For PLG teams
PLG earns you signups and usage. Clean adds the outbound layer around it: reaching the economic buyer near active users, working PQLs, and opening expansion conversations the self-serve funnel cannot.
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Clean helps product-led growth teams add warm outbound to a self-serve motion: PQL follow-up, expansion, and reaching buyers around active users.
Last updated June 15, 2026
The short answer
Clean helps PLG teams add outbound where self-serve stalls. Product-led growth converts users, but rarely reaches the economic buyer, the multi-seat expansion, or the PQL who never books a call. Clean profiles those accounts against 75 buying signals, maps warm paths from your team's relationship graph, and drafts grounded outreach so sales-assist complements the motion instead of fighting it.
Outbound complements PLG; it does not replace it. Self-serve is excellent at acquiring and activating users, but it leaves real revenue on the table: the buyer who controls budget never signs up, multi-seat expansion stalls, and high-intent PQLs go cold without a human reaching out. Clean works that gap, not the top of your funnel.
Clean profiles each account against 75 buying signals across 8 categories for under a dollar, then ranks them S through C with the evidence behind every score. Instead of a flat list of every signup, your team sees which product-qualified accounts are worth a human touch and why. That keeps a lean sales-assist function focused on the conversations that move revenue.
Clean maps warm paths from your team's real relationship graph and grounds outreach in your own knowledge, so the message references how you actually help teams like theirs. For a PLG account, that often means reaching the buyer or champion adjacent to an active user with a credible, specific reason to talk. Outreach stays low-volume and human-reviewed, which fits a motion built on product experience rather than spam.
Clean is not a volume-first AI SDR, a scraper, or a contact database bolted onto your funnel. It is the judgment layer that decides who to work, why now, and what to say, plus the grounded execution to act on it. For a PLG team, that means outbound that respects the self-serve motion rather than blasting your whole signup list. Clean is in closed beta and is usually live within about a week.
No. Clean treats outbound as a complement to PLG, not a replacement. Self-serve handles acquisition and activation; Clean works the accounts the product alone cannot close, such as the economic buyer who never signs up, multi-seat expansion, and high-intent PQLs that go cold. Outreach stays low-volume and grounded, so it reinforces the product experience instead of spamming your signup list.
Clean profiles your product-qualified accounts against 75 buying signals across 8 categories for under a dollar, then ranks them S through C with the evidence behind each score. Rather than chasing every signup, your sales-assist team sees which PQLs are worth a human touch and why, then sends grounded outreach to the right buyer or champion. That focuses limited human time on the accounts most likely to convert or expand.
Yes. Clean profiles accounts you already serve, maps warm paths from your team's relationship graph, and surfaces credible reasons to open an expansion conversation, such as a new buying signal or a buyer adjacent to active users. It grounds the message in your own knowledge so the outreach references how you help teams like theirs. Expansion outbound stays low-volume and human-reviewed, in keeping with a product-led motion.
No. Clean is not a volume-first AI SDR, a scraper, or a contact database. It is the judgment layer that decides who to work, why now, and what to say, plus grounded execution. For a PLG team, that means reaching a focused set of high-fit buyers around active users, not blasting every signup. Outreach is low-volume and reviewed by your team before anything sends.
Clean maps warm paths from your team's real relationship graph and profiles the account against 75 buying signals, so it can identify and reach the buyer or champion adjacent to your active users. The outreach is grounded in your company knowledge, giving a specific, credible reason to talk rather than a generic pitch. Your team reviews every message, so the buyer conversation stays human and on-brand.
Clean is in closed beta and onboards a few teams at a time, usually live within about a week. Onboarding indexes your company knowledge, maps your team's relationship graph, and profiles your accounts against your ICP. For a product-led team, that means outbound around active users and PQLs can start shortly after your knowledge and graph are connected.
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