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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

204 listings found

2002 Ford Taurus SE

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

2002 Ford Taurus SE

Flagstaff, AZ

UnscoredInsufficient · 0
$4,99571,900 mi

Flagstaff, AZ

2014 Ford Fiesta SE

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

2014 Ford Fiesta SE

Flagstaff, AZ

UnscoredInsufficient · 0
$6,539157,524 mi

Flagstaff, AZ

2018 Ford Fiesta SE

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

2018 Ford Fiesta SE

Flagstaff, AZ

Unscored
$6,990103,170 mi

Comparison: 6 similar vehicles

Flagstaff, AZ

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Flagstaff, AZ

UnscoredInsufficient · 0
$7,478135,564 mi

Flagstaff, AZ

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Flagstaff, AZ

UnscoredInsufficient · 3
$8,990138,475 mi

Comparison: 3 similar vehicles

Flagstaff, AZ

1991 Ford F-150

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

1991 Ford F-150

Flagstaff, AZ

UnscoredInsufficient · 0
$8,995308,753 mi

Flagstaff, AZ

2020 Ford Ecosport SES

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

2020 Ford Ecosport SES

Flagstaff, AZ

UnscoredInsufficient · 0
$11,539140,541 mi

Flagstaff, AZ

2018 Ford Ecosport S

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

2018 Ford Ecosport S

Flagstaff, AZ

UnscoredInsufficient · 4
$11,99585,713 mi

Comparison: 4 similar vehicles

Flagstaff, AZ

2017 Ford Explorer Sport

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

2017 Ford Explorer Sport

Flagstaff, AZ

Unscored
$16,995126,334 mi

Comparison: 19 similar vehicles

Flagstaff, AZ

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Flagstaff, AZ

UnscoredInsufficient · 0
$18,44855,006 mi

Flagstaff, AZ

2025 Ford Escape Active

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

2025 Ford Escape Active

Flagstaff, AZ

Unscored
$19,99041,570 mi

Comparison: 5 similar vehicles

Flagstaff, AZ

2024 Ford Escape Active

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

2024 Ford Escape Active

Flagstaff, AZ

Fair PriceLimited · 19
$19,99457,030 mi

Market: $18,199 – $24,995

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Flagstaff, AZ

2025 Ford Escape Active

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

2025 Ford Escape Active

Flagstaff, AZ

Unscored
$20,17543,082 mi

Comparison: 5 similar vehicles

Flagstaff, AZ

2015 Ford F-150 XL

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

2015 Ford F-150 XL

Flagstaff, AZ

OverpricedLimited · 16
$20,22767,930 mi

Market: $12,495 – $19,495

Comparison: 16 similar vehicles

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

Flagstaff, AZ

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Flagstaff, AZ

Fair PriceLimited · 10
$20,59858,493 mi

Market: $17,390 – $21,977

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Flagstaff, AZ

2022 Ford Escape SE

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

2022 Ford Escape SE

Flagstaff, AZ

UnscoredInsufficient · 4
$20,99016,415 mi

Comparison: 4 similar vehicles

Flagstaff, AZ

2025 Ford Escape Active

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

2025 Ford Escape Active

Flagstaff, AZ

Fair PriceModerate · 23
$21,25633,999 mi

Market: $17,995 – $23,999

Comparison: 23 similar vehicles

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

Flagstaff, AZ

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

Flagstaff, AZ

Fair PriceLimited · 17
$21,47833,327 mi

Market: $18,590 – $26,736

Comparison: 17 similar vehicles

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

Flagstaff, AZ

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

Flagstaff, AZ

Fair PriceLimited · 10
$22,22928,629 mi

Market: $20,990 – $26,399

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Flagstaff, AZ

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

Flagstaff, AZ

Unscored
$22,99023,233 mi

Comparison: 9 similar vehicles

Flagstaff, AZ

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

Flagstaff, AZ

Fair PriceModerate · 22
$23,04880,161 mi

Market: $20,263 – $23,985

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 192 days listed (based on current market benchmarks)

Flagstaff, AZ

2020 Ford Explorer Platinum

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

2020 Ford Explorer Platinum

Flagstaff, AZ

Unscored
$23,47881,154 mi

Comparison: 8 similar vehicles

Flagstaff, AZ

2025 Ford Escape Active

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

2025 Ford Escape Active

Flagstaff, AZ

Fair PriceModerate · 23
$23,49930,040 mi

Market: $17,995 – $23,999

Comparison: 23 similar vehicles

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

Flagstaff, AZ

2025 Ford Escape Active

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

2025 Ford Escape Active

Flagstaff, AZ

OverpricedModerate · 23
$23,99930,861 mi

Market: $17,995 – $23,988

Comparison: 23 similar vehicles

Flagstaff, AZ

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

Flagstaff, AZ

Fair PriceRobust · 89
$24,54799,565 mi

Market: $15,900 – $32,466

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Flagstaff, AZ

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Flagstaff, AZ

UnscoredInsufficient · 3
$24,99948,817 mi

Comparison: 3 similar vehicles

Flagstaff, AZ

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Flagstaff, AZ

Unscored
$25,04869,285 mi

Comparison: 7 similar vehicles

Flagstaff, AZ

2013 Ford F-150 SVT Raptor

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

2013 Ford F-150 SVT Raptor

Flagstaff, AZ

Unscored
$25,539141,075 mi

Comparison: 7 similar vehicles

Flagstaff, AZ

2022 Ford Explorer Limited

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

2022 Ford Explorer Limited

Flagstaff, AZ

OverpricedLimited · 10
$26,28873,571 mi

Market: $23,399 – $25,089

Comparison: 10 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Flagstaff, AZ

2021 Ford Ranger Lariat

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

2021 Ford Ranger Lariat

Flagstaff, AZ

UnscoredInsufficient · 4
$27,38274,970 mi

Comparison: 4 similar vehicles

Flagstaff, AZ

2016 Ford F-150 Lariat

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

2016 Ford F-150 Lariat

Flagstaff, AZ

Fair PriceModerate · 31
$28,24872,449 mi

Market: $16,582 – $28,483

Comparison: 31 similar vehicles

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

Flagstaff, AZ

2025 Ford Escape Platinum

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

2025 Ford Escape Platinum

Flagstaff, AZ

Unscored
$28,40825,663 mi

Comparison: 9 similar vehicles

Flagstaff, AZ

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

Flagstaff, AZ

Fair PriceModerate · 32
$28,59942,069 mi

Market: $21,696 – $30,736

Comparison: 32 similar vehicles

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

Flagstaff, AZ

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

Flagstaff, AZ

Fair PriceRobust · 62
$28,64834,854 mi

Market: $21,986 – $29,736

Comparison: 62 similar vehicles

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

Flagstaff, AZ

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

Flagstaff, AZ

UnscoredInsufficient · 0
$28,99126,516 mi

Flagstaff, AZ

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Flagstaff, AZ

Fair PriceModerate · 32
$29,47839,324 mi

Market: $25,190 – $33,797

Comparison: 32 similar vehicles

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

Flagstaff, AZ

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

Flagstaff, AZ

Fair PriceModerate · 22
$29,891Mileage not verified

Market: $29,891 – $35,695

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 235 days listed (based on current market benchmarks)

Flagstaff, AZ

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

Flagstaff, AZ

Fair PriceModerate · 22
$29,891Mileage not verified

Market: $29,891 – $35,695

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 228 days listed (based on current market benchmarks)

Flagstaff, AZ

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Flagstaff, AZ

Fair PriceRobust · 204
$30,023Mileage not verified

Market: $27,570 – $36,147

Comparison: 204 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Flagstaff, AZ

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Flagstaff, AZ

OverpricedRobust · 73
$31,33776,306 mi

Market: $12,995 – $30,955

Comparison: 73 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Flagstaff, AZ

2023 Ford Ranger XLT

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

2023 Ford Ranger XLT

Flagstaff, AZ

UnscoredInsufficient · 0
$31,47848,936 mi

Flagstaff, AZ

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

Flagstaff, AZ

Fair PriceModerate · 22
$32,1411,258 mi

Market: $29,891 – $35,695

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 236 days listed (based on current market benchmarks)

Flagstaff, AZ

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

Flagstaff, AZ

Fair PriceModerate · 22
$32,141Mileage not verified

Market: $29,891 – $35,695

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 227 days listed (based on current market benchmarks)

Flagstaff, AZ

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

Flagstaff, AZ

Fair PriceModerate · 22
$32,141Mileage not verified

Market: $29,891 – $35,695

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 193 days listed (based on current market benchmarks)

Flagstaff, AZ

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Flagstaff, AZ

Fair PriceRobust · 204
$32,190Mileage not verified

Market: $27,570 – $36,147

Comparison: 204 similar vehicles

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

Flagstaff, AZ

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

Flagstaff, AZ

Fair PriceModerate · 22
$32,497Mileage not verified

Market: $29,891 – $35,695

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 263 days listed (based on current market benchmarks)

Flagstaff, AZ

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

Flagstaff, AZ

Fair PriceModerate · 22
$32,847Mileage not verified

Market: $29,891 – $35,695

Comparison: 22 similar vehicles

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

Flagstaff, AZ

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

Flagstaff, AZ

Great DealLimited · 11
$32,873Mileage not verified

Market: $34,043 – $40,063

Comparison: 11 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 269 days listed (based on current market benchmarks)

Flagstaff, AZ

2022 Ford Bronco 2-Door Badlands

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

2022 Ford Bronco 2-Door Badlands

Flagstaff, AZ

UnscoredInsufficient · 0
$32,99063,005 mi

Flagstaff, AZ

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

Flagstaff, AZ

Fair PriceModerate · 22
$33,116Mileage not verified

Market: $29,891 – $35,695

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 235 days listed (based on current market benchmarks)

Flagstaff, AZ

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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