Forward to: Growth Team

Product-Led Growth
Workflows

Ten agent workflows for the Growth Team — freemium conversion intelligence, onboarding optimization, feature adoption tracking, expansion revenue signals, user segmentation, activation analysis, viral loop monitoring, self-serve upgrade triggers, product-qualified lead scoring, and growth benchmarking — powering data-driven PLG motions with domain intelligence.

These workflows display realistic demo data for demonstration. In production, the agents connect to your real SaaS and software data via MCP services or CSV import.
Deployment Options
The entire platform is available as a self-hosted solution or managed service
Self-Hosted
RECOMMENDED FOR ENTERPRISE
Deploy the entire platform on your own infrastructure. Your data never leaves your environment. Bring your own LLM API key (OpenAI, Claude, Gemini) or use local LLMs. Full source code delivered.
Complete source code (Python agents, PHP dashboards, MCP services)
Data stays on your servers — no external data transfer
MCP connectors for your existing data sources, APIs, and internal platforms
Custom integration and onboarding support available
$999
2 AI Agents
5 integration hrs
$1,999
5 AI Agents
10 integration hrs
$3,999
10 AI Agents
20 integration hrs
one-time license + (optional) $999/yr updates
Managed Platform
FOR AGENCIES & TEAMS
We host and operate the platform for you. Upload data or connect your platforms via secure MCP services or using API. No infrastructure management needed.
Fully managed — no DevOps required on your side
Secure data upload or API-based MCP integration
Dashboard access with your own branded login
Automatic updates and new agent releases
$999/mo
2 AI Agents
5 integration hrs
$1,999/mo
5 AI Agents
10 integration hrs
$3,999/mo
10 AI Agents
20 integration hrs
includes hosting, updates & support
* price may be higher in cases of very high AI processing volumes/demands
Both options include MCP services with connectors for your existing data sources, APIs, and internal platforms. Data dictionaries define the schema contract between each agent and your data sources.
See example of production dashboards: Programmatic Trading AI Agent Dashboards →

1Freemium-to-Paid Conversion Intelligence

AI agent analyzes free-tier user domains to predict conversion likelihood — scoring company size, technology maturity, and budget signals to identify which free users have the highest probability of upgrading to paid plans.

1
Score Free Users for Conversion Potential
/careers /about /pricing OpenPageRank IAB Categories Countries
FREEMIUM CONVERSION SCORING — 12,400 FREE ACCOUNTS ════════════════════════════════════════════════════════ HIGH CONVERSION PROBABILITY (340 accounts): fast-growing-saas.com — Conv. Score: 96/100 /careers: 120+ roles → Mid-market company /about: "Series B, $45M raised" ✓ Funded PageRank: 5.8 | Countries: US, UK Free usage: 18 users, hitting limits daily ACTION: Trigger upgrade prompt + offer 20% annual discount enterprise-division.com — Conv. Score: 93/100 /careers: 2,000+ roles → Enterprise /about: Fortune 500 subsidiary PageRank: 7.1 | Countries: 8 countries Free usage: 5 users, testing features heavily ACTION: Route to Enterprise AE — high-value prospect in trial MEDIUM PROBABILITY (2,100 accounts): Average company size: 50-200 | Some funded, some bootstrapped ACTION: Automated nurture + feature-gated prompts LOW PROBABILITY (9,960 accounts): Personal emails, single users, very small companies ACTION: Keep on free tier, optimize for referral/viral

2Product-Qualified Lead (PQL) Scoring

AI agent combines product usage data with domain intelligence to create superior PQL scores — factoring in company fit, growth trajectory, and technology sophistication alongside in-product behavior.

1
Generate Enhanced PQL Scores
/api /docs /products /security OpenPageRank Personas
PQL Model Enhancement
Domain Intelligence PQL Boost — Adding domain intelligence to product usage PQL model increased conversion prediction accuracy from 34% to 67%. Key signals: /api presence (3.2x conversion), /security page (2.8x), /careers 50+ roles (2.5x), PageRank >4 (2.1x). Domain-enriched PQLs convert 2.4x faster than usage-only PQLs.
2.4x faster conversion with domain-enriched PQL scoring

3Onboarding Personalization Intelligence

AI agent personalizes onboarding flows based on domain intelligence — tailoring feature recommendations, integration suggestions, and use case templates to each user's company type, industry, and technology stack.

1
Personalize Onboarding by Domain Intelligence
/products /partners /api IAB Categories Personas
PERSONALIZED ONBOARDING — NEW SIGNUP ════════════════════════════════════════════════════════ ecommerce-platform.com — New signup detected IAB: Shopping > E-Commerce | /products: E-commerce platform /partners: Shopify, Stripe, ShipStation /api: REST API with webhooks PERSONALIZED ONBOARDING FLOW: Template: "E-Commerce Operations" starter template Integrations: Suggest Shopify + Stripe connectors first Features: Highlight order tracking, inventory workflows Use case: "How E-Commerce Teams Use [Product]" guide API: Show webhook setup for real-time order events PREDICTED ACTIVATION: Time to value: 2.3 days (vs 5.1 day avg) with personalization Activation rate: 78% (vs 42% generic onboarding)

4Viral Loop & Referral Intelligence

AI agent identifies high-value referral sources and viral loop opportunities by analyzing domain relationships, partner networks, and industry connections — optimizing the referral program for maximum network effects.

1
Map Referral Network Potential
/partners /about /blog IAB Categories OpenPageRank
REFERRAL NETWORK ANALYSIS ════════════════════════════════════════════════════════ TOP REFERRAL SOURCES (by downstream conversions): tech-influencer-blog.com — PageRank: 7.2 Referrals: 234 signups → 45 paid conversions (19.2% rate) /blog: Publishes weekly SaaS tool reviews IAB: Technology > Software Reviews ACTION: Offer affiliate partnership + exclusive content agency-network.com — PageRank: 6.1 Referrals: 189 signups → 67 paid conversions (35.4% rate) /partners: Lists 340 agency clients /about: "We recommend tools to our 340 clients" ACTION: Create agency partner program — highest conversion rate VIRAL COEFFICIENT: Current: 0.42 (each user invites 0.42 new users on average) With domain-targeted referral program: Est. 0.78 +86% viral improvement by targeting high-network domains

5Self-Serve Upgrade Trigger Optimization

AI agent optimizes upgrade triggers by correlating domain intelligence with conversion patterns — determining the right moment and message to prompt free users to upgrade based on their company profile and usage trajectory.

1
Optimize Upgrade Triggers by Segment
/pricing /careers /about OpenPageRank IAB Categories
UPGRADE TRIGGER OPTIMIZATION ════════════════════════════════════════════════════════ SEGMENT: Enterprise (PR >6, /careers 500+ roles) Best trigger: SSO/SAML gate (89% upgrade rate) Best timing: Day 3 of trial (vs Day 14 for others) Best message: "Your IT team requires SSO — upgrade for enterprise security" SEGMENT: Growth (PR 4-6, /careers 50-500 roles) Best trigger: Seat limit gate (67% upgrade rate) Best timing: When 80% of free seats used Best message: "Your team is growing — unlock unlimited seats" SEGMENT: SMB (PR 2-4, /careers <50 roles) Best trigger: Feature gate (34% upgrade rate) Best timing: After 3 feature-gate encounters Best message: "Unlock advanced workflows — plans from $12/mo" SEGMENT: Solo/Personal (PR <2, no /careers) Best trigger: Storage limit (8% upgrade rate) NOTE: Low conversion — optimize for referral instead

6Feature Adoption & Stickiness Analysis

AI agent correlates feature adoption patterns with domain intelligence segments to understand which features drive retention in different company types — informing product development and growth strategy.

1
Analyze Feature Adoption by Company Type
/products /api IAB Categories Personas OpenPageRank
FEATURE ADOPTION BY DOMAIN SEGMENT ════════════════════════════════════════════════════════ Feature Enterprise Growth SMB Retention Impact API Integration 89% 67% 23% +45% retention SSO/SAML 94% 34% 4% +38% retention Automation 78% 72% 56% +32% retention Dashboards 82% 65% 41% +18% retention Mobile App 45% 67% 78% +12% retention KEY INSIGHT: API Integration is the #1 stickiness feature Companies with /api pages adopt API integration 3.4x more Once API-integrated, 12-month retention is 94% (vs 61% without) RECOMMENDATION: Prioritize API onboarding for all tech companies

7Expansion Revenue Trigger Detection

AI agent monitors customer domain signals for expansion opportunities — detecting company growth, new product launches, geographic expansion, and team scaling that indicate readiness for plan upgrades or additional products.

1
Detect Expansion Triggers
/careers /press /products Countries OpenPageRank
Expansion Signals — customer-domain.com
2025-11-01 /careers: +45% new roles posted — growth acceleration
2025-12-15 /press: Series C announced, $80M raised
2026-01-08 Countries: New geo detected — UK office opened
2026-01-22 /products: New product line launched
2026-02-05 /careers: 3 new roles mention our product category
2026-02-12 PageRank: 4.8 → 5.6 (domain authority growing)

8Activation Funnel Optimization

AI agent optimizes activation funnels by segmenting users based on domain intelligence and identifying which activation steps different company types struggle with — enabling targeted interventions to improve time-to-value.

1
Analyze Activation by Domain Segment
/api /docs IAB Categories OpenPageRank Personas
ACTIVATION FUNNEL BY DOMAIN SEGMENT ════════════════════════════════════════════════════════ Step Tech Co Non-Tech Enterprise SMB Signup 100% 100% 100% 100% Complete Profile 89% 82% 91% 78% First Action 78% 54% 73% 56% Invite Team 67% 32% 82% 28% API Connected 56% 8% 45% 12% Weekly Active 45% 21% 52% 18% BIGGEST DROP-OFF: Non-tech companies: "First Action" step (82% → 54%) FIX: Add guided wizard for non-tech companies (no /api page) SMB: "Invite Team" step (56% → 28%) FIX: Simplify team invite for SMB (smaller team, fewer seats)

9Growth Benchmarking Against PLG Peers

AI agent benchmarks growth metrics against PLG peers by analyzing competitor free-tier offerings, conversion strategies, and self-serve capabilities — identifying best practices and optimization opportunities.

1
Benchmark PLG Metrics vs Peers
/pricing /products /docs /api OpenPageRank
PLG BENCHMARK — CATEGORY PEERS ════════════════════════════════════════════════════════ Company Free Tier Self-Serve /docs /api PR Our Product Yes (10) Yes Yes Yes 7.2 plg-leader.com Yes (unl.) Yes Yes Yes 8.1 rival-platform.com Yes (5) Yes Yes Yes 7.8 enterprise-first.com No No Yes No 6.9 legacy-tool.com No No PDF No 5.4 PLG MATURITY BENCHMARK: Our Score: 82/100 (2nd in category) Leader: plg-leader.com at 94/100 GAP: Unlimited free tier (they offer unlimited, we cap at 10) GAP: Interactive docs (they have playground, we have static)

10Growth Experiment Targeting

AI agent identifies optimal segments for growth experiments by analyzing domain intelligence patterns — targeting specific company types, industries, or technology profiles for A/B tests that maximize learning velocity.

1
Design Domain-Targeted Growth Experiments
/products /api IAB Categories Personas OpenPageRank

Growth Experiment Recommendations

EXPERIMENT 1: API-First Onboarding ──────────────────────────────────────── Target: Companies with /api pages (tech-savvy) Hypothesis: Showing API setup first increases activation 25% Segment size: 3,400 free users (27% of base) Expected lift: +25% activation, +18% conversion EXPERIMENT 2: Industry-Specific Templates ──────────────────────────────────────── Target: E-commerce companies (IAB: Shopping) Hypothesis: Pre-built e-commerce templates reduce TTV by 60% Segment size: 1,200 free users (10% of base) Expected lift: +40% activation, +22% conversion EXPERIMENT 3: Enterprise Fast-Track ──────────────────────────────────────── Target: Companies with /careers 500+ roles, PageRank >6 Hypothesis: Showing Enterprise features first accelerates sales Segment size: 340 free users (3% of base, 45% of revenue potential) Expected lift: +35% sales-assist conversion, +$2.1M ARR
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