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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 25, 2026

6M+

Unique vehicles analyzed

as of October 25, 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

185 listings found

No Photo

2021 Toyota Corolla LE

Scottsboro, AL

Fair PriceRobust · 137
$12,899103,293 mi

Market: $2,800 – $20,998

Comparison: 137 similar vehicles

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

Scottsboro, AL

2020 Toyota Corolla LE

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

2020 Toyota Corolla LE

Scottsboro, AL

UnscoredLimited · 5
$16,179105,137 mi

Comparison: 5 similar vehicles

Scottsboro, AL

2013 Toyota Tundra Limited

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

2013 Toyota Tundra Limited

Scottsboro, AL

UnscoredLimited · 5
$17,697219,382 mi

Comparison: 5 similar vehicles

Scottsboro, AL

No Photo

2024 Toyota Corolla LE

Scottsboro, AL

Fair PriceRobust · 170
$18,89934,010 mi

Market: $16,900 – $26,875

Comparison: 170 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Scottsboro, AL

2023 Toyota Camry LE

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

2023 Toyota Camry LE

Scottsboro, AL

Great DealModerate · 40
$18,89959,443 mi

Market: $20,900 – $29,151

Comparison: 40 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 2 days listed (based on current market benchmarks)

Scottsboro, AL

2025 Toyota Corolla LE

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

2025 Toyota Corolla LE

Scottsboro, AL

UnscoredInsufficient · 3
$20,39934,088 mi

Comparison: 3 similar vehicles

Scottsboro, AL

2025 Toyota Corolla LE

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

2025 Toyota Corolla LE

Scottsboro, AL

Fair PriceRobust · 208
$21,68545,228 mi

Market: $17,775 – $26,192

Comparison: 208 similar vehicles

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

Scottsboro, AL

2022 Toyota RAV4 LE

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

2022 Toyota RAV4 LE

Scottsboro, AL

UnscoredInsufficient · 4
$21,68595,270 mi

Comparison: 4 similar vehicles

Scottsboro, AL

2026 Toyota Corolla LE

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

2026 Toyota Corolla LE

Scottsboro, AL

Fair PriceRobust · 218
$21,89910,229 mi

Market: $15,999 – $31,798

Comparison: 218 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 158 days listed (based on current market benchmarks)

Scottsboro, AL

2022 Toyota Camry SE

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

2022 Toyota Camry SE

Scottsboro, AL

Fair PriceRobust · 140
$22,17980,343 mi

Market: $15,980 – $25,937

Comparison: 140 similar vehicles

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

Scottsboro, AL

2026 Toyota Corolla LE

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

2026 Toyota Corolla LE

Scottsboro, AL

Fair PriceRobust · 388
$22,3999,614 mi

Market: $16,900 – $30,566

Comparison: 388 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Scottsboro, AL

No Photo

2025 Toyota Camry LE

Scottsboro, AL

Fair PriceRobust · 205
$22,89975,386 mi

Market: $21,989 – $35,305

Comparison: 205 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Scottsboro, AL

2024 Toyota Corolla Cross L

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

2024 Toyota Corolla Cross L

Scottsboro, AL

UnscoredInsufficient · 4
$22,89963,625 mi

Comparison: 4 similar vehicles

Scottsboro, AL

2021 Toyota RAV4 XLE

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

2021 Toyota RAV4 XLE

Scottsboro, AL

UnscoredLimited · 5
$23,18695,226 mi

Comparison: 5 similar vehicles

Scottsboro, AL

2025 Toyota Camry LE

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

2025 Toyota Camry LE

Scottsboro, AL

UnscoredInsufficient · 3
$24,68554,399 mi

Comparison: 3 similar vehicles

Scottsboro, AL

No Photo

2022 Toyota Camry XSE

Scottsboro, AL

UnscoredLimited · 7
$24,89959,955 mi

Comparison: 7 similar vehicles

Scottsboro, AL

No Photo

2021 Toyota Highlander XLE

Scottsboro, AL

UnscoredRobust · 222
$24,899124,547 mi

Comparison: 222 similar vehicles

Scottsboro, AL

2022 Toyota Camry LE

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

2022 Toyota Camry LE

Scottsboro, AL

UnscoredInsufficient · 0
$24,93533,865 mi

Scottsboro, AL

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Scottsboro, AL

Fair PriceLimited · 15
$25,672Mileage not verified

Market: $25,379 – $27,922

Comparison: 15 similar vehicles

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

Scottsboro, AL

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Scottsboro, AL

Fair PriceLimited · 15
$25,672Mileage not verified

Market: $25,379 – $27,922

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Scottsboro, AL

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Scottsboro, AL

Fair PriceLimited · 15
$25,672Mileage not verified

Market: $25,379 – $27,922

Comparison: 15 similar vehicles

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

Scottsboro, AL

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Scottsboro, AL

Fair PriceLimited · 15
$25,672Mileage not verified

Market: $25,379 – $27,922

Comparison: 15 similar vehicles

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

Scottsboro, AL

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Scottsboro, AL

Fair PriceLimited · 15
$25,672Mileage not verified

Market: $25,379 – $27,922

Comparison: 15 similar vehicles

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

Scottsboro, AL

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Scottsboro, AL

Fair PriceLimited · 15
$25,672Mileage not verified

Market: $25,379 – $27,922

Comparison: 15 similar vehicles

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

Scottsboro, AL

2026 Toyota Corolla SE

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

2026 Toyota Corolla SE

Scottsboro, AL

Fair PriceRobust · 150
$25,8992,725 mi

Market: $24,900 – $32,040

Comparison: 150 similar vehicles

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

Scottsboro, AL

No Photo

2026 Toyota Corolla Cross L

Scottsboro, AL

Great DealLimited · 17
$25,89923,965 mi

Market: $27,094 – $28,999

Comparison: 17 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 9 days listed (based on current market benchmarks)

Scottsboro, AL

2025 Toyota Corolla Cross LE

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

2025 Toyota Corolla Cross LE

Scottsboro, AL

UnscoredLimited · 17
$25,89929,084 mi

Comparison: 17 similar vehicles

Scottsboro, AL

No Photo

2021 Toyota Highlander XLE

Scottsboro, AL

Fair PriceRobust · 222
$25,89994,084 mi

Market: $19,797 – $34,495

Comparison: 222 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Scottsboro, AL

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Scottsboro, AL

Fair PriceLimited · 15
$26,072Mileage not verified

Market: $25,379 – $27,922

Comparison: 15 similar vehicles

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

Scottsboro, AL

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Scottsboro, AL

UnscoredLimited · 6
$26,138Mileage not verified

Comparison: 6 similar vehicles

Scottsboro, AL

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Scottsboro, AL

UnscoredLimited · 6
$26,138Mileage not verified

Comparison: 6 similar vehicles

Scottsboro, AL

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Scottsboro, AL

UnscoredLimited · 6
$26,138Mileage not verified

Comparison: 6 similar vehicles

Scottsboro, AL

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Scottsboro, AL

UnscoredLimited · 6
$26,138Mileage not verified

Comparison: 6 similar vehicles

Scottsboro, AL

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Scottsboro, AL

UnscoredLimited · 6
$26,138Mileage not verified

Comparison: 6 similar vehicles

Scottsboro, AL

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Scottsboro, AL

UnscoredLimited · 6
$26,138Mileage not verified

Comparison: 6 similar vehicles

Scottsboro, AL

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Scottsboro, AL

UnscoredLimited · 6
$26,138Mileage not verified

Comparison: 6 similar vehicles

Scottsboro, AL

2026 Toyota Corolla SE

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

2026 Toyota Corolla SE

Scottsboro, AL

Fair PriceRobust · 70
$26,611Mileage not verified

Market: $26,716 – $33,873

Comparison: 70 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 50 days listed (based on current market benchmarks)

Scottsboro, AL

No Photo

2025 Toyota RAV4 LE

Scottsboro, AL

Fair PriceRobust · 129
$26,89925,516 mi

Market: $26,995 – $38,381

Comparison: 129 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 9 days listed (based on current market benchmarks)

Scottsboro, AL

2026 Toyota Camry LE

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

2026 Toyota Camry LE

Scottsboro, AL

Fair PriceRobust · 111
$27,39913,002 mi

Market: $26,786 – $33,692

Comparison: 111 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 164 days listed (based on current market benchmarks)

Scottsboro, AL

2026 Toyota Corolla Cross LE

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

2026 Toyota Corolla Cross LE

Scottsboro, AL

Fair PriceRobust · 55
$27,8994,858 mi

Market: $28,026 – $33,034

Comparison: 55 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 46 days listed (based on current market benchmarks)

Scottsboro, AL

2021 Toyota Tacoma TRD Off Road

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

2021 Toyota Tacoma TRD Off Road

Scottsboro, AL

UnscoredRobust · 99
$27,899124,512 mi

Comparison: 99 similar vehicles

Scottsboro, AL

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Scottsboro, AL

OverpricedLimited · 15
$27,922Mileage not verified

Market: $25,379 – $27,085

Comparison: 15 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Scottsboro, AL

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Scottsboro, AL

Fair PriceRobust · 58
$28,810Mileage not verified

Market: $24,904 – $31,254

Comparison: 58 similar vehicles

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

Scottsboro, AL

No Photo

2026 Toyota Camry LE

Scottsboro, AL

Fair PriceRobust · 149
$28,8993,651 mi

Market: $25,342 – $35,437

Comparison: 149 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Scottsboro, AL

No Photo

2026 Toyota Corolla Cross L

Scottsboro, AL

Fair PriceRobust · 61
$29,456Mileage not verified

Market: $27,239 – $31,259

Comparison: 61 similar vehicles

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

Scottsboro, AL

2024 Toyota RAV4 XLE Premium

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

2024 Toyota RAV4 XLE Premium

Scottsboro, AL

Fair PriceModerate · 36
$29,89970,225 mi

Market: $26,990 – $37,593

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 182 days listed (based on current market benchmarks)

Scottsboro, AL

No Photo

2026 Toyota Corolla Cross L

Scottsboro, AL

Fair PriceRobust · 61
$29,931Mileage not verified

Market: $27,239 – $31,259

Comparison: 61 similar vehicles

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

Scottsboro, AL

2025 Toyota RAV4 XLE

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

2025 Toyota RAV4 XLE

Scottsboro, AL

Fair PriceRobust · 579
$30,17942,321 mi

Market: $26,796 – $39,236

Comparison: 579 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Scottsboro, AL

2024 Toyota Crown Limited

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

2024 Toyota Crown Limited

Scottsboro, AL

UnscoredInsufficient · 0
$30,17987,421 mi

Scottsboro, AL

2024 Toyota RAV4 Adventure

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

2024 Toyota RAV4 Adventure

Scottsboro, AL

Fair PriceRobust · 137
$30,23655,098 mi

Market: $26,998 – $37,930

Comparison: 137 similar vehicles

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

Scottsboro, 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. 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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