The reporting gap
Traditional SEO reports answer one question: where do we rank on Google? That question is becoming less and less complete.
What classic reports miss
- Prompt-level visibility: rank tracking does not see ChatGPT.
- Citation intelligence: Search Console does not show which sources Gemini lifts from.
- Answer coverage: there is no built-in metric for "did the AI quote us?".
- Cross-engine consistency: four engines, four behaviours.
What a modern report needs
- Pillar scoring across technical SEO, visibility, citations, content, trust and recommendations.
- Prompt-by-prompt mention and sentiment data.
- A roadmap that translates findings into work for dev, SEO, content and PR.
The shift
Reporting in an AI search world is no longer just about rankings. It is about whether your brand is part of the answer.
Field notes from the Ampli team — the operators, strategists and engineers building the answer-engine readiness platform for agencies and in-house teams.