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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

46 listings found

2019 Ford Fiesta SE

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

2019 Ford Fiesta SE

Waterford, PA

Fair PriceModerate · 30
$7,47084,453 mi

Market: $3,900 – $12,995

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Waterford, PA

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Waterford, PA

UnscoredInsufficient · 3
$9,470101,156 mi

Comparison: 3 similar vehicles

Waterford, PA

2018 Ford Focus Titanium

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

2018 Ford Focus Titanium

Waterford, PA

Fair PriceModerate · 29
$11,99997,508 mi

Market: $6,995 – $15,983

Comparison: 29 similar vehicles

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

Waterford, PA

2018 Ford Escape SE

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

2018 Ford Escape SE

Waterford, PA

Fair PriceRobust · 434
$12,47095,026 mi

Market: $3,995 – $15,987

Comparison: 434 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

Waterford, PA

2015 Ford Edge SEL

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

2015 Ford Edge SEL

Waterford, PA

Fair PriceRobust · 84
$12,48985,776 mi

Market: $3,485 – $13,599

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Waterford, PA

2017 Ford Fusion S

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

2017 Ford Fusion S

Waterford, PA

OverpricedLimited · 14
$12,99999,652 mi

Market: $5,995 – $12,723

Comparison: 14 similar vehicles

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

Waterford, PA

2013 Ford F-150 STX

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

2013 Ford F-150 STX

Waterford, PA

UnscoredModerate · 26
$12,999197,226 mi

Comparison: 26 similar vehicles

Waterford, PA

1982 Ford N series

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

1982 Ford N series

Waterford, PA

UnscoredInsufficient · 0
$12,99920,463 mi

Waterford, PA

2015 Ford Mustang EcoBoost Premium

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

2015 Ford Mustang EcoBoost Premium

Waterford, PA

Fair PriceLimited · 19
$15,48587,636 mi

Market: $10,495 – $17,990

Comparison: 19 similar vehicles

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

Waterford, PA

2019 Ford F-450 Super Duty Chassis Cab XL

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

2019 Ford F-450 Super Duty Chassis Cab XL

Waterford, PA

UnscoredLimited · 6
$16,999164,109 mi

Comparison: 6 similar vehicles

Waterford, PA

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

Waterford, PA

UnscoredLimited · 11
$16,999172,067 mi

Comparison: 11 similar vehicles

Waterford, PA

2016 Ford E-Series Cutaway Base

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

2016 Ford E-Series Cutaway Base

Waterford, PA

UnscoredModerate · 24
$16,999207,194 mi

Comparison: 24 similar vehicles

Waterford, PA

2019 Ford Explorer Limited

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

2019 Ford Explorer Limited

Waterford, PA

Fair PriceModerate · 30
$17,999106,128 mi

Market: $10,283 – $21,990

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 203 days listed (based on current market benchmarks)

Waterford, PA

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Waterford, PA

UnscoredRobust · 227
$18,487122,574 mi

Comparison: 227 similar vehicles

Waterford, PA

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Waterford, PA

Fair PriceLimited · 16
$19,118116,083 mi

Market: $9,412 – $24,995

Comparison: 16 similar vehicles

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

Waterford, PA

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Waterford, PA

UnscoredLimited · 16
$20,487122,286 mi

Comparison: 16 similar vehicles

Waterford, PA

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Waterford, PA

Fair PriceRobust · 602
$21,48082,414 mi

Market: $8,500 – $27,999

Comparison: 602 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 183 days listed (based on current market benchmarks)

Waterford, PA

2022 Ford Maverick XLT

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

2022 Ford Maverick XLT

Waterford, PA

Fair PriceRobust · 66
$21,48598,763 mi

Market: $19,999 – $24,990

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Waterford, PA

2020 Ford Explorer Limited

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

2020 Ford Explorer Limited

Waterford, PA

Fair PriceRobust · 125
$21,48794,059 mi

Market: $15,900 – $27,998

Comparison: 125 similar vehicles

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

Waterford, PA

2023 Ford Escape Active

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

2023 Ford Escape Active

Waterford, PA

Fair PriceRobust · 177
$24,4859,335 mi

Market: $22,275 – $26,336

Comparison: 177 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 212 days listed (based on current market benchmarks)

Waterford, PA

2022 Ford Bronco Sport Big Bend

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

2022 Ford Bronco Sport Big Bend

Waterford, PA

Fair PriceModerate · 37
$24,98526,935 mi

Market: $23,500 – $29,988

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Waterford, PA

2025 Ford Escape Active

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

2025 Ford Escape Active

Waterford, PA

Fair PriceRobust · 52
$25,48513,559 mi

Market: $18,995 – $30,275

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Waterford, PA

2019 Ford F-250 Super Duty XL

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

2019 Ford F-250 Super Duty XL

Waterford, PA

UnscoredRobust · 61
$25,487178,531 mi

Comparison: 61 similar vehicles

Waterford, PA

2015 Ford F-150 Lariat

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

2015 Ford F-150 Lariat

Waterford, PA

OverpricedModerate · 45
$25,48791,539 mi

Market: $9,275 – $23,995

Comparison: 45 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Waterford, PA

2024 Ford Bronco Sport Big Bend

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

2024 Ford Bronco Sport Big Bend

Waterford, PA

Fair PriceRobust · 137
$25,91111,897 mi

Market: $18,995 – $29,417

Comparison: 137 similar vehicles

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

Waterford, PA

2023 Ford Edge Titanium

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

2023 Ford Edge Titanium

Waterford, PA

Fair PriceModerate · 36
$25,98538,440 mi

Market: $18,995 – $31,995

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 585 days listed (based on current market benchmarks)

Waterford, PA

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

Waterford, PA

UnscoredLimited · 9
$25,99078,873 mi

Comparison: 9 similar vehicles

Waterford, PA

2021 Ford Ranger Lariat

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

2021 Ford Ranger Lariat

Waterford, PA

Fair PriceRobust · 62
$27,46182,024 mi

Market: $16,995 – $29,810

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 257 days listed (based on current market benchmarks)

Waterford, PA

2022 Ford Transit Cutaway Base

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

2022 Ford Transit Cutaway Base

Waterford, PA

UnscoredInsufficient · 0
$27,48772,693 mi

Waterford, PA

2024 Ford Maverick XLT

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

2024 Ford Maverick XLT

Waterford, PA

Fair PriceModerate · 20
$30,47021,263 mi

Market: $23,718 – $88,866

Comparison: 20 similar vehicles

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

Waterford, PA

2022 Ford Bronco 4-Door Big Bend

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

2022 Ford Bronco 4-Door Big Bend

Waterford, PA

Fair PriceModerate · 20
$30,47045,730 mi

Market: $30,859 – $35,940

Comparison: 20 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 90 days listed (based on current market benchmarks)

Waterford, PA

2025 Ford Maverick XL

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

2025 Ford Maverick XL

Waterford, PA

Fair PriceLimited · 16
$30,48519,680 mi

Market: $27,498 – $31,990

Comparison: 16 similar vehicles

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

Waterford, PA

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

Waterford, PA

OverpricedModerate · 26
$32,03754,558 mi

Market: $23,394 – $30,485

Comparison: 26 similar vehicles

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

Waterford, PA

2025 Ford Maverick XLT

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

2025 Ford Maverick XLT

Waterford, PA

Fair PriceRobust · 52
$33,48513,865 mi

Market: $23,500 – $34,721

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Waterford, PA

2022 Ford F-150 XL

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

2022 Ford F-150 XL

Waterford, PA

Fair PriceModerate · 20
$33,48735,535 mi

Market: $26,590 – $35,500

Comparison: 20 similar vehicles

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

Waterford, PA

2012 Ford F-550

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

2012 Ford F-550

Waterford, PA

UnscoredInsufficient · 0
$35,00010,533 mi

Waterford, PA

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

Waterford, PA

Fair PriceRobust · 161
$35,06150,144 mi

Market: $29,447 – $44,313

Comparison: 161 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 256 days listed (based on current market benchmarks)

Waterford, PA

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

Waterford, PA

Fair PriceRobust · 361
$35,48785,425 mi

Market: $21,997 – $49,375

Comparison: 361 similar vehicles

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

Waterford, PA

2024 Ford Ranger Lariat

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

2024 Ford Ranger Lariat

Waterford, PA

Fair PriceLimited · 13
$39,98523,913 mi

Market: $38,669 – $44,094

Comparison: 13 similar vehicles

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

Waterford, PA

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

Waterford, PA

UnscoredLimited · 7
$40,48537,220 mi

Comparison: 7 similar vehicles

Waterford, PA

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

Waterford, PA

UnscoredLimited · 6
$40,98527,350 mi

Comparison: 6 similar vehicles

Waterford, PA

2025 Ford F-150 STX

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

2025 Ford F-150 STX

Waterford, PA

UnscoredLimited · 6
$42,99014,750 mi

Comparison: 6 similar vehicles

Waterford, PA

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Waterford, PA

UnscoredLimited · 9
$44,48721,054 mi

Comparison: 9 similar vehicles

Waterford, PA

2022 Ford F-150 King Ranch

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

2022 Ford F-150 King Ranch

Waterford, PA

UnscoredInsufficient · 3
$48,48747,136 mi

Comparison: 3 similar vehicles

Waterford, PA

2024 Ford Expedition King Ranch

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

2024 Ford Expedition King Ranch

Waterford, PA

Fair PriceLimited · 11
$60,48525,772 mi

Market: $60,170 – $69,390

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Waterford, PA

2025 Ford F-150 King Ranch

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

2025 Ford F-150 King Ranch

Waterford, PA

Fair PriceModerate · 24
$62,48516,457 mi

Market: $58,429 – $66,795

Comparison: 24 similar vehicles

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

Waterford, 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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