Commercial transparency
Advertising never sets the answer.
SmallBiz Auto may earn compensation from clearly labeled links in the future. The decision engine does not use commission as an input.
Current status
Active affiliate tracking links: 0. Confirmed commission from this site: 0. The vendor links currently shown are direct, untracked source or product links.
Program applications or approvals are not revenue. Clicks are not conversions. Conversions are not confirmed commission. Those stages are reported separately.
If affiliate links are activated
- The link and nearby text will say that it is sponsored or an affiliate link.
- The destination, current program status, and material compensation relationship will be disclosed.
- The calculator’s formulas, eligibility gates, warnings, and proof plan will remain independent of commission.
- A provider will not be described as tested, fastest, safest, or best without reproducible evidence.
What this site does not do
It does not publish paid rankings disguised as research, fabricated reviews, undisclosed sponsorships, self-referral instructions, guaranteed savings, or guaranteed income claims. Provider marketing claims are attributed rather than presented as independent measurements.
How the work is produced
The site is built with AI assistance. Product and price facts are checked against dated official sources. The n8n lab page adds bounded, first-party evidence from an actual local n8n runtime. AI assistance is not presented as human authorship, customer experience, a provider test, or independent proof beyond the recorded experiment.
Editorial correction policy
Current pricing and product scope can change. Dated source links are provided so a buyer can verify the facts. Material errors should be corrected in the next reviewed release; a contact form is intentionally not operated.