05 / Growth systems
Distribution that cannot contact anyone twice
Search, outreach and social distribution are the parts of growth that reward consistency and punish volume. We build the systems that harvest demand, fill the gap, send once, and measure what the engine actually returned.
Book a scope callWhat the system owns
- Search gaps harvested from live suggestion surfaces, then pages generated to fill them
- Re-ranking on what the engine actually returns, not on what a tool predicted
- Outreach sequences with deliverability checks and cooldown guards per contact
- Scheduled distribution across the networks, plus the servers you host yourself
- Marketplace and listing publishing that holds a listing back until every part exists
What gets shipped
- A keyword-to-page pipeline with a measurement loop you can read
- A deliverability-checked sender with a suppression store that outlives every run
- Pacing, one-contact and cooldown rules enforced in code, not in a policy document
- A weekly readout: what was published, what ranked, who replied
Build shapes in this lane
04 patterns
Search gap engine
Queries harvested from autocomplete and related-search surfaces, pages generated for the gaps, then re-ranked against the live result page a week later.
Partner outreach lane
Deliverability-checked sequences with a permanent suppression list and a cooldown per contact, so a partner is never written to twice in one window.
Distribution mesh
One publishing calendar fanned out across the major networks and a federated server we operate, with per-network formatting and timing rules.
Marketplace publisher
Product pages, art, descriptors and delivery files generated and published across two marketplaces, with slug locks and footer gates that hold a listing back until it is complete.
Before you sign anything
- Is this spam with better software?
- No. Volume is the thing we refuse. Every contact is researched, written once, suppressed permanently afterwards, and the daily ceiling is a number in the runner that a prompt cannot change.
- How do you measure it?
- Against the engine, not the tool. Pages are re-checked against the live result page; sends are checked against inbox placement; replies are logged to the contact, not to a campaign.
- Do we need new accounts or domains?
- Usually a sending domain separate from your primary, warmed and monitored. Everything runs on accounts you own; we do not route your reputation through ours.
Evidence
One of these is running right now.
@MiraAiHQ is a live autonomous operator built on exactly this architecture. The loop, the limits and the handoff are all documented.