Independent advice for New Zealand government: find out what AI tells people about your services, where they get it wrong, and what to fix on your site.

• AI project consulting

  You're choosing, scoping or developing an AI tool.

  Decide where AI is useful, compare platforms on your own content, and test the answers before people rely on them. I advise, specify and test; your team or vendor builds.

  A single piece of work, or ongoing alongside your team.

  Explore AI consulting

• Findability audit

  People or AI tools get the wrong answer about your services.

  I check how your organisation shows up wherever people look for answers: Google, AI assistants such as ChatGPT and Copilot, and the other sites that quote you. You get a prioritised action plan that tells your web team, IT and vendors what to change first.

  A fixed price, agreed before I start.

  See what the audit covers

Working in local government? See findability and AI advice for councils.

• Showing up in AI answers Checking what Google, ChatGPT and Claude say from a site's pages, and improving the pages they draw on. The findability audit checks it for one site.
• Getting AI into everyday use Where it's worth using, which platforms to choose, and how to move from a pilot into everyday work.
• Implementing AI features Requirements, evaluation and answer testing for search, answer summaries and assistants.
• Smarter site search Search roadmaps, platform evaluation and requirements, from better matching to cited answers.

1. MBIE, 2026 Checking AI Overviews for accuracy Checking what Google's AI Overviews say about immigration against the official pages.
2. MBIE, 2026 Findability and AI search Findability across MBIE's websites: site search, AI-assisted search and how content shows up in AI assistants.