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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 12, 2026

6M+

Unique vehicles analyzed

as of October 11, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.8M used·Listings processed daily

Or explore the market

2,236 listings found

2027 Nissan Sentra S

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

2027 Nissan Sentra S

Andalusia, AL

UnscoredLimited · 5
$25,194Mileage not verified

Comparison: 5 similar vehicles

Andalusia, AL

2027 Nissan Sentra S

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

2027 Nissan Sentra S

Andalusia, AL

UnscoredLimited · 5
$25,194Mileage not verified

Comparison: 5 similar vehicles

Andalusia, AL

2027 Nissan Sentra S

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

2027 Nissan Sentra S

Andalusia, AL

UnscoredLimited · 5
$25,194Mileage not verified

Comparison: 5 similar vehicles

Andalusia, AL

2027 Nissan Sentra S

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

2027 Nissan Sentra S

Andalusia, AL

UnscoredLimited · 5
$25,194Mileage not verified

Comparison: 5 similar vehicles

Andalusia, AL

2027 Nissan Sentra S

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

2027 Nissan Sentra S

Andalusia, AL

UnscoredLimited · 5
$25,194Mileage not verified

Comparison: 5 similar vehicles

Andalusia, AL

2027 Nissan Sentra S

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

2027 Nissan Sentra S

Andalusia, AL

UnscoredLimited · 5
$25,194Mileage not verified

Comparison: 5 similar vehicles

Andalusia, AL

2027 Nissan KICKS S

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

2027 Nissan KICKS S

Andalusia, AL

UnscoredLimited · 5
$25,384Mileage not verified

Comparison: 5 similar vehicles

Andalusia, AL

2027 Nissan KICKS S

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

2027 Nissan KICKS S

Andalusia, AL

UnscoredLimited · 5
$25,384Mileage not verified

Comparison: 5 similar vehicles

Andalusia, AL

2027 Nissan KICKS S

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

2027 Nissan KICKS S

Andalusia, AL

UnscoredLimited · 5
$25,384Mileage not verified

Comparison: 5 similar vehicles

Andalusia, AL

2027 Nissan KICKS S

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

2027 Nissan KICKS S

Andalusia, AL

UnscoredLimited · 5
$25,384Mileage not verified

Comparison: 5 similar vehicles

Andalusia, AL

2027 Nissan KICKS S

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

2027 Nissan KICKS S

Andalusia, AL

UnscoredLimited · 5
$25,384Mileage not verified

Comparison: 5 similar vehicles

Andalusia, AL

2027 Nissan KICKS S

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

2027 Nissan KICKS S

Andalusia, AL

UnscoredLimited · 5
$25,384Mileage not verified

Comparison: 5 similar vehicles

Andalusia, AL

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Andalusia, AL

UnscoredLimited · 6
$25,764Mileage not verified

Comparison: 6 similar vehicles

Andalusia, AL

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Andalusia, AL

UnscoredLimited · 6
$26,214Mileage not verified

Comparison: 6 similar vehicles

Andalusia, AL

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Andalusia, AL

UnscoredLimited · 6
$26,754Mileage not verified

Comparison: 6 similar vehicles

Andalusia, AL

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Andalusia, AL

Fair PriceRobust · 411
$26,784Mileage not verified

Market: $24,965 – $32,316

Comparison: 411 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Andalusia, AL

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Andalusia, AL

Fair PriceRobust · 411
$26,884Mileage not verified

Market: $24,965 – $32,316

Comparison: 411 similar vehicles

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

Andalusia, AL

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Andalusia, AL

UnscoredLimited · 6
$27,204Mileage not verified

Comparison: 6 similar vehicles

Andalusia, AL

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Andalusia, AL

UnscoredLimited · 6
$27,204Mileage not verified

Comparison: 6 similar vehicles

Andalusia, AL

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Andalusia, AL

UnscoredLimited · 6
$27,404Mileage not verified

Comparison: 6 similar vehicles

Andalusia, AL

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Andalusia, AL

UnscoredLimited · 6
$27,854Mileage not verified

Comparison: 6 similar vehicles

Andalusia, AL

2027 Nissan Sentra SR

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

2027 Nissan Sentra SR

Andalusia, AL

UnscoredInsufficient · 4
$28,264Mileage not verified

Comparison: 4 similar vehicles

Andalusia, AL

2027 Nissan Sentra SR

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

2027 Nissan Sentra SR

Andalusia, AL

UnscoredInsufficient · 4
$28,464Mileage not verified

Comparison: 4 similar vehicles

Andalusia, AL

2027 Nissan Sentra SR

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

2027 Nissan Sentra SR

Andalusia, AL

UnscoredInsufficient · 4
$28,764Mileage not verified

Comparison: 4 similar vehicles

Andalusia, AL

2027 Hyundai Kona SEL Sport

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

2027 Hyundai Kona SEL Sport

Jackson, AL

UnscoredLimited · 5
$29,285Mileage not verified

Comparison: 5 similar vehicles

Jackson, AL

2027 Hyundai Kona SEL Sport

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

2027 Hyundai Kona SEL Sport

Jackson, AL

UnscoredLimited · 5
$29,285Mileage not verified

Comparison: 5 similar vehicles

Jackson, AL

2027 Hyundai Kona SEL Sport

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

2027 Hyundai Kona SEL Sport

Jackson, AL

UnscoredLimited · 5
$29,295Mileage not verified

Comparison: 5 similar vehicles

Jackson, AL

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Thomasville, AL

Great DealRobust · 172
$29,395Mileage not verified

Market: $31,259 – $42,919

Comparison: 172 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 23 days listed (based on current market benchmarks)

Thomasville, AL

2027 Hyundai Kona SEL Sport

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

2027 Hyundai Kona SEL Sport

Jackson, AL

UnscoredInsufficient · 4
$29,825Mileage not verified

Comparison: 4 similar vehicles

Jackson, AL

2027 Hyundai Kona SEL Sport

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

2027 Hyundai Kona SEL Sport

Jackson, AL

UnscoredInsufficient · 4
$29,825Mileage not verified

Comparison: 4 similar vehicles

Jackson, AL

2027 Hyundai Kona SEL Premium

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

2027 Hyundai Kona SEL Premium

Jackson, AL

Fair PriceRobust · 64
$30,925Mileage not verified

Market: $28,239 – $32,586

Comparison: 64 similar vehicles

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

Jackson, AL

2027 Hyundai Sonata Hybrid Blue

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

2027 Hyundai Sonata Hybrid Blue

Jackson, AL

Fair PriceLimited · 10
$30,985Mileage not verified

Market: $30,985 – $32,040

Comparison: 10 similar vehicles

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

Jackson, AL

2027 Hyundai Sonata SEL

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

2027 Hyundai Sonata SEL

Jackson, AL

Fair PriceLimited · 13
$31,275Mileage not verified

Market: $31,255 – $32,803

Comparison: 13 similar vehicles

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

Jackson, AL

2027 Hyundai Kona SEL Premium

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

2027 Hyundai Kona SEL Premium

Jackson, AL

Fair PriceRobust · 64
$31,395Mileage not verified

Market: $28,239 – $32,586

Comparison: 64 similar vehicles

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

Jackson, AL

2027 Nissan Rogue SV

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

2027 Nissan Rogue SV

Andalusia, AL

Fair PriceRobust · 163
$31,609Mileage not verified

Market: $27,218 – $35,567

Comparison: 163 similar vehicles

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

Andalusia, AL

2027 Nissan Sentra SR

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

2027 Nissan Sentra SR

Andalusia, AL

UnscoredInsufficient · 4
$31,714Mileage not verified

Comparison: 4 similar vehicles

Andalusia, AL

2027 Nissan Sentra SR

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

2027 Nissan Sentra SR

Andalusia, AL

UnscoredInsufficient · 4
$31,974Mileage not verified

Comparison: 4 similar vehicles

Andalusia, AL

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Jackson, AL

Fair PriceRobust · 124
$32,190Mileage not verified

Market: $30,267 – $35,674

Comparison: 124 similar vehicles

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

Jackson, AL

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Thomasville, AL

Fair PriceRobust · 172
$32,300Mileage not verified

Market: $29,395 – $42,919

Comparison: 172 similar vehicles

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

Thomasville, AL

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Jackson, AL

Fair PriceLimited · 18
$32,784Mileage not verified

Market: $30,111 – $36,919

Comparison: 18 similar vehicles

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

Jackson, AL

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Jackson, AL

Fair PriceLimited · 18
$32,784Mileage not verified

Market: $30,111 – $36,919

Comparison: 18 similar vehicles

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

Jackson, AL

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Jackson, AL

Fair PriceLimited · 18
$32,784Mileage not verified

Market: $30,111 – $36,919

Comparison: 18 similar vehicles

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

Jackson, AL

2027 Nissan KICKS SR

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

2027 Nissan KICKS SR

Andalusia, AL

Fair PriceRobust · 197
$33,034Mileage not verified

Market: $27,120 – $34,063

Comparison: 197 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Andalusia, AL

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Jackson, AL

Fair PriceLimited · 18
$33,084Mileage not verified

Market: $30,111 – $36,919

Comparison: 18 similar vehicles

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

Jackson, AL

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Greenville, AL

UnscoredLimited · 7
$33,965Mileage not verified

Comparison: 7 similar vehicles

Greenville, AL

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Thomasville, AL

Fair PriceRobust · 172
$34,100Mileage not verified

Market: $29,395 – $42,919

Comparison: 172 similar vehicles

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

Thomasville, AL

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Camden, AL

UnscoredInsufficient · 4
$34,145Mileage not verified

Comparison: 4 similar vehicles

Camden, AL

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Monroeville, AL

Fair PriceRobust · 148
$34,165Mileage not verified

Market: $29,395 – $40,727

Comparison: 148 similar vehicles

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

Monroeville, AL

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Brewton, AL

Fair PriceRobust · 81
$34,189Mileage not verified

Market: $29,253 – $36,262

Comparison: 81 similar vehicles

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

Brewton, AL

2027 Nissan Rogue Dark Armor

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

2027 Nissan Rogue Dark Armor

Andalusia, AL

Fair PriceRobust · 221
$34,744177 mi

Market: $29,431 – $39,541

Comparison: 221 similar vehicles

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

Andalusia, AL

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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