Working notes on finding buyers in public conversations — what the platforms actually enforce, what the alternatives cost, and the reply patterns that do not get you removed.
Automated reply tools get accounts shadowbanned and comments removed because platforms detect posting patterns, not post quality. Here is what triggers it and the draft-only workflow that avoids it.
Read the post →Most teams run social listening, calling, and pipeline as three separate products. We priced the alternatives in June 2026 and mapped where the handoffs lose the thread that started the deal.
Read the post →A repeatable structure for replying to buyer-intent threads that answers the question first, discloses affiliation, and mentions your product last — or not at all.
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