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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 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 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

166 listings found

2014 Ford Escape SE

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

2014 Ford Escape SE

Columbia City, IN

UnscoredInsufficient · 3
$7,860114,375 mi

Comparison: 3 similar vehicles

Columbia City, IN

2020 Ford Fusion S

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

2020 Ford Fusion S

Columbia City, IN

Fair PriceModerate · 33
$10,880102,103 mi

Market: $7,262 – $17,810

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Columbia City, IN

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

Columbia City, IN

UnscoredLimited · 15
$12,160141,009 mi

Comparison: 15 similar vehicles

Columbia City, IN

2018 Ford Flex SEL

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

2018 Ford Flex SEL

Columbia City, IN

Fair PriceModerate · 38
$12,251110,092 mi

Market: $8,998 – $25,900

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Columbia City, IN

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Columbia City, IN

OverpricedLimited · 15
$13,76075,940 mi

Market: $7,977 – $11,245

Comparison: 15 similar vehicles

Priced ~22% above the typical market range for similar vehicles (based on current market benchmarks)

Columbia City, IN

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Columbia City, IN

Fair PriceRobust · 167
$14,817115,679 mi

Market: $5,495 – $20,590

Comparison: 167 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Columbia City, IN

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Columbia City, IN

UnscoredLimited · 8
$14,90081,455 mi

Comparison: 8 similar vehicles

Columbia City, IN

2018 Ford Explorer Sport

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

2018 Ford Explorer Sport

Columbia City, IN

UnscoredInsufficient · 4
$15,557118,655 mi

Comparison: 4 similar vehicles

Columbia City, IN

2022 Ford EcoSport SE

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

2022 Ford EcoSport SE

Columbia City, IN

Fair PriceLimited · 18
$17,18939,611 mi

Market: $16,948 – $19,145

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Columbia City, IN

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Columbia City, IN

UnscoredLimited · 7
$17,569116,715 mi

Comparison: 7 similar vehicles

Columbia City, IN

2020 Ford Escape Titanium

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

2020 Ford Escape Titanium

Columbia City, IN

UnscoredInsufficient · 3
$17,80973,949 mi

Comparison: 3 similar vehicles

Columbia City, IN

2014 Ford F-250 Super Duty Lariat

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

2014 Ford F-250 Super Duty Lariat

Columbia City, IN

UnscoredLimited · 7
$17,961247,605 mi

Comparison: 7 similar vehicles

Columbia City, IN

2014 Ford F-150 FX4

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

2014 Ford F-150 FX4

Columbia City, IN

Fair PriceRobust · 94
$18,06099,050 mi

Market: $5,000 – $22,995

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Columbia City, IN

2022 Ford Edge Titanium

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

2022 Ford Edge Titanium

Columbia City, IN

UnscoredInsufficient · 4
$18,16086,577 mi

Comparison: 4 similar vehicles

Columbia City, IN

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Columbia City, IN

Fair PriceLimited · 16
$18,251114,074 mi

Market: $12,889 – $24,527

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Columbia City, IN

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Columbia City, IN

Fair PriceLimited · 13
$19,861106,969 mi

Market: $12,960 – $23,152

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Columbia City, IN

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Columbia City, IN

Fair PriceLimited · 17
$20,80482,863 mi

Market: $18,484 – $22,397

Comparison: 17 similar vehicles

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

Columbia City, IN

2019 Ford Flex Limited

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

2019 Ford Flex Limited

Columbia City, IN

OverpricedRobust · 54
$20,90089,520 mi

Market: $8,995 – $18,590

Comparison: 54 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Columbia City, IN

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Columbia City, IN

UnscoredLimited · 5
$21,25187,101 mi

Comparison: 5 similar vehicles

Columbia City, IN

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Columbia City, IN

Fair PriceLimited · 16
$21,25198,086 mi

Market: $12,889 – $24,527

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 182 days listed (based on current market benchmarks)

Columbia City, IN

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

Columbia City, IN

UnscoredLimited · 7
$21,81857,668 mi

Comparison: 7 similar vehicles

Columbia City, IN

2023 Ford Escape Active

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

2023 Ford Escape Active

Columbia City, IN

UnscoredInsufficient · 3
$21,89030,806 mi

Comparison: 3 similar vehicles

Columbia City, IN

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Columbia City, IN

Fair PriceLimited · 17
$21,91774,577 mi

Market: $18,484 – $22,397

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Columbia City, IN

2020 Ford Explorer Limited

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

2020 Ford Explorer Limited

Columbia City, IN

Fair PriceModerate · 22
$22,86080,158 mi

Market: $19,789 – $24,358

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Columbia City, IN

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

Columbia City, IN

Fair PriceModerate · 33
$24,95830,493 mi

Market: $22,990 – $26,378

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Columbia City, IN

2024 Ford Bronco Sport Outer Banks

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

2024 Ford Bronco Sport Outer Banks

Columbia City, IN

Fair PriceLimited · 18
$25,16049,629 mi

Market: $24,448 – $29,900

Comparison: 18 similar vehicles

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

Columbia City, IN

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

Columbia City, IN

UnscoredModerate · 23
$25,160122,987 mi

Comparison: 23 similar vehicles

Columbia City, IN

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Columbia City, IN

Fair PriceModerate · 25
$25,23438,990 mi

Market: $24,992 – $27,600

Comparison: 25 similar vehicles

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

Columbia City, IN

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

Columbia City, IN

Fair PriceModerate · 33
$25,26038,221 mi

Market: $22,990 – $26,378

Comparison: 33 similar vehicles

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

Columbia City, IN

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

Columbia City, IN

Fair PriceModerate · 30
$25,56191,959 mi

Market: $20,245 – $31,300

Comparison: 30 similar vehicles

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

Columbia City, IN

2023 Ford Bronco Sport Badlands

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

2023 Ford Bronco Sport Badlands

Columbia City, IN

UnscoredInsufficient · 4
$26,09946,988 mi

Comparison: 4 similar vehicles

Columbia City, IN

2022 Ford Bronco Sport Badlands

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

2022 Ford Bronco Sport Badlands

Columbia City, IN

Fair PriceLimited · 18
$26,25436,837 mi

Market: $26,011 – $28,998

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Columbia City, IN

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

Columbia City, IN

Fair PriceModerate · 30
$26,86069,686 mi

Market: $20,245 – $31,300

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Columbia City, IN

2025 Ford Maverick XL

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

2025 Ford Maverick XL

Columbia City, IN

Fair PriceModerate · 27
$27,01917,299 mi

Market: $17,995 – $31,990

Comparison: 27 similar vehicles

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

Columbia City, IN

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Columbia City, IN

UnscoredLimited · 7
$27,51124,115 mi

Comparison: 7 similar vehicles

Columbia City, IN

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

Columbia City, IN

OverpricedLimited · 11
$28,26080,754 mi

Market: $13,177 – $27,776

Comparison: 11 similar vehicles

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

Columbia City, IN

2023 Ford Mustang Mach-E Premium AWD

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

2023 Ford Mustang Mach-E Premium AWD

Columbia City, IN

Fair PriceRobust · 76
$29,23836,945 mi

Market: $28,199 – $33,998

Comparison: 76 similar vehicles

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

Columbia City, IN

2024 Ford Maverick XLT

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

2024 Ford Maverick XLT

Columbia City, IN

UnscoredModerate · 27
$29,34618,179 mi

Comparison: 27 similar vehicles

Columbia City, IN

2024 Ford Edge ST-Line

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

2024 Ford Edge ST-Line

Columbia City, IN

UnscoredInsufficient · 3
$30,20421,207 mi

Comparison: 3 similar vehicles

Columbia City, IN

2025 Ford Bronco Sport Heritage

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

2025 Ford Bronco Sport Heritage

Columbia City, IN

UnscoredInsufficient · 4
$31,0945,070 mi

Comparison: 4 similar vehicles

Columbia City, IN

2022 Ford Expedition Limited

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

2022 Ford Expedition Limited

Columbia City, IN

UnscoredLimited · 5
$31,449126,432 mi

Comparison: 5 similar vehicles

Columbia City, IN

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

Columbia City, IN

OverpricedLimited · 17
$31,55160,375 mi

Market: $21,357 – $30,400

Comparison: 17 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Columbia City, IN

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Columbia City, IN

UnscoredLimited · 9
$32,074Mileage not verified

Comparison: 9 similar vehicles

Columbia City, IN

2015 Ford F-350 Super Duty XLT

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

2015 Ford F-350 Super Duty XLT

Columbia City, IN

UnscoredLimited · 6
$32,196107,771 mi

Comparison: 6 similar vehicles

Columbia City, IN

2021 Ford Expedition Limited

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

2021 Ford Expedition Limited

Columbia City, IN

OverpricedLimited · 18
$32,900100,563 mi

Market: $19,058 – $31,668

Comparison: 18 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Columbia City, IN

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

Columbia City, IN

Fair PriceModerate · 25
$32,96092,373 mi

Market: $27,156 – $38,699

Comparison: 25 similar vehicles

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

Columbia City, IN

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

Columbia City, IN

Fair PriceRobust · 85
$33,541Mileage not verified

Market: $29,250 – $36,720

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Columbia City, IN

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

Columbia City, IN

UnscoredLimited · 5
$33,66014,057 mi

Comparison: 5 similar vehicles

Columbia City, IN

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

Columbia City, IN

UnscoredLimited · 6
$33,7445,023 mi

Comparison: 6 similar vehicles

Columbia City, IN

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

Columbia City, IN

Fair PriceRobust · 56
$33,760Mileage not verified

Market: $32,350 – $41,460

Comparison: 56 similar vehicles

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

Columbia City, IN

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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