Industry News

Image Classification in the past

Back in 2008, I was writing about how a search engine might learn from photo databases like Flickr, and how people label images there in a post I wrote called, Community Tagging and Ranking in Images of...

Casey Winters takes the product/market fit model further in his post Feature/Product Fit:

Every product team tries to make their core product better over time. But sadly, at most companies, the process for this is launching new features and hoping or assuming they are useful to your existing customers. Companies don’t have a great rubric for understanding if that feature is actually valuable for the existing product. This process should be similar to finding product/market fit, but...

The last time Google updated the search quality raters guidelines was in July 2018. On May 16, 2019 Google pushed out an updated version of the search quality raters guidelines used by humans hired as consultants to review both the live and test Google search results, aimed at giving feedback to Google's search engineers to make improvements to the Google search algorithms.

I always love reading about IDEO’s process. In his post To Transform Your Industry, Look at Someone Else’s Owen Sanderson explains the concept of analogous research: a form of exploration that takes a team outside of its industry to find inspiration in the ways others have tackled similar challenges. He explains how they took some hospital staff to an airport to observe the customer experience:

We started at check-in. The hospital team was issued mock boarding passes and asked to...

The Buzzfeed News article Behind Twitter’s Plan To Get People To Stop Yelling At Each Other is not the kind of thing I usually link to here, but I found it really fascinating from a product management perspective. Author Nicole Nguyen goes deep into the research and development process of the team responsible for “twttr” — an external, public prototype to experiment with new features. The sections that give us insight into the thinking of Sara Haider (Director of Product Management) and Lisa...

Last Friday I reported about potential Google search ranking updates and then SEJ reported that I was wrong and it was an infrastructure update. Well, we both were wrong according to Google - Google said there were no recent changes around algorithm changes or infrastructure changes.

Andy Johns wrote a 4-part series on product growth that is worth digging into. In Part 1: A Single-Minded Perspective on Growth he points out the trap many product companies fall into:

The point I’m making is that today’s startups very quickly fall into the optimization trap where they think future growth will largely come from optimizing their existing product. The better approach is finding the right balance between optimization and innovation since both methods can produce future...

This interview with Ryan Hoover from Product Hunt on how to develop products people love is really interesting. For example, here he makes a really good point about the importance of systems thinking in product management:

Most products can be broken down into a math equation, where multiple variables need to be true for it to work. Many newer product managers don’t break this equation down as much as they should. Then, they don’t test some of their hypotheses soon enough. If you have...

This is an older article, but it was brought up in a recent thread on the Elezea Community (join us!) and I hadn’t seen it before. In Applying Leverage as a Product Manager Brandon Chu explains how PMs can have the biggest impact in an organization:

Managerial leverage is the idea that some things a manager does creates more output than others, and for each possible thing, the amount of output created per unit of time is its leverage. That’s the basis of how you should decide whether...