Build Log #2 — Pricewise is now fully agent-powered behind the scenes 🤖

Hi Jack, hoping to talk to you about your product and gaining early access. Can't see how to DM you so hope you see this. Thanks!

{
"virtualUsers": [
{
"name": "Airbnb Host",
"business_type": "Individual Rentals",
"business_size": "Small (1-5 properties)",
"needs": ["Dynamic Pricing", "Cost-effective", "Easy to use"],
"budget": 100,
"price_sensitivity": 4.5,
"churn_risk": 4.1,
"lifetime_value": 1200
},
{
"name": "Property Manager",
"business_type": "Mid-size Property Management",
"business_size": "Medium (50-100 properties)",
"needs": ["Portfolio Analytics", "Market Dashboards", "Revenue Estimator Pro"],
"budget": 500,
"price_sensitivity": 3.0,
"churn_risk": 2.8,
"lifetime_value": 5400
},
{
"name": "Aparthotel Owner",
"business_type": "Established Accommodation Chain",
"business_size": "Large (100+ units)",
"needs": ["Dynamic Pricing", "Portfolio Analytics", "Revenue Estimator Pro"],
"budget": 2000,
"price_sensitivity": 2.5,
"churn_risk": 1.7,
"lifetime_value": 24000
}
],
"pricingModels": [
{
"tier_name": "Starter",
"price": 39.99,
"billing_cycle": "monthly",
"features": ["Dynamic Pricing", "Basic Support"],
"target_users": "Airbnb Hosts",
"value_proposition": "Cost-effective solution providing essential pricing tools for individual hosts."
},
{
"tier_name": "Growth",
"price": 99.99,
"billing_cycle": "monthly",
"features": ["All Starter features", "Portfolio Analytics", "Enhanced Support"],
"target_users": "Small Property Managers",
"value_proposition": "Advanced analytics for managers to optimize multiple properties effectively."
},
{
"tier_name": "Business",
"price": 199.99,
"billing_cycle": "monthly",
"features": ["All Growth features", "Market Dashboards", "Priority Support"],
"target_users": "Medium-sized Property Managers and Aparthotel Owners",
"value_proposition": "Comprehensive insights and competitive analysis for better decision-making."
},
{
"tier_name": "Enterprise",
"price": 499.99,
"billing_cycle": "monthly",
"features": ["All Business features", "Revenue Estimator Pro", "Dedicated Account Manager"],
"target_users": "Large Property Management Companies and Aparthotel Chains",
"value_proposition": "Robust tools and personalized support to drive large-scale operations and revenue."
}
],
"userFeedback": [
{
"user_type": "Airbnb Host",
"selected_tier": "Starter",
"satisfaction_score": 6.5,
"price_perception": "Reasonable for basic needs",
"likelihood_to_purchase": 0.60,
"likelihood_to_churn": 0.40,
"feedback_comments": "The Starter plan meets the basic requirements but lacks advanced features. Price is within my budget.",
"suggestions": "Consider adding a few more features to the Starter plan to enhance its value."
},
{
"user_type": "Property Manager",
"selected_tier": "Growth",
"satisfaction_score": 8.0,
"price_perception": "Great value",
"likelihood_to_purchase": 0.75,
"likelihood_to_churn": 0.20,
"feedback_comments": "Growth plan offers an excellent range of features for the price. Fits well with mid-sized portfolio management.",
"suggestions": "Addition of automated reporting tools would further enhance the plan's value."
},
{
"user_type": "Aparthotel Owner",
"selected_tier": "Business",
"satisfaction_score": 7.2,
"price_perception": "Slightly expensive",
"likelihood_to_purchase": 0.65,
"likelihood_to_churn": 0.30,
"feedback_comments": "Business plan is feature-rich but a bit pricey for the size of my operations. I appreciate the professional support.",
"suggestions": "Introduce tiered pricing within the Business plan to cater to varying sizes of aparthotels."
}
],
"recommendation": {
"average_satisfaction": 7.23,
"price_sensitivity_issues": "Aparthotel owners find the Business plan slightly expensive",
"feature_gaps": "Airbnb hosts feel the Starter plan lacks sufficient features",
"primary_churn_risks": "Airbnb Hosts may churn due to feature limitations; Aparthotel Owners due to pricing concerns",
"recommended_adjustments": "Enhance Starter plan with more features to improve satisfaction and consider flexible pricing models for Business plan"
}
}

# Create SaaS Analysis Agent
saas_analysis_agent = Agent(
name="SaaS Analyzer",
instructions="""You are a professional SaaS product analysis expert, responsible for analyzing SaaS website content and generating pricing recommendations.

Please perform the following tasks:
1. If a URL is provided, use the fetch_website_content tool to get the website content
2. If more information is needed, use the web_search tool to search for relevant content, this is a powerful web search tool
3. Use the generate_user_persona tool to generate user personas, requiring the following parameters:
   - industry: The industry the product belongs to (required)
   - product_features: List of product features (required)
4. Based on the information obtained, generate 4 virtual user profiles representing different customer segments
5. Create 3 different pricing models for the SaaS product
6. Simulate feedback from each virtual user on each pricing model
7. Provide final pricing strategy recommendations

Return the results in JSON format, including the following fields:
- virtualUsers: List of virtual users
- pricingModels: List of pricing models
- userFeedback: List of user feedback
- recommendation: Final recommendation

Ensure the JSON format is correct and includes all required fields.
""",
tools=[fetch_website_content, web_search_tool,
    persona_generator_agent.as_tool(
        tool_name="generate_user_persona",
        tool_description="Generate user personas based on product industry and features",
    ),
    pricing_strategy_agent.as_tool(
        tool_name="generate_pricing_strategy",
        tool_description="Generate optimal pricing plans based on product features, competitor information, and user personas"
    ),
    user_feedback_agent.as_tool(
        tool_name="generate_user_feedback",
        tool_description="Generate user feedback based on pricing plans and user personas"
    )

],

)