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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 10, 2026

5.9M+

Unique vehicles analyzed

as of October 9, 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

391 listings found

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Crete, NE

UnscoredLimited · 5
$28,193Mileage not verified

Comparison: 5 similar vehicles

Crete, NE

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Lincoln, NE

UnscoredLimited · 6
$29,456Mileage not verified

Comparison: 6 similar vehicles

Lincoln, NE

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Lincoln, NE

UnscoredLimited · 6
$29,690Mileage not verified

Comparison: 6 similar vehicles

Lincoln, NE

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Lincoln, NE

UnscoredLimited · 6
$29,990Mileage not verified

Comparison: 6 similar vehicles

Lincoln, NE

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Papillion, NE

Fair PriceLimited · 11
$29,990Mileage not verified

Market: $28,193 – $30,785

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Papillion, NE

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Bellevue, NE

UnscoredLimited · 8
$30,279Mileage not verified

Comparison: 8 similar vehicles

Bellevue, NE

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Wahoo, NE

UnscoredLimited · 8
$30,295Mileage not verified

Comparison: 8 similar vehicles

Wahoo, NE

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Louisville, NE

UnscoredLimited · 6
$32,679Mileage not verified

Comparison: 6 similar vehicles

Louisville, NE

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Papillion, NE

Fair PriceModerate · 40
$33,811Mileage not verified

Market: $31,986 – $41,352

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 197 days listed (based on current market benchmarks)

Papillion, NE

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Columbus, NE

UnscoredInsufficient · 0
$42,160Mileage not verified

Columbus, NE

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Bellevue, NE

UnscoredInsufficient · 3
$42,389Mileage not verified

Comparison: 3 similar vehicles

Bellevue, NE

2027 Toyota bZ Limited

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

2027 Toyota bZ Limited

La Vista, NE

UnscoredLimited · 5
$47,479Mileage not verified

Comparison: 5 similar vehicles

La Vista, NE

2027 Toyota bZ Limited

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

2027 Toyota bZ Limited

Lincoln, NE

UnscoredLimited · 5
$47,479Mileage not verified

Comparison: 5 similar vehicles

Lincoln, NE

2027 Toyota bZ Woodland Premium

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

2027 Toyota bZ Woodland Premium

Bellevue, NE

UnscoredLimited · 9
$49,910Mileage not verified

Comparison: 9 similar vehicles

Bellevue, NE

2027 Toyota bZ Woodland

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

2027 Toyota bZ Woodland

Lincoln, NE

UnscoredInsufficient · 3
$49,910Mileage not verified

Comparison: 3 similar vehicles

Lincoln, NE

2027 Toyota bZ Woodland

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

2027 Toyota bZ Woodland

La Vista, NE

UnscoredInsufficient · 4
$50,123Mileage not verified

Comparison: 4 similar vehicles

La Vista, NE

2027 Toyota bZ Woodland Premium

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

2027 Toyota bZ Woodland Premium

Omaha, NE

UnscoredLimited · 9
$50,174Mileage not verified

Comparison: 9 similar vehicles

Omaha, NE

2027 Chevrolet Blazer EV LT

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

2027 Chevrolet Blazer EV LT

Omaha, NE

UnscoredInsufficient · 0
$52,289Mileage not verified

Omaha, NE

2027 Cadillac OPTIQ Luxury

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

2027 Cadillac OPTIQ Luxury

Omaha, NE

UnscoredLimited · 5
$55,589Mileage not verified

Comparison: 5 similar vehicles

Omaha, NE

2027 Cadillac OPTIQ Luxury

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

2027 Cadillac OPTIQ Luxury

Omaha, NE

UnscoredLimited · 5
$55,589Mileage not verified

Comparison: 5 similar vehicles

Omaha, NE

2027 Cadillac OPTIQ Luxury

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

2027 Cadillac OPTIQ Luxury

Omaha, NE

UnscoredLimited · 5
$57,213Mileage not verified

Comparison: 5 similar vehicles

Omaha, NE

2027 Cadillac OPTIQ Luxury

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

2027 Cadillac OPTIQ Luxury

Omaha, NE

UnscoredLimited · 5
$57,2131,786 mi

Comparison: 5 similar vehicles

Omaha, NE

2027 Cadillac OPTIQ Sport

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

2027 Cadillac OPTIQ Sport

Omaha, NE

UnscoredInsufficient · 3
$57,774Mileage not verified

Comparison: 3 similar vehicles

Omaha, NE

2027 Cadillac OPTIQ Luxury

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

2027 Cadillac OPTIQ Luxury

Omaha, NE

UnscoredLimited · 5
$57,813Mileage not verified

Comparison: 5 similar vehicles

Omaha, NE

2027 Cadillac OPTIQ Sport

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

2027 Cadillac OPTIQ Sport

Omaha, NE

UnscoredInsufficient · 3
$58,499Mileage not verified

Comparison: 3 similar vehicles

Omaha, NE

2027 Cadillac OPTIQ Sport

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

2027 Cadillac OPTIQ Sport

Omaha, NE

UnscoredInsufficient · 3
$59,099Mileage not verified

Comparison: 3 similar vehicles

Omaha, NE

2027 Cadillac OPTIQ Luxury

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

2027 Cadillac OPTIQ Luxury

Fremont, NE

UnscoredLimited · 5
$59,189Mileage not verified

Comparison: 5 similar vehicles

Fremont, NE

2027 Cadillac OPTIQ Sport

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

2027 Cadillac OPTIQ Sport

Fremont, NE

UnscoredInsufficient · 3
$59,194Mileage not verified

Comparison: 3 similar vehicles

Fremont, NE

2027 GENESIS GV60 Prestige

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

2027 GENESIS GV60 Prestige

Omaha, NE

UnscoredInsufficient · 0
$60,245Mileage not verified

Omaha, NE

2027 GENESIS GV60 Prestige

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

2027 GENESIS GV60 Prestige

Omaha, NE

UnscoredInsufficient · 0
$60,454Mileage not verified

Omaha, NE

2027 Cadillac OPTIQ Premium Luxury

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

2027 Cadillac OPTIQ Premium Luxury

Omaha, NE

Fair PriceModerate · 20
$60,775Mileage not verified

Market: $60,531 – $63,425

Comparison: 20 similar vehicles

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

Omaha, NE

2027 Chevrolet Blazer EV SS

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

2027 Chevrolet Blazer EV SS

Papillion, NE

UnscoredInsufficient · 3
$64,651Mileage not verified

Comparison: 3 similar vehicles

Papillion, NE

2027 Chevrolet Blazer EV SS

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

2027 Chevrolet Blazer EV SS

Wahoo, NE

UnscoredLimited · 5
$65,550Mileage not verified

Comparison: 5 similar vehicles

Wahoo, NE

2027 Cadillac LYRIQ Luxury

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

2027 Cadillac LYRIQ Luxury

Omaha, NE

UnscoredLimited · 5
$65,719Mileage not verified

Comparison: 5 similar vehicles

Omaha, NE

2027 Cadillac LYRIQ Luxury

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

2027 Cadillac LYRIQ Luxury

Omaha, NE

UnscoredLimited · 5
$65,719Mileage not verified

Comparison: 5 similar vehicles

Omaha, NE

2027 Cadillac LYRIQ Luxury

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

2027 Cadillac LYRIQ Luxury

Omaha, NE

UnscoredLimited · 5
$66,319Mileage not verified

Comparison: 5 similar vehicles

Omaha, NE

2027 Cadillac LYRIQ Luxury

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

2027 Cadillac LYRIQ Luxury

Omaha, NE

UnscoredLimited · 5
$66,319Mileage not verified

Comparison: 5 similar vehicles

Omaha, NE

2027 Cadillac LYRIQ Luxury

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

2027 Cadillac LYRIQ Luxury

Omaha, NE

UnscoredLimited · 5
$66,319Mileage not verified

Comparison: 5 similar vehicles

Omaha, NE

2027 Cadillac LYRIQ Luxury

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

2027 Cadillac LYRIQ Luxury

Omaha, NE

UnscoredLimited · 5
$66,319Mileage not verified

Comparison: 5 similar vehicles

Omaha, NE

2027 BMW iX3 50

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

2027 BMW iX3 50

Omaha, NE

UnscoredInsufficient · 4
$67,650Mileage not verified

Comparison: 4 similar vehicles

Omaha, NE

2027 Audi Q6 Sportback e-tron Premium

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

2027 Audi Q6 Sportback e-tron Premium

Omaha, NE

UnscoredInsufficient · 4
$70,425Mileage not verified

Comparison: 4 similar vehicles

Omaha, NE

2027 Audi Q6 Sportback e-tron Premium

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

2027 Audi Q6 Sportback e-tron Premium

Omaha, NE

UnscoredInsufficient · 4
$70,425Mileage not verified

Comparison: 4 similar vehicles

Omaha, NE

2027 BMW iX3 50

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

2027 BMW iX3 50

Omaha, NE

UnscoredInsufficient · 4
$70,750Mileage not verified

Comparison: 4 similar vehicles

Omaha, NE

2027 Audi Q6 Sportback e-tron Premium

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

2027 Audi Q6 Sportback e-tron Premium

Omaha, NE

UnscoredInsufficient · 4
$71,020Mileage not verified

Comparison: 4 similar vehicles

Omaha, NE

2027 Audi Q6 Sportback e-tron Premium Plus

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

2027 Audi Q6 Sportback e-tron Premium Plus

Omaha, NE

UnscoredLimited · 5
$74,775Mileage not verified

Comparison: 5 similar vehicles

Omaha, NE

2027 Audi Q6 Sportback e-tron Premium Plus

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

2027 Audi Q6 Sportback e-tron Premium Plus

Omaha, NE

UnscoredLimited · 5
$74,870Mileage not verified

Comparison: 5 similar vehicles

Omaha, NE

2027 Audi Q6 Sportback e-tron Premium Plus

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

2027 Audi Q6 Sportback e-tron Premium Plus

Omaha, NE

UnscoredLimited · 5
$74,870Mileage not verified

Comparison: 5 similar vehicles

Omaha, NE

2027 BMW i5 40

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

2027 BMW i5 40

Lincoln, NE

UnscoredInsufficient · 0
$75,084Mileage not verified

Lincoln, NE

2027 Audi Q6 e-tron Premium Plus

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

2027 Audi Q6 e-tron Premium Plus

Omaha, NE

UnscoredInsufficient · 0
$77,260Mileage not verified

Omaha, NE

2027 Audi A6 Sportback e-tron Premium Plus

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

2027 Audi A6 Sportback e-tron Premium Plus

Omaha, NE

UnscoredInsufficient · 0
$77,820Mileage not verified

Omaha, NE

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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