
Saved searches are one of CompStak’s most valuable features—both for users and for the business. They eliminate repetitive query-building, accelerate workflows, and allow users to easily monitor trends in their focused sector. They also serve as a major engagement driver for the business—bringing users back through email alerts, strengthening platform stickiness, and reinforcing CompStak’s role in daily workflows.
Before the redesign, the saved search feature was difficult to find, weekly email alerts often arrived too late, and users struggled to identify what information was truly new in a list of hundreds of comps. As a result, the feature underperformed despite its strategic importance based on conversations during user interviews.
I led the redesign of the saved-search experience to address these gaps. The new saved search solution improved visibility and workflow integration, and customizable alert cadences—including immediate notifications, daily summaries, and weekly digests. Through iterative testing, we ensured users could quickly spot new activity, trust the updates, and manage alerts in a way that fit their prospecting cadence and client workflows.CompStak is known in the Commercial Real Estate industry to be the primary source for office leases in the United States, with a heavy presence in primary markets such as New York City and San Francisco. COVID shifted the industry’s demand from office leases in primary markets to industrial leases across primary and secondary markets. This shift in demand revealed key challenges:
Saved searches are one of CompStak’s most valuable features—both for users and for the business. They eliminate repetitive query-building, accelerate workflows, and allow users to easily monitor trends in their focused sector. They also serve as a major engagement driver for the business—bringing users back through email alerts, strengthening platform stickiness, and reinforcing CompStak’s role in daily workflows.
Before the redesign, the saved search feature was difficult to find, weekly email alerts often arrived too late, and users struggled to identify what information was truly new in a list of hundreds of comps. As a result, the feature underperformed despite its strategic importance based on conversations during user interviews.
I led the redesign of the saved-search experience to address these gaps. The new saved search solution improved visibility and workflow integration, and customizable alert cadences—including immediate notifications, daily summaries, and weekly digests. Through iterative testing, we ensured users could quickly spot new activity, trust the updates, and manage alerts in a way that fit their prospecting cadence and client workflows.CompStak is known in the Commercial Real Estate industry to be the primary source for office leases in the United States, with a heavy presence in primary markets such as New York City and San Francisco. COVID shifted the industry’s demand from office leases in primary markets to industrial leases across primary and secondary markets. This shift in demand revealed key challenges:
As a growing organization, how do we scale our business while not burning out our team? After discussions with our Director of Product and Product Manager, we determined that the most effective approach was to build a self-service experience (sometimes referred to as Product-Led Growth [PLG]). PLG would:
PLG's intention is not to automate our sales team out of a job. Instead, PLG assists our team in selling ThankView by providing them another method to showcase the product without the need to be present in the experience.

We tackled the project in three phases across multiple sprints to give our team time to build the platform out and gather data/feedback simultaneously while developing the next phase. Through market research and in-depth discussions with cross-functional teams, we determined that these phases would be the ideal starting point to create a self-service experience:
A ThankView campaign on average takes about 7 days to get 95%+ of its performance metrics. Including the time to learn the platform, send a campaign, and analyze metrics, we determined that 14 days was the optimal amount of time for a user to make a decision on ThankView as a platform. If the user determined 14 days wasn’t enough to make a decision, the user could extend their trial to 30 days (an additional 16 days) to continue utilizing the platform.
In the free trial, users had access to a combination of features across multiple plan tiers. This allowed users to experience a fuller version of ThankView before determining which package suited their needs the most, instead of just guessing what they wanted based on descriptions. To track how we could optimize our free trial experience, we worked with our data team to put tracking markers on:

Saved searches are one of CompStak’s most valuable features—both for users and for the business. They eliminate repetitive query-building, accelerate workflows, and allow users to easily monitor trends in their focused sector. They also serve as a major engagement driver for the business—bringing users back through email alerts, strengthening platform stickiness, and reinforcing CompStak’s role in daily workflows.
Before the redesign, the saved search feature was difficult to find, weekly email alerts often arrived too late, and users struggled to identify what information was truly new in a list of hundreds of comps. As a result, the feature underperformed despite its strategic importance based on conversations during user interviews.
I led the redesign of the saved-search experience to address these gaps. The new saved search solution improved visibility and workflow integration, and customizable alert cadences—including immediate notifications, daily summaries, and weekly digests. Through iterative testing, we ensured users could quickly spot new activity, trust the updates, and manage alerts in a way that fit their prospecting cadence and client workflows.CompStak is known in the Commercial Real Estate industry to be the primary source for office leases in the United States, with a heavy presence in primary markets such as New York City and San Francisco. COVID shifted the industry’s demand from office leases in primary markets to industrial leases across primary and secondary markets. This shift in demand revealed key challenges:
In the first iteration of the Free Trial, the user weren't able convert to a paid plan unless a Sales person reached out to them. To reduce the strain on our Sales team to follow up to close the loop on a prospect, we built out the Self Checkout flow that allowed users to purchase ThankView on their own.

After building the self checkout, I brought on our amazing designer, Samantha Tan, to tackle upsells and upgrades on the platform.
During this time, I worked with the PM as the bridge between Product and other departments to study the impact of PLG and determine necessary iterations.
After launching PLG in December 2021, we gathered data to figure out how we could improve the experience to convert more users:
Building meaningful and actionable dashboards is a non-stop endeavor. As we expand our metrics capabilities, we look to continue adding value to the dashboards we build. In our backlog, we currently have the features planned: