No Ranking or Visibility Guarantee
I do not guarantee specific Google rankings, traffic levels, AI citations, featured answers, lead volumes, sales or other commercial outcomes.
Third-Party Systems
Search engines, answer engines and generative AI systems change frequently and determine their own ranking, indexing, retrieval, citation and response-generation behaviour.
Audit Findings
Audit findings are based on the information, website condition and public or authorised data available at the time of review. Technical conditions can change after updates, redesigns, hosting changes or third-party platform modifications.
Independent Portfolio Work
Independent audits and demonstration projects on this site are created to demonstrate methodology. Unless specifically stated otherwise, the businesses or example organisations involved did not commission or approve that work.
Implementation Responsibility
Website changes should be backed up, tested and implemented carefully. Where a project requires specialist legal, security, accessibility or infrastructure advice, appropriate qualified professionals should be consulted.