Quoted replies and @mentions
Replying directly to an earlier message, or tagging someone by name in a group — both leave a distinct mark in the export, separate from the message’s own text.
Swiping to reply to a specific earlier message, rather than just sending a new one, links the two in the export — and mentioning someone by name in a group chat wraps their name in invisible marker characters so apps can render it as a tappable tag. Neither of these is ordinary typed text, and treating them as if they were causes two specific problems: a quoted message’s preview text can get double-counted alongside the real reply, and a mentioned person’s name can wrongly show up as one of their own most-used words or phrases, when really it’s someone else typing their name at them.
Example
If mentions aren’t handled correctly, a group’s most-active member could show up with their own name as a top "signature word" — not because they type it, but because everyone else tags them constantly.
Frequently asked questions
Should a quoted message’s text count as a new message from the person replying?+
No — only the actual reply text the person typed should count; the quoted preview is a reference to something already counted once, when it was originally sent.
Why would a mention need special handling at all?+
Because WhatsApp encodes a tapped mention with the person’s full display name wrapped in special characters, which looks like normal text unless a tool specifically knows to treat it as a reference to a person rather than a word someone chose to type.
Related terms
- Top expressions (chat n-grams)The one-, two-, and three-word phrases someone actually uses most — filtered so the answer isn’t just "the" and "a" in every chat.
- Signature wordThe single word where the gap between two people’s usage is widest — measured as a rate, not a raw count, so whoever writes more doesn’t win by default.