Systems nominal · preview build Cut 2/2026-07-25/2 generations live
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00Enter a VIN. Get the whole story.

Know your vehicle.
Plan every service.
Drive it farther.

Maintenance intelligence for people who take care of their own machines: exact part numbers with supersessions, real capacities and torque specs, and what actually fails at your mileage — for your exact generation. Every fact shows its source and when we last checked it.

Decode a VIN
Reference vehicles
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■ Reference vehicle
2012 Tacoma · 1GR-FE · 198,983 mi
58+
Verified part numbers per generation
2
Generations live (preview)
100%
Of facts carry source + verify-date
01

Vehicles

Catalog · 2 live
01-A

Toyota Tacoma — 2nd Gen

The definitive service reference for the 2005–2015 Tacoma: verified part numbers with supersessions, real capacities and torque specs, and what actually fails by mileage — split by engine and trim.

Years2005–2015
Engines4.0L 1GR-FE V6 · 2.7L 2TR-FE
Verified PNs58
CoverageRecalls · Maintenance · Parts · Issues
StatusVerified
Verified2026-07-15
01-B

Toyota Tacoma — 3rd Gen

The 2016–2023 Tacoma with the 2GR-FKS direct-injection V6 and 6-speed auto — including the well-documented shift-shudder TSBs and the 2016+ part-number changes.

Baseline + adversarial audit
Years2016–2023
Engines3.5L 2GR-FKS · 2.7L 2TR-FE
HighlightsDI · 6AT · shift-shudder TSBs
CoverageRecalls · Maintenance · Parts · Issues
StatusiAudited
Verified2026-07-16
01-C Next up — 4Runner · Tundra · F-150 · Silverado · CR-V See the master plan ↗
02

Anatomy of a verified fact

Every row is a single claim carrying its source and the date we last checked it. Part numbers are tracked forward through supersessions; split-year changes are flagged so you never get the wrong part for your production date.

No generic year lookup, no cached prices. A fact isn't "verified" until two independent sources agree — this year, with links and a date.

Front brake pads · front axle
04465-04080
Supersedes 04465-04070
Verified
Fitment2005–2015 · 2nd gen · confirm by VIN
Torque25 ft-lb · caliper bolt
Qty1 set · per axle
SourceToyota EPC · NHTSA
Verified2026-07-15
View live price ↗

Why not just ask ChatGPT?

General AI is confident and often wrong about part numbers. It can't tell your split-year truck from the next one, and it happily quotes a superseded part.

≈50% part numbers correct
in our spot checks

Close enough to sound right. Not close enough to order parts.

The expensive misses
Wrong front brake pads — gave the 2016+ number
Wrong starter — missed the 2011 split-year change
Nickel plugs instead of the OEM iridium
A superseded cabin-filter number
Transfer-case capacity off by 50%
03

How we verify

Four tiers
Verified
Two independent sources agree this year, each with a link and a check-date. If they disagree, it doesn't ship as verified.
!Verify by VIN
Fitment that splits by trim, engine, bed, or production date. We flag it so you confirm the exact part for your VIN before ordering.
iAdversarial audit
A second independent pass whose only job is to break the highest-risk claims — the ones that cost real money when they're wrong.
$Live prices
Prices come from live retailer searches at the moment you look — never cached, never stale.
04

Master plan

Pipeline

One generation ships per pipeline run, prioritized by demand. Every generation goes through the same three steps before it's live — no exceptions.

Step 01
Research
Pull the full lifecycle from OEM catalogs, NHTSA, and TSBs — part numbers, capacities, torque, known failures.
Step 02
Adversarial audit
A second pass attacks the highest-risk claims and split-year changes until they hold up or get corrected.
Step 03
Publish
Every fact ships with its source and verify-date. Supersessions keep tracking forward after launch.
Queued — prioritized by demand
5th-gen 4Runner
3rd-gen Tundra
F-150 · 12th/13th
Silverado
Honda CR-V