Forge for industrial laser marking

Keyword expansion in industrial laser marking requires discipline because the space between 'production-grade fiber laser' (a winner) and 'fiber laser hobby kit' (contamination) is thin, and one wrong match-type decision can mute a keyword entirely. Forge takes a list of keywords and formats them into match types (exact, phrase, broad), flags conflicts where broad-match keywords eat phrase-match traffic, and surfaces near-duplicates you did not know were there. For laser marking, the discipline is: never run broad match on core keywords. Instead, build an exact-match foundation (high CPL, high conversion rate) and a phrase-match secondary (moderate CPL, moderate conversion). Forge surfaces when your keyword list has '[laser marker] exact' and '[laser marker] broad' sitting side by side — you should kill the broad. Use Forge on Signal output; when Signal flags a high-performing bigram like 'fiber laser production line', hand it to Forge to format into exact ('fiber laser production line'), phrase ('[fiber laser] [production line]'), and near-variants. Review for conflicts before uploading to the Editor.