How I Used Data For Product Development

February 23, 2011

strategy

I shared with everyone my launch of a printable games company and how we found our first niche in printable baby shower games. As I build this company I have decided to share as many details as I can - from research to revenue (which we finally generated!).  

As I mentioned in my lightbulb to launch post, getting the website up (about 4 hours) was the easy part - I build websites every day. The hard part was deep diving into a niche that I knew absolutely nothing about. I didn't even know a market for printable baby shower games existed until the lightbulb flashed. How do you start a business with no subject matter expertise?

 

I used data. If you follow along with me online you may remember a podcast episode about Data Driven Marketing. The idea is to use data (from analytics, search, social) to identify and execute strategies for a business.

 

In this case I used data for defining a product development strategy in a market I knew nothing about (more on mastering the unknown later).

 

How? Well....

 

Crowd Sourced Data Gathering

As I mentioned I knew nothing about baby shower games when starting this venture - I just liked the model. So where the hell do you start? My first task (and first expense) was outsourcing this initial data gathering. I needed to know what baby shower games are played. I hired a couple researchers on ODesk (you could use Mechanical Turk or CrowdFlower) to source a list of baby shower games from the web.

 

The cost? Around $10. The Results? Hundreds of baby shower game ideas.

 

Okay I have data ... Now what?

 

Analyzing Data

I took the list of potential baby shower games and plugged it into Google's Keyword Research Tool. Using this tool I could see which games had the highest demand and lowest competition. Using a few similar metrics as data points I was able to pinpoint the best products to have designed first.

 

Example: Let's say you have two product ideas... A widget and a watchamacallit. Using the aforementioned tools you figure out that....

 

Widget: 100,000 Monthly Searches, $1.00 Cost Per Click (CPC), High Competition

Watchamacallit: 60,000 Monthly Searches, $.39 Cost Per Click (CPC), Low-Medium Competition

 

Which product should you make first? Well, the watchamacallit because the barriers to entry are far less while maintaining a decent amount of search potential.

 

Keyword_research Google_chrome_10 Google_chrome_9 Google_chrome_8

Validation

If your product idea has less than 1,000 monthly searches - nobody is looking for it. Why create a product nobody wants? For $10 and an hour of research on baby shower game search and advertising patterns I was able to vet my idea. Not bad.

 

Not only was my idea validated with this research, I was able to create a prioritized list of games to design. I can now create baby shower games that are in the highest demand. That's extremely valuable information to launch with.

 

What's Next?


Active Projects

I'm always tinkering with new ideas and building interesting things. From AI-powered tools to micro-SaaS products, these are the projects currently keeping me up at night. Each one solves a specific problem I've encountered or explores an emerging technology I'm excited about.

🤖 PMPrompt

I recently launched PMPrompt, a curated collection of AI prompts for product managers. The goal is simple - help PMs save time and be more effective by leveraging AI in their daily workflow. Read more about this project in my blog post about building PMPrompt or try the AI-Powered PRD Generator.

📊 SurveySnaps

I recently launched SurveySnaps, a platform that makes collecting location-based feedback dead simple using QR codes. The goal is straightforward - help businesses gather real-time feedback from specific locations without the complexity of traditional survey tools. Read more about this project in my blog post about building SurveySnaps.

🏗️ JSONL Tools

I am working on a set of tools to help me work with JSONL. JSONL is a simple format for working with JSON data. I am working on a set of tools to help me work with JSONL data. I will use these tools to help me work with my own data as well as help me build my own APIs. One of the tools I am developing is a JSONL Validator to ensure the integrity and structure of JSONL data. Read more about this project in my blog post about building JSONL Tools.

🤖 Make Storytime

Personalized children's stories generated by AI. This is an app I am building with my kids.

📠 Fax Online

Yea, I know. But there is a long tail for everything and believe it or not there was an underserved market for people that need to send a fax online. Some people (like me!) just need to send a one time fax.

Read more about this micro Saas project in a blog post about building an online fax service.

🥑 Free URL Indexer

Free URL Indexer is a free tool to help you index your backlinks and get them into Google faster. It's a simple tool that I built to help me with my own SEO efforts and I decided to share it with the world. It's a free tool and I don't even ask for your email address. Just paste in your URL and click the button.

👉 See all projects