, VA

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

Suffolk, VA

Unscored
$15,487221,042 mi

Comparison: 74 similar vehicles

Suffolk, VA

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Suffolk, VA

Fair PriceLimited · 17
$16,03577,821 mi

Market: $8,995 – $16,395

Comparison: 17 similar vehicles

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

Suffolk, VA

2018 Ford Explorer Platinum

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

2018 Ford Explorer Platinum

Suffolk, VA

Fair PriceModerate · 30
$18,89991,180 mi

Market: $14,850 – $22,998

Comparison: 30 similar vehicles

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

Suffolk, VA

2019 Ford F-150 Lariat

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

2019 Ford F-150 Lariat

Suffolk, VA

Unscored
$18,995157,590 mi

Comparison: 16 similar vehicles

Suffolk, VA

2021 Ford Edge SEL

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

2021 Ford Edge SEL

Suffolk, VA

UnscoredInsufficient · 3
$19,19846,059 mi

Comparison: 3 similar vehicles

Suffolk, VA

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Suffolk, VA

Unscored
$19,403113,107 mi

Comparison: 17 similar vehicles

Suffolk, VA

2020 Ford Escape Titanium

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

2020 Ford Escape Titanium

Suffolk, VA

OverpricedLimited · 13
$21,52449,387 mi

Market: $20,798 – $20,998

Comparison: 13 similar vehicles

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

Suffolk, VA

2022 Ford Escape Titanium

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

2022 Ford Escape Titanium

Suffolk, VA

Fair PriceLimited · 14
$21,84963,454 mi

Market: $10,990 – $22,494

Comparison: 14 similar vehicles

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

Suffolk, VA

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

Suffolk, VA

Unscored
$21,974132,883 mi

Comparison: 74 similar vehicles

Suffolk, VA

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Suffolk, VA

UnscoredInsufficient · 4
$22,61763,774 mi

Comparison: 4 similar vehicles

Suffolk, VA

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

Suffolk, VA

Fair PriceLimited · 11
$22,62443,069 mi

Market: $22,990 – $24,521

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 26 days listed (based on current market benchmarks)

Suffolk, VA

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Suffolk, VA

UnscoredInsufficient · 4
$22,73349,129 mi

Comparison: 4 similar vehicles

Suffolk, VA

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

Suffolk, VA

Fair PriceRobust · 76
$22,89833,317 mi

Market: $14,700 – $28,346

Comparison: 76 similar vehicles

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

Suffolk, VA

2021 Ford Ranger XL

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

2021 Ford Ranger XL

Suffolk, VA

Fair PriceRobust · 51
$23,22474,096 mi

Market: $15,995 – $26,998

Comparison: 51 similar vehicles

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

Suffolk, VA

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

Suffolk, VA

Fair PriceModerate · 43
$23,64446,898 mi

Market: $18,999 – $26,769

Comparison: 43 similar vehicles

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

Suffolk, VA

2019 Ford Ranger Lariat

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

2019 Ford Ranger Lariat

Suffolk, VA

Fair PriceLimited · 14
$23,82884,068 mi

Market: $17,799 – $24,510

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Suffolk, VA

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

Suffolk, VA

Fair PriceLimited · 11
$23,99746,413 mi

Market: $22,624 – $24,521

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Suffolk, VA

2025 Ford Escape Active

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

2025 Ford Escape Active

Suffolk, VA

Unscored
$24,99829,539 mi

Comparison: 13 similar vehicles

Suffolk, VA

2025 Ford Escape Active

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

2025 Ford Escape Active

Suffolk, VA

Fair PriceRobust · 146
$24,99834,503 mi

Market: $18,295 – $25,921

Comparison: 146 similar vehicles

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

Suffolk, VA

2020 Ford Explorer ST

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

2020 Ford Explorer ST

Suffolk, VA

Fair PriceLimited · 18
$25,44999,176 mi

Market: $19,945 – $28,100

Comparison: 18 similar vehicles

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

Suffolk, VA

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Suffolk, VA

Great DealRobust · 59
$26,936Mileage not verified

Market: $27,826 – $34,815

Comparison: 59 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 73 days listed (based on current market benchmarks)

Suffolk, VA

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

Suffolk, VA

Fair PriceModerate · 28
$26,99718,717 mi

Market: $21,795 – $28,550

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 165 days listed (based on current market benchmarks)

Suffolk, VA

2021 Ford F-150 XL

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

2021 Ford F-150 XL

Suffolk, VA

Unscored
$26,99782,920 mi

Comparison: 7 similar vehicles

Suffolk, VA

2021 Ford Expedition XLT

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

2021 Ford Expedition XLT

Suffolk, VA

Fair PriceRobust · 94
$27,39873,823 mi

Market: $17,500 – $36,887

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Suffolk, VA

2020 Ford Expedition XLT

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

2020 Ford Expedition XLT

Suffolk, VA

Unscored
$27,42467,051 mi

Comparison: 5 similar vehicles

Suffolk, VA

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Suffolk, VA

Fair PriceRobust · 59
$27,826Mileage not verified

Market: $26,936 – $34,815

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Suffolk, VA

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Suffolk, VA

Fair PriceRobust · 120
$28,19828,746 mi

Market: $24,995 – $30,977

Comparison: 120 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Suffolk, VA

2020 Ford F-150 XLT

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

2020 Ford F-150 XLT

Suffolk, VA

Fair PriceModerate · 26
$28,78993,028 mi

Market: $14,991 – $30,750

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Suffolk, VA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Suffolk, VA

Fair PriceRobust · 164
$28,917Mileage not verified

Market: $29,265 – $41,595

Comparison: 164 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 66 days listed (based on current market benchmarks)

Suffolk, VA

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

Suffolk, VA

UnscoredInsufficient · 0
$29,14631,029 mi

Suffolk, VA

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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