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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

6M+

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

170 listings found

2017 Ford Escape SE

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

2017 Ford Escape SE

Castle Shannon, PA

Fair PriceModerate · 32
$11,27785,397 mi

Market: $5,995 – $15,395

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Castle Shannon, PA

2002 Ford Thunderbird Deluxe

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

2002 Ford Thunderbird Deluxe

Castle Shannon, PA

UnscoredInsufficient · 3
$18,98828,528 mi

Comparison: 3 similar vehicles

Castle Shannon, PA

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Castle Shannon, PA

Fair PriceModerate · 36
$22,39065,287 mi

Market: $16,995 – $22,563

Comparison: 36 similar vehicles

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

Castle Shannon, PA

2023 Ford Escape PHEV

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

2023 Ford Escape PHEV

Castle Shannon, PA

UnscoredLimited · 5
$22,73919,714 mi

Comparison: 5 similar vehicles

Castle Shannon, PA

1996 Ford Mustang

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

1996 Ford Mustang

Castle Shannon, PA

UnscoredInsufficient · 0
$22,98834,712 mi

Castle Shannon, PA

1988 Ford Mustang

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

1988 Ford Mustang

Castle Shannon, PA

UnscoredInsufficient · 0
$27,98828,480 mi

Castle Shannon, PA

2023 Ford Mustang Mach-E Premium RWD

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

2023 Ford Mustang Mach-E Premium RWD

Castle Shannon, PA

OverpricedModerate · 40
$28,48830,692 mi

Market: $24,995 – $27,997

Comparison: 40 similar vehicles

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

Castle Shannon, PA

2001 Ford Mustang GT

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

2001 Ford Mustang GT

Castle Shannon, PA

UnscoredInsufficient · 0
$28,98820,642 mi

Castle Shannon, PA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Castle Shannon, PA

Fair PriceRobust · 660
$29,489Mileage not verified

Market: $29,789 – $68,403

Comparison: 660 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 38 days listed (based on current market benchmarks)

Castle Shannon, PA

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

Castle Shannon, PA

Fair PriceRobust · 760
$30,330Mileage not verified

Market: $30,357 – $69,682

Comparison: 760 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 18 days listed (based on current market benchmarks)

Castle Shannon, PA

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

Castle Shannon, PA

Fair PriceRobust · 761
$30,357Mileage not verified

Market: $30,330 – $69,682

Comparison: 761 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Castle Shannon, PA

2023 Ford Explorer ST-LINE

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

2023 Ford Explorer ST-LINE

Castle Shannon, PA

Fair PriceModerate · 48
$30,69865,239 mi

Market: $23,669 – $31,653

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Castle Shannon, PA

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

Castle Shannon, PA

Fair PriceRobust · 760
$31,0453,773 mi

Market: $30,330 – $69,682

Comparison: 760 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 219 days listed (based on current market benchmarks)

Castle Shannon, PA

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

Castle Shannon, PA

Fair PriceRobust · 760
$31,080107 mi

Market: $30,330 – $69,682

Comparison: 760 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Castle Shannon, PA

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

Castle Shannon, PA

Fair PriceRobust · 760
$31,080Mileage not verified

Market: $30,330 – $69,682

Comparison: 760 similar vehicles

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

Castle Shannon, PA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Castle Shannon, PA

Fair PriceRobust · 659
$32,350Mileage not verified

Market: $29,489 – $68,403

Comparison: 659 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Castle Shannon, PA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Castle Shannon, PA

Fair PriceRobust · 660
$32,489Mileage not verified

Market: $29,489 – $68,403

Comparison: 660 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Castle Shannon, PA

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

Castle Shannon, PA

Fair PriceRobust · 761
$32,599Mileage not verified

Market: $30,330 – $69,682

Comparison: 761 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Castle Shannon, PA

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

Castle Shannon, PA

Fair PriceRobust · 499
$33,025Mileage not verified

Market: $33,087 – $74,538

Comparison: 499 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 38 days listed (based on current market benchmarks)

Castle Shannon, PA

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

Castle Shannon, PA

Fair PriceRobust · 761
$33,239Mileage not verified

Market: $30,330 – $69,682

Comparison: 761 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Castle Shannon, PA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Castle Shannon, PA

Fair PriceRobust · 659
$33,705Mileage not verified

Market: $29,489 – $68,403

Comparison: 659 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 275 days listed (based on current market benchmarks)

Castle Shannon, PA

2026 Ford Maverick Lobo Standard

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

2026 Ford Maverick Lobo Standard

Castle Shannon, PA

Fair PriceRobust · 59
$33,760Mileage not verified

Market: $33,800 – $39,730

Comparison: 59 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 308 days listed (based on current market benchmarks)

Castle Shannon, PA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Castle Shannon, PA

Fair PriceRobust · 659
$34,060Mileage not verified

Market: $29,489 – $68,403

Comparison: 659 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Castle Shannon, PA

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Castle Shannon, PA

Fair PriceRobust · 158
$34,240Mileage not verified

Market: $28,802 – $62,590

Comparison: 158 similar vehicles

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

Castle Shannon, PA

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

Castle Shannon, PA

Fair PriceRobust · 761
$34,330Mileage not verified

Market: $30,330 – $69,682

Comparison: 761 similar vehicles

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

Castle Shannon, PA

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

Castle Shannon, PA

Fair PriceRobust · 761
$34,330Mileage not verified

Market: $30,330 – $69,682

Comparison: 761 similar vehicles

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

Castle Shannon, PA

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Castle Shannon, PA

Fair PriceRobust · 157
$34,425Mileage not verified

Market: $28,802 – $62,590

Comparison: 157 similar vehicles

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

Castle Shannon, PA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Castle Shannon, PA

Fair PriceRobust · 660
$34,989Mileage not verified

Market: $29,489 – $68,403

Comparison: 660 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Castle Shannon, PA

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Castle Shannon, PA

Fair PriceRobust · 158
$35,120Mileage not verified

Market: $28,802 – $62,590

Comparison: 158 similar vehicles

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

Castle Shannon, PA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Castle Shannon, PA

Fair PriceRobust · 659
$35,485Mileage not verified

Market: $29,489 – $68,403

Comparison: 659 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 231 days listed (based on current market benchmarks)

Castle Shannon, PA

2026 Ford Bronco Sport Heritage

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

2026 Ford Bronco Sport Heritage

Castle Shannon, PA

Fair PriceModerate · 33
$35,544Mileage not verified

Market: $33,821 – $38,521

Comparison: 33 similar vehicles

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

Castle Shannon, PA

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

Castle Shannon, PA

Fair PriceRobust · 760
$35,765Mileage not verified

Market: $30,330 – $69,682

Comparison: 760 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 221 days listed (based on current market benchmarks)

Castle Shannon, PA

2026 Ford Bronco Sport Heritage

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

2026 Ford Bronco Sport Heritage

Castle Shannon, PA

Fair PriceModerate · 32
$35,950Mileage not verified

Market: $33,821 – $38,521

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 163 days listed (based on current market benchmarks)

Castle Shannon, PA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Castle Shannon, PA

Fair PriceRobust · 660
$36,060Mileage not verified

Market: $29,489 – $68,403

Comparison: 660 similar vehicles

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

Castle Shannon, PA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Castle Shannon, PA

Fair PriceRobust · 660
$36,060Mileage not verified

Market: $29,489 – $68,403

Comparison: 660 similar vehicles

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

Castle Shannon, PA

2022 Ford Bronco 2-Door Base

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

2022 Ford Bronco 2-Door Base

Castle Shannon, PA

UnscoredInsufficient · 3
$36,16050,078 mi

Comparison: 3 similar vehicles

Castle Shannon, PA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Castle Shannon, PA

Fair PriceRobust · 660
$36,295Mileage not verified

Market: $29,489 – $68,403

Comparison: 660 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Castle Shannon, PA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Castle Shannon, PA

Fair PriceRobust · 660
$36,539Mileage not verified

Market: $29,489 – $68,403

Comparison: 660 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Castle Shannon, PA

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

Castle Shannon, PA

Fair PriceRobust · 499
$36,778Mileage not verified

Market: $33,025 – $74,538

Comparison: 499 similar vehicles

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

Castle Shannon, PA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Castle Shannon, PA

Fair PriceRobust · 660
$37,385Mileage not verified

Market: $29,489 – $68,403

Comparison: 660 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Castle Shannon, PA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Castle Shannon, PA

Fair PriceRobust · 660
$37,489Mileage not verified

Market: $29,489 – $68,403

Comparison: 660 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Castle Shannon, PA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Castle Shannon, PA

Fair PriceRobust · 660
$37,700Mileage not verified

Market: $29,489 – $68,403

Comparison: 660 similar vehicles

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

Castle Shannon, PA

2019 Ford F-150 Platinum

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

2019 Ford F-150 Platinum

Castle Shannon, PA

UnscoredInsufficient · 0
$37,98848,449 mi

Castle Shannon, PA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Castle Shannon, PA

Fair PriceRobust · 660
$38,465Mileage not verified

Market: $29,489 – $68,403

Comparison: 660 similar vehicles

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

Castle Shannon, PA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Castle Shannon, PA

Fair PriceRobust · 659
$38,940Mileage not verified

Market: $29,489 – $68,403

Comparison: 659 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Castle Shannon, PA

2026 Ford Maverick Lariat

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

2026 Ford Maverick Lariat

Castle Shannon, PA

Fair PriceRobust · 140
$38,989151 mi

Market: $38,090 – $45,575

Comparison: 140 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Castle Shannon, PA

2026 Ford Maverick Lobo Premium

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

2026 Ford Maverick Lobo Premium

Castle Shannon, PA

UnscoredLimited · 9
$39,505Mileage not verified

Comparison: 9 similar vehicles

Castle Shannon, PA

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Castle Shannon, PA

Fair PriceRobust · 149
$39,510Mileage not verified

Market: $35,402 – $50,815

Comparison: 149 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 369 days listed (based on current market benchmarks)

Castle Shannon, PA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Castle Shannon, PA

Fair PriceRobust · 660
$39,670Mileage not verified

Market: $29,489 – $68,403

Comparison: 660 similar vehicles

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

Castle Shannon, PA

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Castle Shannon, PA

Fair PriceRobust · 166
$39,695Mileage not verified

Market: $35,780 – $84,245

Comparison: 166 similar vehicles

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

Castle Shannon, PA

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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