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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

6.1M+

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

89 listings found

No Photo

2015 Toyota Avalon Limited Hybrid

Houlton, ME

UnscoredInsufficient · 0
$7,995157,868 mi

Houlton, ME

No Photo

2016 Toyota Highlander LE

Houlton, ME

UnscoredInsufficient · 0
$11,995169,018 mi

Houlton, ME

2017 Toyota Camry LE

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

2017 Toyota Camry LE

Houlton, ME

UnscoredInsufficient · 3
$14,995109,270 mi

Comparison: 3 similar vehicles

Houlton, ME

No Photo

2022 Toyota Corolla SE

Houlton, ME

UnscoredLimited · 9
$18,49592,736 mi

Comparison: 9 similar vehicles

Houlton, ME

2020 Toyota Corolla LE

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

2020 Toyota Corolla LE

Houlton, ME

UnscoredInsufficient · 0
$18,49546,468 mi

Houlton, ME

2023 Toyota Corolla LE

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

2023 Toyota Corolla LE

Houlton, ME

UnscoredInsufficient · 0
$21,49556,046 mi

Houlton, ME

No Photo

2016 Toyota Tacoma SR5

Houlton, ME

UnscoredInsufficient · 3
$22,495100,846 mi

Comparison: 3 similar vehicles

Houlton, ME

No Photo

2026 Toyota Corolla LE

Houlton, ME

Fair PriceModerate · 23
$22,995738 mi

Market: $21,981 – $24,694

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Houlton, ME

No Photo

2024 Toyota Corolla LE

Houlton, ME

OverpricedLimited · 17
$23,99516,544 mi

Market: $22,792 – $23,977

Comparison: 17 similar vehicles

Houlton, ME

2016 Toyota Tundra SR5

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

2016 Toyota Tundra SR5

Houlton, ME

UnscoredInsufficient · 3
$23,99598,170 mi

Comparison: 3 similar vehicles

Houlton, ME

2015 Toyota Tacoma Base

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

2015 Toyota Tacoma Base

Houlton, ME

UnscoredInsufficient · 0
$23,995100,578 mi

Houlton, ME

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Houlton, ME

Fair PriceModerate · 34
$24,929Mileage not verified

Market: $24,456 – $33,124

Comparison: 34 similar vehicles

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

Houlton, ME

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Houlton, ME

Fair PriceModerate · 34
$24,929Mileage not verified

Market: $24,456 – $33,124

Comparison: 34 similar vehicles

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

Houlton, ME

2021 Toyota Tacoma SR

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

2021 Toyota Tacoma SR

Houlton, ME

UnscoredLimited · 5
$25,99563,599 mi

Comparison: 5 similar vehicles

Houlton, ME

2018 Toyota Tacoma SR

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

2018 Toyota Tacoma SR

Houlton, ME

UnscoredInsufficient · 0
$27,99570,216 mi

Houlton, ME

2018 Toyota Tacoma TRD Sport

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

2018 Toyota Tacoma TRD Sport

Houlton, ME

UnscoredInsufficient · 0
$28,99592,191 mi

Houlton, ME

No Photo

2027 Toyota Corolla

Houlton, ME

UnscoredInsufficient · 0
$29,313Mileage not verified

Houlton, ME

2026 Toyota Corolla Cross L

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

2026 Toyota Corolla Cross L

Houlton, ME

UnscoredLimited · 6
$29,339Mileage not verified

Comparison: 6 similar vehicles

Houlton, ME

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Houlton, ME

Fair PriceModerate · 34
$29,474Mileage not verified

Market: $24,456 – $33,124

Comparison: 34 similar vehicles

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

Houlton, ME

2027 Toyota Corolla Hatchback XSE

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

2027 Toyota Corolla Hatchback XSE

Houlton, ME

UnscoredInsufficient · 0
$30,174Mileage not verified

Houlton, ME

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

Houlton, ME

UnscoredLimited · 6
$31,969Mileage not verified

Comparison: 6 similar vehicles

Houlton, ME

2024 Toyota RAV4 LE

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

2024 Toyota RAV4 LE

Houlton, ME

UnscoredInsufficient · 0
$31,99519,487 mi

Houlton, ME

2023 Toyota RAV4 XLE

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

2023 Toyota RAV4 XLE

Houlton, ME

UnscoredLimited · 8
$31,99555,117 mi

Comparison: 8 similar vehicles

Houlton, ME

2022 Toyota RAV4 XLE

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

2022 Toyota RAV4 XLE

Houlton, ME

UnscoredLimited · 8
$31,99551,017 mi

Comparison: 8 similar vehicles

Houlton, ME

No Photo

2023 Toyota Tundra SR5

Houlton, ME

UnscoredLimited · 11
$32,495111,637 mi

Comparison: 11 similar vehicles

Houlton, ME

2026 Toyota Prius Plug-in Hybrid SE

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

2026 Toyota Prius Plug-in Hybrid SE

Houlton, ME

UnscoredInsufficient · 0
$33,499Mileage not verified

Houlton, ME

2026 Toyota Corolla Cross XLE

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

2026 Toyota Corolla Cross XLE

Houlton, ME

Fair PriceLimited · 11
$35,024Mileage not verified

Market: $34,864 – $38,162

Comparison: 11 similar vehicles

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

Houlton, ME

2026 Toyota RAV4 LE

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

2026 Toyota RAV4 LE

Houlton, ME

Fair PriceLimited · 13
$35,453Mileage not verified

Market: $35,094 – $36,244

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Houlton, ME

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Houlton, ME

UnscoredInsufficient · 0
$35,711Mileage not verified

Houlton, ME

2026 Toyota RAV4 LE

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

2026 Toyota RAV4 LE

Houlton, ME

Fair PriceRobust · 61
$35,793Mileage not verified

Market: $35,733 – $37,738

Comparison: 61 similar vehicles

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

Houlton, ME

2026 Toyota RAV4 LE

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

2026 Toyota RAV4 LE

Houlton, ME

Fair PriceRobust · 61
$36,108Mileage not verified

Market: $35,733 – $37,738

Comparison: 61 similar vehicles

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

Houlton, ME

2026 Toyota Corolla Cross XLE

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

2026 Toyota Corolla Cross XLE

Houlton, ME

Fair PriceLimited · 11
$36,404Mileage not verified

Market: $34,864 – $38,162

Comparison: 11 similar vehicles

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

Houlton, ME

No Photo

2020 Toyota Tundra SR5

Houlton, ME

Fair PriceLimited · 13
$36,49581,656 mi

Market: $27,991 – $39,979

Comparison: 13 similar vehicles

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

Houlton, ME

2025 Toyota Camry XSE

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

2025 Toyota Camry XSE

Houlton, ME

UnscoredInsufficient · 0
$36,99514,107 mi

Houlton, ME

2021 Toyota 4Runner SR5

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

2021 Toyota 4Runner SR5

Houlton, ME

UnscoredInsufficient · 0
$36,99547,600 mi

Houlton, ME

No Photo

2023 Toyota Highlander Bronze Edition

Houlton, ME

UnscoredInsufficient · 0
$37,49550,714 mi

Houlton, ME

2027 Toyota Camry

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

2027 Toyota Camry

Houlton, ME

UnscoredInsufficient · 0
$38,183Mileage not verified

Houlton, ME

2026 Toyota C-HR SE

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

2026 Toyota C-HR SE

Houlton, ME

UnscoredInsufficient · 4
$39,259Mileage not verified

Comparison: 4 similar vehicles

Houlton, ME

2026 Toyota Tacoma SR

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

2026 Toyota Tacoma SR

Houlton, ME

Fair PriceLimited · 11
$39,349Mileage not verified

Market: $37,689 – $40,407

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Houlton, ME

2026 Toyota RAV4 XLE

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

2026 Toyota RAV4 XLE

Houlton, ME

Fair PriceModerate · 43
$40,839Mileage not verified

Market: $39,809 – $45,692

Comparison: 43 similar vehicles

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

Houlton, ME

2027 Toyota Prius Limited

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

2027 Toyota Prius Limited

Houlton, ME

UnscoredInsufficient · 0
$41,059Mileage not verified

Houlton, ME

No Photo

2021 Toyota Tacoma TRD Pro

Houlton, ME

UnscoredInsufficient · 0
$41,99578,770 mi

Houlton, ME

2026 Toyota RAV4 XLE

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

2026 Toyota RAV4 XLE

Houlton, ME

UnscoredInsufficient · 4
$42,868Mileage not verified

Comparison: 4 similar vehicles

Houlton, ME

2026 Toyota RAV4 XLE

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

2026 Toyota RAV4 XLE

Houlton, ME

UnscoredInsufficient · 4
$42,868Mileage not verified

Comparison: 4 similar vehicles

Houlton, ME

2026 Toyota RAV4 XLE

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

2026 Toyota RAV4 XLE

Houlton, ME

Fair PriceModerate · 43
$42,944Mileage not verified

Market: $39,809 – $45,692

Comparison: 43 similar vehicles

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

Houlton, ME

2026 Toyota RAV4 XLE

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

2026 Toyota RAV4 XLE

Houlton, ME

Fair PriceModerate · 43
$42,944Mileage not verified

Market: $39,809 – $45,692

Comparison: 43 similar vehicles

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

Houlton, ME

2026 Toyota RAV4 XLE

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

2026 Toyota RAV4 XLE

Houlton, ME

UnscoredInsufficient · 4
$43,188Mileage not verified

Comparison: 4 similar vehicles

Houlton, ME

2026 Toyota RAV4 Woodland

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

2026 Toyota RAV4 Woodland

Houlton, ME

Fair PriceRobust · 50
$43,233Mileage not verified

Market: $42,983 – $44,813

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Houlton, ME

2026 Toyota Tacoma SR5

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

2026 Toyota Tacoma SR5

Houlton, ME

Fair PriceRobust · 64
$43,624Mileage not verified

Market: $41,284 – $49,857

Comparison: 64 similar vehicles

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

Houlton, ME

2026 Toyota Tacoma SR5

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

2026 Toyota Tacoma SR5

Houlton, ME

Fair PriceRobust · 64
$43,684Mileage not verified

Market: $41,284 – $49,857

Comparison: 64 similar vehicles

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

Houlton, ME

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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