A condensed excerpt from a real report structure — anonymized example data.
Hartwell & Finch Accountants · Generated March 2026 · Assessment period Feb 24 – Mar 2
Tested on ChatGPT, Claude, Perplexity and Google AI Overviews with live web search, each question asked 5 times. Mentioned in 24 of 60 answers (40%, likely 28–53%) but cited in only 12%. Two competitors hold greater share of voice. One platform quoted an old phone number. Strong technical base; entity facts inconsistent across pages.
| Critical | robots.txt blocks GPTBot — content invisible to ChatGPT browsing |
| High | "Cost of a small-business audit" — asked by customers, unanswered on site |
| High | Phone number differs between website footer and AI answers |
| Medium | No Organization structured data on any page |
Every finding in the full report includes evidence, impact, effort, a recommendation and an owner. Methodology and limitations are disclosed on the final page.