How can I present those evidence parts to clients without overclaiming results?

Explain that evidence parts show current readiness and gaps, not guaranteed outcomes. Describe discovery, retrieval, and referral signals as indicators of what the site can support today, and clearly say they don't guarantee AI citations or rankings. Use plain language and connect each gap to a concrete action you can take, like updating a fact, adding a FAQs, or improving an image cue. A short walkthrough can then lay out the plan to close those gaps, with time-based progress rather than a single score. Then provide a client-facing brief: list the gaps (facts, Q&A, images, structured information, freshness) and show what a Digital Twin could add. Emphasize that improvements are measurable but not guaranteed, and propose a practical next step such as a pilot or walkthrough to validate changes. This helps keep the conversation grounded in evidence rather than hype.