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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 6, 2026 · refresh delayed · 2 days ago

5.9M+

Unique vehicles analyzed

as of October 6, 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

10,248 listings found

2027 Kia Carnival LX

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

2027 Kia Carnival LX

San Bernardino, CA

UnscoredLimited · 8
$37,853Mileage not verified

Comparison: 8 similar vehicles

San Bernardino, CA

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Irvine, CA

UnscoredInsufficient · 0
$37,9985,095 mi

Irvine, CA

2027 Kia Carnival LX

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

2027 Kia Carnival LX

Pomona, CA

Fair PriceLimited · 18
$38,334Mileage not verified

Market: $37,853 – $47,407

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Pomona, CA

2027 Chrysler Voyager LX

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

2027 Chrysler Voyager LX

Marina, CA

Great DealLimited · 11
$38,340Mileage not verified

Market: $41,595 – $44,595

Comparison: 11 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 46 days listed (based on current market benchmarks)

Marina, CA

2027 Kia Carnival LX

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

2027 Kia Carnival LX

Dublin, CA

UnscoredInsufficient · 0
$38,538Mileage not verified

Dublin, CA

2027 Kia Carnival LX

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

2027 Kia Carnival LX

Modesto, CA

UnscoredInsufficient · 0
$38,860Mileage not verified

Modesto, CA

2027 Kia Carnival LX

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

2027 Kia Carnival LX

San Diego, CA

Fair PriceModerate · 25
$39,067Mileage not verified

Market: $37,853 – $47,407

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

San Diego, CA

2027 Kia Carnival LX

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

2027 Kia Carnival LX

Irvine, CA

Fair PriceLimited · 10
$39,200Mileage not verified

Market: $38,334 – $47,407

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Irvine, CA

2027 Kia Carnival LX

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

2027 Kia Carnival LX

Carson, CA

Fair PriceLimited · 13
$39,210Mileage not verified

Market: $38,334 – $47,407

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Carson, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

San Bernardino, CA

Fair PriceRobust · 86
$39,336Mileage not verified

Market: $39,797 – $49,065

Comparison: 86 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 26 days listed (based on current market benchmarks)

San Bernardino, CA

2027 Kia Carnival LX

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

2027 Kia Carnival LX

Irvine, CA

Fair PriceLimited · 10
$39,695Mileage not verified

Market: $38,334 – $47,407

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Irvine, CA

2027 Kia Carnival LX

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

2027 Kia Carnival LX

Carson, CA

Fair PriceLimited · 12
$39,695Mileage not verified

Market: $38,334 – $47,407

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Carson, CA

2027 Kia Carnival LX

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

2027 Kia Carnival LX

Perris, CA

UnscoredLimited · 7
$39,705Mileage not verified

Comparison: 7 similar vehicles

Perris, CA

2027 Kia Carnival LX

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

2027 Kia Carnival LX

Perris, CA

UnscoredLimited · 7
$39,705Mileage not verified

Comparison: 7 similar vehicles

Perris, CA

2027 Kia Carnival LX

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

2027 Kia Carnival LX

Carson, CA

Fair PriceLimited · 12
$39,705Mileage not verified

Market: $38,334 – $47,335

Comparison: 12 similar vehicles

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

Carson, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

San Bernardino, CA

Fair PriceRobust · 86
$39,797Mileage not verified

Market: $39,336 – $49,065

Comparison: 86 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

San Bernardino, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

San Bernardino, CA

Fair PriceRobust · 86
$39,797Mileage not verified

Market: $39,336 – $49,065

Comparison: 86 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

San Bernardino, CA

2027 Kia Carnival LX

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

2027 Kia Carnival LX

Garden Grove, CA

Fair PriceLimited · 19
$39,817Mileage not verified

Market: $37,853 – $47,407

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Garden Grove, CA

2027 Kia Carnival LX

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

2027 Kia Carnival LX

Garden Grove, CA

Fair PriceLimited · 19
$39,817Mileage not verified

Market: $37,853 – $47,407

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Garden Grove, CA

2027 Kia Carnival LX

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

2027 Kia Carnival LX

Santa Clarita, CA

Fair PriceModerate · 25
$39,817Mileage not verified

Market: $37,853 – $47,407

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Santa Clarita, CA

2027 Chrysler Voyager LX

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

2027 Chrysler Voyager LX

Perris, CA

Great DealLimited · 11
$39,837Mileage not verified

Market: $42,236 – $43,715

Comparison: 11 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 26 days listed (based on current market benchmarks)

Perris, CA

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Marina, CA

UnscoredInsufficient · 3
$40,019Mileage not verified

Comparison: 3 similar vehicles

Marina, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

Pomona, CA

Fair PriceRobust · 177
$40,084Mileage not verified

Market: $39,336 – $51,740

Comparison: 177 similar vehicles

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

Pomona, CA

2027 Kia Carnival LX

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

2027 Kia Carnival LX

Cathedral City, CA

Fair PriceModerate · 27
$40,352Mileage not verified

Market: $37,853 – $47,407

Comparison: 27 similar vehicles

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

Cathedral City, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

Dublin, CA

Fair PriceModerate · 25
$40,380Mileage not verified

Market: $40,726 – $45,272

Comparison: 25 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 36 days listed (based on current market benchmarks)

Dublin, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

Richmond, CA

Fair PriceRobust · 60
$40,420Mileage not verified

Market: $40,380 – $45,272

Comparison: 60 similar vehicles

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

Richmond, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

San Diego, CA

Great DealModerate · 34
$40,517Mileage not verified

Market: $42,692 – $44,102

Comparison: 34 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 19 days listed (based on current market benchmarks)

San Diego, CA

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Huntington Beach, CA

Fair PriceRobust · 89
$40,522Mileage not verified

Market: $40,522 – $68,903

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 146 days listed (based on current market benchmarks)

Huntington Beach, CA

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Huntington Beach, CA

Fair PriceRobust · 89
$40,522Mileage not verified

Market: $40,522 – $68,903

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 154 days listed (based on current market benchmarks)

Huntington Beach, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

Modesto, CA

Fair PriceLimited · 12
$40,680Mileage not verified

Market: $41,487 – $45,272

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 13 days listed (based on current market benchmarks)

Modesto, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

Santa Rosa, CA

Fair PriceRobust · 59
$40,692Mileage not verified

Market: $40,380 – $47,109

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Santa Rosa, CA

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Redwood City, CA

Fair PriceLimited · 19
$40,708Mileage not verified

Market: $40,019 – $53,682

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Redwood City, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

Dublin, CA

Fair PriceModerate · 25
$40,726Mileage not verified

Market: $40,380 – $45,272

Comparison: 25 similar vehicles

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

Dublin, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

Carson, CA

Fair PriceRobust · 141
$41,035Mileage not verified

Market: $40,084 – $51,740

Comparison: 141 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Carson, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

Dublin, CA

Fair PriceModerate · 25
$41,073Mileage not verified

Market: $40,380 – $45,272

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Dublin, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

San Bernardino, CA

Fair PriceRobust · 86
$41,196Mileage not verified

Market: $39,336 – $49,065

Comparison: 86 similar vehicles

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

San Bernardino, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

Carson, CA

Fair PriceRobust · 141
$41,200Mileage not verified

Market: $40,084 – $51,740

Comparison: 141 similar vehicles

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

Carson, CA

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Huntington Beach, CA

Fair PriceRobust · 89
$41,222Mileage not verified

Market: $40,522 – $68,903

Comparison: 89 similar vehicles

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

Huntington Beach, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

Huntington Beach, CA

Fair PriceRobust · 139
$41,237Mileage not verified

Market: $40,084 – $51,740

Comparison: 139 similar vehicles

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

Huntington Beach, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

Lake Elsinore, CA

Fair PriceRobust · 111
$41,286Mileage not verified

Market: $39,336 – $51,740

Comparison: 111 similar vehicles

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

Lake Elsinore, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

Lake Elsinore, CA

Fair PriceRobust · 111
$41,286Mileage not verified

Market: $39,336 – $51,740

Comparison: 111 similar vehicles

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

Lake Elsinore, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

Carson, CA

Fair PriceRobust · 141
$41,320Mileage not verified

Market: $40,084 – $51,740

Comparison: 141 similar vehicles

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

Carson, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

Garden Grove, CA

Fair PriceRobust · 178
$41,322Mileage not verified

Market: $39,336 – $51,740

Comparison: 178 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Garden Grove, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

Garden Grove, CA

Fair PriceRobust · 178
$41,322Mileage not verified

Market: $39,336 – $51,740

Comparison: 178 similar vehicles

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

Garden Grove, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

Garden Grove, CA

Fair PriceRobust · 178
$41,322Mileage not verified

Market: $39,336 – $51,740

Comparison: 178 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Garden Grove, CA

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

West Covina, CA

Fair PriceRobust · 99
$41,340Mileage not verified

Market: $40,522 – $68,903

Comparison: 99 similar vehicles

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

West Covina, CA

2027 Kia Carnival EX

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

2027 Kia Carnival EX

San Bernardino, CA

Fair PriceRobust · 141
$41,341Mileage not verified

Market: $41,382 – $52,255

Comparison: 141 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 6 days listed (based on current market benchmarks)

San Bernardino, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

Pomona, CA

Fair PriceRobust · 177
$41,355Mileage not verified

Market: $39,336 – $51,740

Comparison: 177 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Pomona, CA

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

Carson, CA

Fair PriceRobust · 141
$41,365Mileage not verified

Market: $40,084 – $51,740

Comparison: 141 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Carson, CA

2027 Kia Carnival EX

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

2027 Kia Carnival EX

San Bernardino, CA

Fair PriceRobust · 141
$41,382Mileage not verified

Market: $41,341 – $52,255

Comparison: 141 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

San Bernardino, 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, 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 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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