SaaS Growth & Self-Serve Optimization

✅ Niche & Pain

Freemium and trial users often drop off. Sales teams get overwhelmed by unqualified leads. Docs and changelogs go unread.

🤖 Agents

• Lead Qualifying SDR Agent

• Cold Outreach Writer

• Conversion Booster Agent

• Internal Knowledge Assistant

• Reactivation Agent

🧠 ML / Models

• Usage-based lead scoring (e.g., logistic regression)

• Sequence optimization (email timing/subject)

• Behavioral clustering for persona matching

• Search + RAG over changelogs/docs

🧩 Integrations

HubSpot, Intercom, Segment, Stripe, Notion, Zapier

🔁 Workflow

1. Embed agent in landing page to capture + qualify leads.

2. Feed enriched leads into outreach writer for sequenced emails.

3. Activate internal users with contextual support + nudges.

4. Re-engage low-usage accounts with smart offers.

5. Support with self-serve AI help center trained on docs.

💸 Business Impact

→ Improves trial-to-paid by 25–50%
→ Cuts sales admin workload
→ Increases activation and reduces churn