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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 15, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

144 listings found

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Soldotna, AK

Fair PriceLimited · 17
$46,250Mileage not verified

Market: $45,990 – $50,424

Comparison: 17 similar vehicles

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

Soldotna, AK

2027 Honda Odyssey Sport L

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

2027 Honda Odyssey Sport L

Anchorage, AK

UnscoredInsufficient · 0
$46,943Mileage not verified

Anchorage, AK

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Wasilla, AK

Fair PriceLimited · 13
$46,990Mileage not verified

Market: $45,990 – $50,424

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 173 days listed (based on current market benchmarks)

Wasilla, AK

2027 Chrysler Pacifica Limited

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

2027 Chrysler Pacifica Limited

Anchorage, AK

UnscoredInsufficient · 4
$46,990Mileage not verified

Comparison: 4 similar vehicles

Anchorage, AK

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Anchorage, AK

Fair PriceLimited · 14
$49,034Mileage not verified

Market: $45,990 – $50,424

Comparison: 14 similar vehicles

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

Anchorage, AK

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Anchorage, AK

Fair PriceLimited · 14
$49,046Mileage not verified

Market: $45,990 – $50,424

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 166 days listed (based on current market benchmarks)

Anchorage, AK

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Anchorage, AK

Fair PriceLimited · 14
$49,046Mileage not verified

Market: $45,990 – $50,424

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 161 days listed (based on current market benchmarks)

Anchorage, AK

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Anchorage, AK

Fair PriceLimited · 14
$49,131Mileage not verified

Market: $45,990 – $50,424

Comparison: 14 similar vehicles

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

Anchorage, AK

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Anchorage, AK

Fair PriceLimited · 14
$49,131Mileage not verified

Market: $45,990 – $50,424

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Anchorage, AK

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Anchorage, AK

Fair PriceLimited · 14
$50,046Mileage not verified

Market: $45,990 – $50,424

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 168 days listed (based on current market benchmarks)

Anchorage, AK

2027 Honda Odyssey Touring

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

2027 Honda Odyssey Touring

Anchorage, AK

UnscoredInsufficient · 0
$50,088Mileage not verified

Anchorage, AK

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Anchorage, AK

OverpricedLimited · 14
$50,424Mileage not verified

Market: $45,990 – $50,046

Comparison: 14 similar vehicles

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

Anchorage, AK

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Fairbanks, AK

UnscoredInsufficient · 0
$52,696Mileage not verified

Fairbanks, AK

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Fairbanks, AK

UnscoredInsufficient · 0
$53,503Mileage not verified

Fairbanks, AK

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Fairbanks, AK

UnscoredInsufficient · 0
$54,252Mileage not verified

Fairbanks, AK

2027 Chrysler Pacifica Limited

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

2027 Chrysler Pacifica Limited

Soldotna, AK

UnscoredInsufficient · 4
$57,529Mileage not verified

Comparison: 4 similar vehicles

Soldotna, AK

2027 Chrysler Pacifica Limited

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

2027 Chrysler Pacifica Limited

Soldotna, AK

UnscoredInsufficient · 4
$58,024Mileage not verified

Comparison: 4 similar vehicles

Soldotna, AK

2027 Chrysler Pacifica Limited

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

2027 Chrysler Pacifica Limited

Fairbanks, AK

UnscoredInsufficient · 0
$58,050Mileage not verified

Fairbanks, AK

2027 Chrysler Pacifica Limited

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

2027 Chrysler Pacifica Limited

Fairbanks, AK

UnscoredInsufficient · 0
$58,275Mileage not verified

Fairbanks, AK

2027 Chrysler Pacifica Pinnacle

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

2027 Chrysler Pacifica Pinnacle

Fairbanks, AK

UnscoredInsufficient · 0
$63,386Mileage not verified

Fairbanks, AK

2026 Chrysler Pacifica Limited

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

2026 Chrysler Pacifica Limited

Anchorage, AK

Fair PriceLimited · 18
$34,99512,266 mi

Market: $34,995 – $39,244

Comparison: 18 similar vehicles

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

Anchorage, AK

2026 Chrysler Pacifica Limited

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

2026 Chrysler Pacifica Limited

Anchorage, AK

Fair PriceLimited · 18
$34,99512,950 mi

Market: $34,995 – $39,244

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 153 days listed (based on current market benchmarks)

Anchorage, AK

2026 Chrysler Pacifica Limited

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

2026 Chrysler Pacifica Limited

Anchorage, AK

Fair PriceLimited · 18
$34,99512,461 mi

Market: $34,995 – $39,244

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Anchorage, AK

2026 Honda Odyssey EX-L

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

2026 Honda Odyssey EX-L

Soldotna, AK

UnscoredInsufficient · 0
$38,4888,495 mi

Soldotna, AK

2026 Chrysler Pacifica Limited

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

2026 Chrysler Pacifica Limited

Anchorage, AK

OverpricedLimited · 18
$38,99515,159 mi

Market: $34,995 – $35,244

Comparison: 18 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Anchorage, AK

2026 Kia Carnival LXS

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

2026 Kia Carnival LXS

Anchorage, AK

UnscoredInsufficient · 0
$40,749Mileage not verified

Anchorage, AK

2026 Chrysler Pacifica Select

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

2026 Chrysler Pacifica Select

Soldotna, AK

UnscoredInsufficient · 0
$43,694Mileage not verified

Soldotna, AK

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Anchorage, AK

UnscoredInsufficient · 0
$43,889Mileage not verified

Anchorage, AK

2026 Chrysler Pacifica Select

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

2026 Chrysler Pacifica Select

Soldotna, AK

UnscoredInsufficient · 0
$44,694Mileage not verified

Soldotna, AK

2026 Honda Odyssey EX-L

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

2026 Honda Odyssey EX-L

Anchorage, AK

UnscoredInsufficient · 0
$44,782Mileage not verified

Anchorage, AK

2026 Chrysler Pacifica Select

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

2026 Chrysler Pacifica Select

Fairbanks, AK

UnscoredInsufficient · 0
$48,273Mileage not verified

Fairbanks, AK

2026 Toyota Sienna XLE

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

2026 Toyota Sienna XLE

Juneau, AK

UnscoredInsufficient · 0
$51,994Mileage not verified

Juneau, AK

2026 Toyota Sienna XLE

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

2026 Toyota Sienna XLE

Fairbanks, AK

UnscoredInsufficient · 0
$52,559Mileage not verified

Fairbanks, AK

2026 Toyota Sienna XLE

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

2026 Toyota Sienna XLE

Anchorage, AK

UnscoredInsufficient · 0
$53,184Mileage not verified

Anchorage, AK

2026 Toyota Sienna XSE

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

2026 Toyota Sienna XSE

Juneau, AK

UnscoredInsufficient · 0
$53,219Mileage not verified

Juneau, AK

2026 Toyota Sienna XLE

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

2026 Toyota Sienna XLE

Fairbanks, AK

UnscoredInsufficient · 0
$53,404Mileage not verified

Fairbanks, AK

2026 Toyota Sienna Woodland Edition

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

2026 Toyota Sienna Woodland Edition

Juneau, AK

UnscoredInsufficient · 0
$54,114Mileage not verified

Juneau, AK

2026 Toyota Sienna Woodland Edition

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

2026 Toyota Sienna Woodland Edition

Juneau, AK

UnscoredInsufficient · 0
$54,354Mileage not verified

Juneau, AK

2026 Toyota Sienna Woodland Edition

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

2026 Toyota Sienna Woodland Edition

Soldotna, AK

Fair PriceLimited · 10
$54,469Mileage not verified

Market: $54,469 – $55,259

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Soldotna, AK

2026 Toyota Sienna Woodland Edition

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

2026 Toyota Sienna Woodland Edition

Anchorage, AK

UnscoredLimited · 8
$54,469Mileage not verified

Comparison: 8 similar vehicles

Anchorage, AK

2026 Toyota Sienna Woodland Edition

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

2026 Toyota Sienna Woodland Edition

Anchorage, AK

UnscoredLimited · 8
$54,469Mileage not verified

Comparison: 8 similar vehicles

Anchorage, AK

2026 Toyota Sienna Woodland Edition

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

2026 Toyota Sienna Woodland Edition

Anchorage, AK

UnscoredLimited · 8
$54,469Mileage not verified

Comparison: 8 similar vehicles

Anchorage, AK

2026 Toyota Sienna Woodland Edition

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

2026 Toyota Sienna Woodland Edition

Soldotna, AK

Fair PriceLimited · 10
$54,564Mileage not verified

Market: $54,469 – $55,259

Comparison: 10 similar vehicles

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

Soldotna, AK

2026 Toyota Sienna Woodland Edition

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

2026 Toyota Sienna Woodland Edition

Soldotna, AK

Fair PriceLimited · 10
$54,864Mileage not verified

Market: $54,469 – $55,259

Comparison: 10 similar vehicles

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

Soldotna, AK

2026 Toyota Sienna Woodland Edition

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

2026 Toyota Sienna Woodland Edition

Anchorage, AK

UnscoredLimited · 8
$55,019Mileage not verified

Comparison: 8 similar vehicles

Anchorage, AK

2026 Toyota Sienna Woodland Edition

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

2026 Toyota Sienna Woodland Edition

Fairbanks, AK

UnscoredInsufficient · 0
$55,259Mileage not verified

Fairbanks, AK

2026 Toyota Sienna Woodland Edition

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

2026 Toyota Sienna Woodland Edition

Soldotna, AK

Fair PriceLimited · 10
$55,259Mileage not verified

Market: $54,469 – $55,259

Comparison: 10 similar vehicles

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

Soldotna, AK

2026 Kia Carnival SX Prestige

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

2026 Kia Carnival SX Prestige

Anchorage, AK

UnscoredInsufficient · 0
$57,099Mileage not verified

Anchorage, AK

2026 Toyota Sienna Limited

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

2026 Toyota Sienna Limited

Anchorage, AK

UnscoredLimited · 5
$58,368Mileage not verified

Comparison: 5 similar vehicles

Anchorage, AK

2026 Toyota Sienna Limited

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

2026 Toyota Sienna Limited

Anchorage, AK

UnscoredLimited · 5
$58,843Mileage not verified

Comparison: 5 similar vehicles

Anchorage, AK

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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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

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. iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale. TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers. Edmunds publishes car reviews and provides deal ratings on new and used listings. J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values. Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value. 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 verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.

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 manage their profile, 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, exports, and enhanced merchandising.
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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