Forge for industrial coatings

Forge formats keywords into match types and flags conflicts — broad phrases that contain exact-match keywords, near-duplicates that bid against each other, specification-term variants that should be consolidated. In industrial coatings, where your high-intent keywords are specification phrases ("electroless nickel plating MIL-C-26074", "Type II hard anodize 6061 aluminum", "zinc plating ASTM B633 SC3"), match-type conflicts are costly. You might have built "electroless nickel" as broad match, "electroless nickel plating" as phrase, and "electroless nickel plating MIL-C-26074" as exact — and the broad-match version is eating the traffic from the higher-intent exact-match version. Forge detects this and surfaces which terms are conflicting. Near-duplicate detection catches when you have created both "salt-spray testing ASTM B117" and "ASTM B117 salt-spray test" — similar enough they compete for traffic, different enough to not notice in the interface. Bulk undo with confirmation prevents the "I just deleted 300 keywords" mistake that happens when you run Forge without a safety net. Signal hands off its most promising n-gram patterns to Forge directly, so you format the clusters it discovered (PPAP, FAI, first-article-inspection, plating-capability language) into clean keyword structures in bulk. Recommendation: run Forge monthly on your specification-tier keywords (ASTM, MIL, AMS, Type II, Type III, electroless nickel, hard anodize, salt-spray) to clean up conflicts and consolidate variants — structure matters more for specification buying than for generic categories.