How we research and publish

On Autopilot is an Australian AI consultancy that also publishes guides on AI for Australian small businesses. This page sets out the standards we hold those guides to, so you can judge them, and us, accordingly. Recommendations here are based on things we have built, broken or run in our own businesses (DotVA, Hey Bud Skincare and Lead Gen Empire).

Our sources

For Claude, Claude Code and the Claude API, our primary sources are Anthropic's official documentation and changelog, plus our own daily use. We try features ourselves before we recommend them.

For tool reviews, we pay for the tools ourselves and use them in our own work. We do not review a tool we have not used.

For prices in AUD, we use the price charged to an Australian card at the time of writing and date it on the page. Vendor prices change; when they do, we update the page and its date.

For Australian rules and figures (Fair Work award rates, superannuation, GST, privacy, the Spam Act, AHPRA, the Tax Practitioners Board), we link to the government or regulator source and say when we checked it.

Modelled numbers, such as those in the AI Cost Index or the AI Savings Estimator, are labelled as modelled and show their assumptions.

AI disclosure

Articles are researched and drafted with AI tools, checked against the primary sources linked on each page, and published under Jenn Yang's name as the person responsible for them. The AI tool we use most is Anthropic's Claude. We do not publish articles under made-up author names, and we never will.

Fact-checking and corrections

Claims that name a price, a product feature, a regulator or a number are checked against the source linked in the article. If you find an error, email editorial@onautopilot.com.au, naming the page and the problem. We fix errors promptly. Substantive corrections are noted on the article with a date.

We do not stealth-edit. If a recommendation changes, the "Last updated" date changes and, where the change is material, we add a short correction note.

Conflicts of interest

Boring Ventures Pty Ltd sells AI consulting, AI builds and managed AI. Many pages end with an invitation to book a free audit with us. That is the conflict to be upfront about: we would like you to hire us. We do not recommend products because they pay us, and most products we mention have no commercial relationship with us.

We do not use affiliate links.

No fake reviews, ratings or results

We do not publish testimonials, client counts, ratings or results we cannot back up, and we do not emit AggregateRating structured data. Our case studies are our own businesses, and we say so. Tool reviews carry one named reviewer's view, never an aggregated score.

Privacy

We use Google Analytics 4 with Consent Mode v2. First-party analytics is on by default and a banner lets any visitor opt out, which switches analytics storage off. No advertising signals are sent. We do not run Microsoft Clarity, the Meta Pixel or other behavioural tracking. If that changes, it will be behind explicit consent and set out in the privacy policy.

About On Autopilot and Jenn Yang

Last updated: 03/10/2026