Product Siddha

Author name: Sahil Sanghar

Case Studies, Product Analytics

Product Analytics & Full-Funnel Attribution for a SaaS Coaching Platform

Product Analytics & Full-Funnel Attribution for a SaaS Coaching Platform Client SaaS Platform for Coaching Businesses Service Provider Product Siddha Industry SaaS / Coaching Services Service Product Analytics & Full-Funnel Attribution The Problem: Hard-to-Track User Behavior and Marketing Performance The client is a SaaS company that provides tools for coaching businesses. They had trouble knowing how their users moved through the platform. In simple terms, they needed to understand how visitors became active users, stayed engaged, and eventually paid for the service. The challenges were clear: Unclear user journey: It was hard to track all the actions that users took on different parts of the platform. No full-funnel attribution: The company could not see the complete path from when a user clicked a Meta ad to when they signed up or paid. Gaps in data flow: There was a disconnect between different systems. Data from Meta Ads, HubSpot CRM, and the client app did not flow together smoothly. Lack of real-time insights: The client did not have live dashboards to see daily active users (DAUs), feature engagement, or where users dropped off in the funnel. Without clear and connected data, it was very hard for the company to make smart decisions that could boost growth. The Solution: A Powerful, End-to-End Analytics and Attribution System Product Siddha stepped in to build a complete solution that connected every step of the user journey and brought all the data together. Here’s how the solution worked: Amplitude Implementation from Scratch They set up Amplitude, a top product analytics tool, from the ground up. This tool was used to map how users interacted with various features on the platform. By tracking every action from sign up to subscription, the system provided clear insights into activation, retention, and conversion. Seamless Data Flow with Custom API Integration The team created a custom API solution that tied together different systems. Data from Meta ads, Hubspot and client’s application was smoothly connected with Amplitude, without any instance of duplicate user profiles. This seamless data flow allowed the company to track the entire customer journey. Every ad click, trial signup, and subscription was now linked in one complete picture. Live Dashboards for Real-Time Insights Live dashboards were set up to show key performance metrics. These dashboards displayed: Daily Active Users (DAUs) The split between trial users and paid subscribers Engagement with platform features Drop-off points along the user journey These live views meant the client could see what was working and what needed improvement right away. Insight-Led Growth and Campaign Optimization The product analytics solution helped the client identify the top behaviors among their user base. They found the top five actions that led to higher conversion rates. With this insight, the company was able to optimize their marketing campaigns and product features to boost growth. It was no longer guesswork; it was data-driven decision-making. The Outcome: Full-Funnel Visibility and Measurable Growth After implementing Product Siddha’s end-to-end analytics solution, the client achieved significant results across key business metrics: 92% of user behavior tracked: The analytics setup provided visibility into nearly all meaningful user actions, helping the team pinpoint exactly how users activated, engaged, and converted. 30% increase in paid conversions: By identifying the top five behaviors that led to subscriptions, the team improved onboarding and feature usage, resulting in a measurable boost in paid sign-ups. 18% higher retention rate: With clearer insight into feature engagement, the platform optimized product experiences that encouraged users to stick around longer. 35% improvement in marketing ROI: Connecting Meta Ads to HubSpot and Amplitude allowed precise attribution, helping the team focus spend on high-performing campaigns. 3x faster decision-making: Live dashboards enabled leadership and marketing teams to react in real time to user trends and campaign results—reducing decision cycles from days to hours. 40% growth in active user base (QoQ): With better data and continuous optimization, the company scaled its coaching user base and expanded its reach more efficiently. Conclusion: Data-Driven Insights That Power Smarter SaaS Growth This case study shows how Product Siddha leverages cutting-edge product analytics and full-funnel attribution techniques to drive clarity, efficiency, and growth for SaaS companies in the coaching space. If you need help mapping your customer journey and turning data into action, Product Siddha is ready to help you succeed.

AI Automation, Case Studies

AI Automation Services for Agri-Tech/FoodTech VC Fund

AI Automation Services for Agri-Tech/FoodTech VC Fund Client Confidential (Agri-Tech/FoodTech Venture Capital Firm) Service Provider Product Siddha Industry Venture Capital / Agri-Tech / FoodTech Service AI Automation Services / Content Automation The Problem: Staying Active on Twitter Takes Too Much Time The client is a fast-paced VC fund focused on Agri-Tech and FoodTech startups. They wanted to stay active on Twitter by sharing fresh, trending content, but: Founders and partners didn’t have time to tweet daily Manually researching trending topics in their niche — by studying newsletters, RSS feeds, blogs, and articles — took considerable effort and time Writing good tweets from all that research required strong copywriting skills, which a Founder or Partner may not always have Valuable insights were often missed or forgotten in the process They needed a smart, automated way to turn trending topics in their niche into tweets without wasting time. The Solution: A Reddit-to-Twitter AI Content Pipeline Product Siddha built a fully automated Reddit to Twitter pipeline that turns Reddit trends into ready-to-publish tweets. It saves time and keeps the VC firm’s Twitter active with relevant, high-quality posts. Here’s how the automation works: Collects Industry Trends The system scans multiple trusted sources – such as newsletters, blogs, and content feeds – focusing on topics relevant to the client’s Agri-Tech and FoodTech space. Filters Out Low-Quality Content The engine automatically filters and curates only useful or meaningful posts. Spam, off-topic pieces, or repetitive content are excluded. Uses AI to Write Tweets (Like an Ogilvy Copywriter) The filtered content is passed to a large language model (LLM) that crafts Twitter-ready drafts, following guidelines that ensure each tweet reads like it was written by a top-tier copywriter. Posts Automatically Once the tweet is ready, it’s posted directly to the firm’s Twitter account using the Twitter API – no manual work needed. Logs Everything in Google Sheets Each tweet, source, and result is logged in Google Sheets for easy review, edits, or re-use. Your browser does not support the video tag. The Outcome: Daily Tweets Without Lifting a Finger The VC fund now has a smart Twitter automation tool that runs on its own. Founders stay visible on social media without ever logging in. Key Benefits: Automatic posting from trusted sources Consistent social media presence for the brand No manual writing or research needed Easy to edit or track content in one place Saves hours of work each week Measurable Results: Time saved per week: 5+ hours Tweet consistency: 100% daily activity Twitter engagement: ↑ higher impressions and likes Manual effort: Almost zero Conclusion: AI Automation That Keeps VCs in the Spotlight This project shows how Product Siddha’s AI automation services helped a VC firm turn Reddit trends into tweets in real-time. With AI content generation, automated filtering, and direct Twitter posting, the client now stays active, relevant, and visible – without doing any extra work. If you’re looking for AI-powered social media automation, Product Siddha has the tools and talent to build it for you. ng> has the tools and experience to make it happen.

AI Automation, Case Studies

AI Automation Services for French Rental Agency MSC-IMMO

AI Automation Services for French Rental Agency MSC-IMMO Client MSC-IMMO, a French property rental agency Service Provider Product Siddha Industry Real Estate Service AI Automation Services / Real Estate Workflow Automation The Problem: Too Many Leads, Too Little Time MSC-IMMO is a busy rental agency in France. They list their homes and apartments on many property sites, such as SeLoger, Bien’ici, Locaverif, Kyero, and more. Every day, dozens of new rental inquiries fill their inbox. But here was the problem: Staff had to read each message manually They needed to send replies and collect documents from every tenant Then they had to follow up to schedule a visit Too many leads were old, fake, or just not serious Missed replies and double responses were common This process took hours every day and made it hard to keep up. The MSC-IMMO team needed a smart, simple, and automatic way to manage rental leads. The Solution: A Zero-Touch Lead Intake System Product Siddha stepped in to help with AI automation for real estate leads. They created a zero-touch lead intake system that does everything for the MSC-IMMO team – automatically and reliably. Here’s how it works: Smart Email Reader + Auto-Replies The AI system watches the email inbox for messages from top rental platforms like: SeLoger, Bien’ici, Jinka, Locaverif, ParuvenduPro, Kyero, and more. Once a new lead comes in, the system checks: Is the sender valid? Is the message new? Is the lead complete? Is it a rental or purchase inquiry? If yes, the system automatically replies, asking the tenant to complete a rental dossier (application form). Dossier Completion → Instant Visit Scheduling When a tenant completes the dossier (via Fillout), they get an email and SMS with a Calendly link to book a visit – no human involved. Reminders to Reduce No-Shows Before the visit, the system sends automated emails and SMS reminders to make sure the tenant shows up. The Outcome: Less Work, More Results MSC-IMMO went from manually managing every lead to having a fully automated rental lead system. Key Wins: Zero-touch lead intake: Staff no longer has to read every email Faster replies: Tenants get instant, helpful replies Real-time visit booking: Scheduling happens on its own Fewer no-shows: Reminder system keeps tenants on track Cleaner pipeline: Only fresh, serious leads go through Measurable Results: Time saved per day: 3+ hours Lead response time: Instant No-show rate dropped by 40% Staff workload reduced by 70% Happier tenants and better customer experience Conclusion: Automation That Just Works These efforts show how Product Siddha’s AI automation services helped a real estate company save time, reduce stress, and improve results. With smart tools like automated lead intake, AI-based email filtering, and calendar booking automation, MSC-IMMO now runs smoother than ever. Looking to automate your real estate workflows? Product Siddha has the tools and experience to make it happen.