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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 7, 2026

7.1M+

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

262 listings found

2016 Ford Focus SE

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

2016 Ford Focus SE

Lima, OH

Unscored
$4,788166,310 mi

Comparison: 100 similar vehicles

Lima, OH

2018 Ford Focus SE

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

2018 Ford Focus SE

Lima, OH

Fair PriceRobust · 137
$6,800112,251 mi

Market: $2,995 – $25,000

Comparison: 137 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1194 days listed (based on current market benchmarks)

Lima, OH

2014 Ford Escape SE

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

2014 Ford Escape SE

Lima, OH

Unscored
$6,950121,771 mi

Comparison: 192 similar vehicles

Lima, OH

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Lima, OH

Unscored
$7,495134,000 mi

Comparison: 8 similar vehicles

Lima, OH

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Lima, OH

Unscored
$7,995129,000 mi

Comparison: 137 similar vehicles

Lima, OH

2014 Ford Focus SE

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

2014 Ford Focus SE

Lima, OH

Unscored
$8,349121,918 mi

Comparison: 290 similar vehicles

Lima, OH

1999 Ford Econoline Van COMMERCIAL

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

1999 Ford Econoline Van COMMERCIAL

Lima, OH

UnscoredInsufficient · 0
$8,393172,543 mi

Lima, OH

2019 Ford Fusion Titanium

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

2019 Ford Fusion Titanium

Lima, OH

Unscored
$8,950167,081 mi

Comparison: 18 similar vehicles

Lima, OH

2018 Ford Escape SE

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

2018 Ford Escape SE

Lima, OH

UnscoredInsufficient · 4
$8,950142,683 mi

Comparison: 4 similar vehicles

Lima, OH

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Lima, OH

Unscored
$8,950156,158 mi

Comparison: 189 similar vehicles

Lima, OH

2016 Ford Fusion S

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

2016 Ford Fusion S

Lima, OH

Fair PriceModerate · 22
$8,99585,000 mi

Market: $5,500 – $13,290

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Lima, OH

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Lima, OH

Fair PriceRobust · 161
$9,495114,000 mi

Market: $3,900 – $15,990

Comparison: 161 similar vehicles

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

Lima, OH

2017 Ford Taurus SE

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

2017 Ford Taurus SE

Lima, OH

Unscored
$9,950137,771 mi

Comparison: 11 similar vehicles

Lima, OH

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Lima, OH

UnscoredInsufficient · 4
$9,950156,200 mi

Comparison: 4 similar vehicles

Lima, OH

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Lima, OH

Fair PriceRobust · 200
$10,396105,215 mi

Market: $4,995 – $17,995

Comparison: 200 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Lima, OH

2017 Ford Taurus Limited

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

2017 Ford Taurus Limited

Lima, OH

Unscored
$10,800125,318 mi

Comparison: 36 similar vehicles

Lima, OH

2018 Ford Fusion Titanium

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

2018 Ford Fusion Titanium

Lima, OH

Fair PriceLimited · 15
$10,950119,877 mi

Market: $10,645 – $16,314

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Lima, OH

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Lima, OH

UnscoredInsufficient · 3
$11,50080,547 mi

Comparison: 3 similar vehicles

Lima, OH

2018 Ford Escape SE

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

2018 Ford Escape SE

Lima, OH

UnscoredInsufficient · 4
$11,95085,380 mi

Comparison: 4 similar vehicles

Lima, OH

2017 Ford Edge Titanium

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

2017 Ford Edge Titanium

Lima, OH

Fair PriceRobust · 114
$11,999107,790 mi

Market: $7,499 – $16,995

Comparison: 114 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Lima, OH

2020 Ford Edge SE

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

2020 Ford Edge SE

Lima, OH

Fair PriceRobust · 75
$12,298116,936 mi

Market: $7,314 – $19,013

Comparison: 75 similar vehicles

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

Lima, OH

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Lima, OH

Unscored
$13,148140,553 mi

Comparison: 20 similar vehicles

Lima, OH

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Lima, OH

Unscored
$14,25052,490 mi

Comparison: 6 similar vehicles

Lima, OH

2021 Ford Escape Titanium

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

2021 Ford Escape Titanium

Lima, OH

Unscored
$14,323120,100 mi

Comparison: 90 similar vehicles

Lima, OH

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Lima, OH

Unscored
$14,349127,520 mi

Comparison: 9 similar vehicles

Lima, OH

2018 Ford Edge Sport

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

2018 Ford Edge Sport

Lima, OH

Fair PriceLimited · 16
$14,350111,716 mi

Market: $8,995 – $19,249

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Lima, OH

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Lima, OH

Unscored
$14,40046,160 mi

Comparison: 8 similar vehicles

Lima, OH

2020 Ford Escape Titanium

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

2020 Ford Escape Titanium

Lima, OH

UnscoredInsufficient · 3
$15,93197,303 mi

Comparison: 3 similar vehicles

Lima, OH

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Lima, OH

Fair PriceLimited · 10
$16,20079,971 mi

Market: $12,495 – $16,387

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Lima, OH

2021 Ford Explorer Base

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

2021 Ford Explorer Base

Lima, OH

Fair PriceModerate · 23
$17,75098,684 mi

Market: $12,995 – $21,460

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Lima, OH

2021 Ford Edge Titanium

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

2021 Ford Edge Titanium

Lima, OH

Fair PriceLimited · 18
$18,50088,984 mi

Market: $15,279 – $20,280

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Lima, OH

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

Lima, OH

Unscored
$18,944127,642 mi

Comparison: 18 similar vehicles

Lima, OH

2021 Ford Bronco Sport Badlands

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

2021 Ford Bronco Sport Badlands

Lima, OH

Fair PriceRobust · 94
$20,48787,055 mi

Market: $16,057 – $27,151

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Lima, OH

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Lima, OH

Fair PriceRobust · 71
$20,65330,234 mi

Market: $13,995 – $24,117

Comparison: 71 similar vehicles

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

Lima, OH

2021 Ford Explorer Limited

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

2021 Ford Explorer Limited

Lima, OH

Fair PriceRobust · 122
$20,75097,095 mi

Market: $14,995 – $25,506

Comparison: 122 similar vehicles

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

Lima, OH

2021 Ford Bronco Sport Outer Banks

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

2021 Ford Bronco Sport Outer Banks

Lima, OH

Fair PriceLimited · 15
$21,30649,141 mi

Market: $18,750 – $23,199

Comparison: 15 similar vehicles

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

Lima, OH

2020 Ford Edge ST

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

2020 Ford Edge ST

Lima, OH

Fair PriceModerate · 37
$21,34876,216 mi

Market: $15,598 – $22,970

Comparison: 37 similar vehicles

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

Lima, OH

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Lima, OH

Fair PriceModerate · 20
$21,59052,241 mi

Market: $13,999 – $22,196

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Lima, OH

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

Lima, OH

Fair PriceRobust · 269
$22,29837,921 mi

Market: $17,499 – $27,415

Comparison: 269 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Lima, OH

2025 Ford Escape ST-Line Select

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

2025 Ford Escape ST-Line Select

Lima, OH

Fair PriceRobust · 73
$22,94725,507 mi

Market: $20,962 – $39,995

Comparison: 73 similar vehicles

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

Lima, OH

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

Lima, OH

UnscoredInsufficient · 3
$23,09741,387 mi

Comparison: 3 similar vehicles

Lima, OH

2018 Ford F-150 Lariat

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

2018 Ford F-150 Lariat

Lima, OH

Unscored
$23,397133,977 mi

Comparison: 8 similar vehicles

Lima, OH

2025 Ford Escape ST-Line Select

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

2025 Ford Escape ST-Line Select

Lima, OH

Unscored
$23,59411,863 mi

Comparison: 5 similar vehicles

Lima, OH

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Lima, OH

UnscoredInsufficient · 3
$23,89845,993 mi

Comparison: 3 similar vehicles

Lima, OH

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Lima, OH

OverpricedModerate · 30
$24,27521,260 mi

Market: $19,396 – $23,775

Comparison: 30 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Lima, OH

2024 Ford Escape Platinum

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

2024 Ford Escape Platinum

Lima, OH

Fair PriceRobust · 193
$24,27744,119 mi

Market: $20,998 – $27,994

Comparison: 193 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Lima, OH

2022 Ford Bronco Sport Outer Banks

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

2022 Ford Bronco Sport Outer Banks

Lima, OH

Fair PriceModerate · 20
$24,37348,984 mi

Market: $22,990 – $25,635

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Lima, OH

2025 Ford Escape Platinum

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

2025 Ford Escape Platinum

Lima, OH

UnscoredInsufficient · 3
$24,53522,703 mi

Comparison: 3 similar vehicles

Lima, OH

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Lima, OH

Fair PriceRobust · 288
$25,37828,464 mi

Market: $16,999 – $30,273

Comparison: 288 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Lima, OH

2024 Ford Escape ST-Line Select

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

2024 Ford Escape ST-Line Select

Lima, OH

Fair PriceModerate · 37
$25,39219,936 mi

Market: $18,995 – $27,888

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 204 days listed (based on current market benchmarks)

Lima, OH

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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