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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

100 listings found

2017 Chrysler Pacifica LX

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

2017 Chrysler Pacifica LX

Exeter, CA

UnscoredInsufficient · 3
$10,66793,606 mi

Comparison: 3 similar vehicles

Exeter, CA

2019 INFINITI QX60 LUXE

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

2019 INFINITI QX60 LUXE

Exeter, CA

Fair PriceModerate · 25
$14,167106,402 mi

Market: $8,950 – $25,142

Comparison: 25 similar vehicles

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

Exeter, CA

2020 Chevrolet Traverse 1LT

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

2020 Chevrolet Traverse 1LT

Exeter, CA

Fair PriceLimited · 10
$18,16793,842 mi

Market: $17,995 – $20,499

Comparison: 10 similar vehicles

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

Exeter, CA

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Exeter, CA

Fair PriceModerate · 31
$19,16743,420 mi

Market: $17,656 – $22,121

Comparison: 31 similar vehicles

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

Exeter, CA

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Exeter, CA

Fair PriceModerate · 21
$19,16731,241 mi

Market: $18,939 – $19,998

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Exeter, CA

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Exeter, CA

Unscored
$19,16757,635 mi

Comparison: 8 similar vehicles

Exeter, CA

2022 Ford Edge SE

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

2022 Ford Edge SE

Exeter, CA

UnscoredInsufficient · 0
$20,16735,873 mi

Exeter, CA

2022 Chrysler 300 S

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

2022 Chrysler 300 S

Exeter, CA

Unscored
$21,16771,822 mi

Comparison: 7 similar vehicles

Exeter, CA

2022 Chevrolet Silverado 1500 Work Truck

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

2022 Chevrolet Silverado 1500 Work Truck

Exeter, CA

Fair PriceModerate · 26
$21,16775,064 mi

Market: $16,900 – $26,496

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Exeter, CA

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

Exeter, CA

Fair PriceLimited · 12
$22,16752,461 mi

Market: $21,315 – $23,900

Comparison: 12 similar vehicles

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

Exeter, CA

2021 Ford Escape Titanium

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

2021 Ford Escape Titanium

Exeter, CA

UnscoredInsufficient · 0
$22,16734,255 mi

Exeter, CA

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

Exeter, CA

UnscoredInsufficient · 4
$22,16747,956 mi

Comparison: 4 similar vehicles

Exeter, CA

2022 Honda Civic LX

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

2022 Honda Civic LX

Exeter, CA

UnscoredInsufficient · 3
$22,96757,362 mi

Comparison: 3 similar vehicles

Exeter, CA

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Exeter, CA

Unscored
$23,16712,168 mi

Comparison: 5 similar vehicles

Exeter, CA

2020 RAM 1500 Pickup Big Horn/Lone Star

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

2020 RAM 1500 Pickup Big Horn/Lone Star

Exeter, CA

Unscored
$24,16765,092 mi

Comparison: 7 similar vehicles

Exeter, CA

2021 BMW 3 Series 330i

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

2021 BMW 3 Series 330i

Exeter, CA

Unscored
$25,66729,858 mi

Comparison: 6 similar vehicles

Exeter, CA

2021 Ford F-150 XLT

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

2021 Ford F-150 XLT

Exeter, CA

Fair PriceRobust · 103
$27,667100,708 mi

Market: $18,399 – $34,652

Comparison: 103 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 226 days listed (based on current market benchmarks)

Exeter, CA

2019 Ford Expedition Platinum

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

2019 Ford Expedition Platinum

Exeter, CA

Fair PriceLimited · 18
$28,16794,472 mi

Market: $23,866 – $32,980

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Exeter, CA

2026 Kia K5 GT-Line

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

2026 Kia K5 GT-Line

Exeter, CA

Unscored
$31,16720,517 mi

Comparison: 5 similar vehicles

Exeter, CA

2023 Ford Mustang Mach-E California Route 1 AWD

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

2023 Ford Mustang Mach-E California Route 1 AWD

Exeter, CA

Unscored
$32,16734,712 mi

Comparison: 6 similar vehicles

Exeter, CA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Exeter, CA

Fair PriceLimited · 15
$32,727Mileage not verified

Market: $29,727 – $40,227

Comparison: 15 similar vehicles

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

Exeter, CA

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

Exeter, CA

Unscored
$36,112Mileage not verified

Comparison: 7 similar vehicles

Exeter, CA

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

Exeter, CA

Fair PriceLimited · 15
$36,327Mileage not verified

Market: $28,279 – $41,135

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 399 days listed (based on current market benchmarks)

Exeter, CA

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Exeter, CA

Fair PriceLimited · 11
$36,542125 mi

Market: $33,567 – $39,117

Comparison: 11 similar vehicles

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

Exeter, CA

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

Exeter, CA

Unscored
$36,852Mileage not verified

Comparison: 7 similar vehicles

Exeter, CA

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

Exeter, CA

Fair PriceRobust · 137
$39,577Mileage not verified

Market: $32,527 – $44,342

Comparison: 137 similar vehicles

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

Exeter, CA

2025 Ford Escape Plug-in hybrid

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

2025 Ford Escape Plug-in hybrid

Exeter, CA

Fair PriceModerate · 33
$40,612Mileage not verified

Market: $35,017 – $46,632

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 689 days listed (based on current market benchmarks)

Exeter, CA

2021 Ford F-150 King Ranch

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

2021 Ford F-150 King Ranch

Exeter, CA

Fair PriceLimited · 16
$41,16774,783 mi

Market: $34,906 – $47,900

Comparison: 16 similar vehicles

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

Exeter, CA

2025 Ford Bronco Sport Outer Banks

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

2025 Ford Bronco Sport Outer Banks

Exeter, CA

Fair PriceRobust · 50
$41,492Mileage not verified

Market: $31,110 – $46,654

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 415 days listed (based on current market benchmarks)

Exeter, CA

2021 Lincoln Navigator Black Label L

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

2021 Lincoln Navigator Black Label L

Exeter, CA

UnscoredInsufficient · 0
$43,16771,443 mi

Exeter, CA

2025 Ford Bronco Sport Badlands

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

2025 Ford Bronco Sport Badlands

Exeter, CA

Fair PriceModerate · 29
$43,227Mileage not verified

Market: $32,110 – $47,609

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 401 days listed (based on current market benchmarks)

Exeter, CA

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

Exeter, CA

Fair PriceLimited · 12
$43,852Mileage not verified

Market: $38,751 – $51,272

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 575 days listed (based on current market benchmarks)

Exeter, CA

2024 RAM 2500 Pickup Big Horn

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

2024 RAM 2500 Pickup Big Horn

Exeter, CA

Unscored
$44,16741,605 mi

Comparison: 8 similar vehicles

Exeter, CA

2025 Ford Maverick Tremor

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

2025 Ford Maverick Tremor

Exeter, CA

Unscored
$44,237Mileage not verified

Comparison: 7 similar vehicles

Exeter, CA

2025 Ford Ranger XLT

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

2025 Ford Ranger XLT

Exeter, CA

OverpricedLimited · 10
$46,582Mileage not verified

Market: $38,746 – $45,497

Comparison: 10 similar vehicles

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

Exeter, CA

2026 Ford F-150 STX

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

2026 Ford F-150 STX

Exeter, CA

Fair PriceModerate · 36
$47,812Mileage not verified

Market: $39,846 – $56,922

Comparison: 36 similar vehicles

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

Exeter, CA

2026 Ford F-150 STX

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

2026 Ford F-150 STX

Exeter, CA

Fair PriceModerate · 36
$48,437Mileage not verified

Market: $39,846 – $56,922

Comparison: 36 similar vehicles

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

Exeter, CA

2026 Ford Ranger Lariat

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

2026 Ford Ranger Lariat

Exeter, CA

Fair PriceRobust · 167
$48,597Mileage not verified

Market: $46,307 – $61,922

Comparison: 167 similar vehicles

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

Exeter, CA

2026 Ford Bronco 4-Door Big Bend

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

2026 Ford Bronco 4-Door Big Bend

Exeter, CA

Fair PriceModerate · 30
$49,037125 mi

Market: $44,542 – $63,910

Comparison: 30 similar vehicles

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

Exeter, CA

2026 Ford Explorer ST-LINE

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

2026 Ford Explorer ST-LINE

Exeter, CA

UnscoredInsufficient · 4
$49,822Mileage not verified

Comparison: 4 similar vehicles

Exeter, CA

2026 Ford Explorer Active

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

2026 Ford Explorer Active

Exeter, CA

Fair PriceRobust · 69
$52,232Mileage not verified

Market: $37,926 – $52,732

Comparison: 69 similar vehicles

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

Exeter, CA

2026 Ford Explorer Active

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

2026 Ford Explorer Active

Exeter, CA

OverpricedRobust · 69
$52,732Mileage not verified

Market: $37,926 – $52,232

Comparison: 69 similar vehicles

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

Exeter, CA

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Exeter, CA

Fair PriceRobust · 97
$53,912Mileage not verified

Market: $42,199 – $89,229

Comparison: 97 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Exeter, CA

2024 Ford F-250 Super Duty XLT

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

2024 Ford F-250 Super Duty XLT

Exeter, CA

Unscored
$54,06746,951 mi

Comparison: 6 similar vehicles

Exeter, CA

2025 Ford F-350 Super Duty XLT

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

2025 Ford F-350 Super Duty XLT

Exeter, CA

UnscoredInsufficient · 4
$56,158125 mi

Comparison: 4 similar vehicles

Exeter, CA

2027 Ford Explorer ST

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

2027 Ford Explorer ST

Exeter, CA

Unscored
$62,757Mileage not verified

Comparison: 5 similar vehicles

Exeter, CA

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Exeter, CA

Fair PriceLimited · 12
$63,597Mileage not verified

Market: $52,351 – $64,052

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Exeter, CA

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Exeter, CA

OverpricedLimited · 12
$64,052Mileage not verified

Market: $52,351 – $63,597

Comparison: 12 similar vehicles

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

Exeter, CA

2025 Ford Transit Passenger Van XL

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

2025 Ford Transit Passenger Van XL

Exeter, CA

Unscored
$64,582Mileage not verified

Comparison: 7 similar vehicles

Exeter, CA

2026 Ford Ranger Raptor

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

2026 Ford Ranger Raptor

Exeter, CA

UnscoredInsufficient · 4
$65,042Mileage not verified

Comparison: 4 similar vehicles

Exeter, CA

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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