Home
Loading

aVenture is in Alpha: During this preview period, you should expect the research data to be limited and may not yet meet our exacting standards. We've made the decision to provide early access to our data to showcase the product as we build, but you should not yet rely upon it alone for your investment decisions.

aVenture is in Alpha: During this preview period, you should expect the research data to be limited and may not yet meet our exacting standards. We've made the decision to provide early access to our data to showcase the product as we build, but you should not yet rely upon it alone for your investment decisions.

Get in touch

  • Contact

  • Request a demo

  • Request data updates

  • Add a company

Research

  • Companies

  • Investors

  • People

aVenture

  • Sitemap

  • Feature requests

Member

Backed by

© aVenture Investment Company, 2026. All rights reserved.

San Francisco, CA, USA

Privacy Policy

aVenture Investment Company ("aVenture") is an independent research platform providing detailed analysis and data on startups, venture capital investments, and key industry individuals. It is not a registered investment adviser, broker-dealer, or investment advisor and does not provide investment advice or recommendations. The data provided by aVenture does not constitute recommendations or advice, whether by methodology, analysis, AI-generated content, or a statement written by a staff member of aVenture.

aVenture is not affiliated with any of the people, companies, organizations, government agencies, regulatory bodies, or investment funds we provide coverage for on this site unless explicitly stated otherwise. Users assume full responsibility for decisions made based on information obtained from this platform. Links to external websites do not imply endorsement or affiliation with aVenture. Any links that provide the ability to invest in a primary or secondary transaction in a company are for convenience only and do not constitute solicitations or offers to buy or sell an investment. Investors should exercise heightened precaution and due diligence when investing in private companies, especially those not independently audited.

While we strive to provide valuable insights with objectivity and professional diligence, we cannot guarantee the accuracy of the information provided on our platform. Before making any investment decisions, you should verify the accuracy of all pertinent details for your decision. To the fullest extent permitted by law, aVenture shall not be liable for any direct, indirect, incidental, consequential, or financial damages arising from use of this site, whether by consumers of its contents directly or by persons or organizations covered by our research, even if we are advised of the possibility. Our best-efforts processes and correction request forms do not create a warranty or duty of care.

Profiles on this platform may include content generated in part by large language models (LLMs, artificial intelligence) that aggregate publicly available sources (e.g., SEC EDGAR, public filings, press releases). Source attribution is provided where known; always verify statements and claims here against original sources before relying on any data. Content on our site may contain inaccuracies, omissions, or what are commonly called 'hallucinations' if generated in part or in full by AI / LLMs. The risk can also exist even when content is written by a human, as internal and third-party sources may also have inaccuracies for the same or different reasons. While we randomly audit a proportion of content, this is not exhaustive.

We recommend that an independent auditor be hired to verify the accuracy of the information before relying on it for any sensitive decisions. By accessing this platform, you agree not to rely solely on any information generated by AI, aggregated, or sourced or written otherwise on this site, for investment, financial, or other decisions. aVenture assumes no responsibility for inaccuracies, omissions, or hallucinations. You must independently verify all data from primary sources. Use of this platform constitutes your waiver of claims for reliance-based damages, including negligent misrepresentation. To report an error, request a correction, or dispute information about a company or individual, contact us via our request data updates form.

Loading
Loading
Home
News
Former head of growth at Slack is building a growth-tracking platform for everyone

From TechCrunch

By Ron Miller

August 24, 2023

Former head of growth at Slack is building a growth-tracking platform for everyone

Former head of growth at Slack is building a growth-tracking platform for everyone

When Panobi co-founder Merci Grace began running growth at Slack in 2015, she helped grow the user base from 50,000 to more than 3 million in just a couple of years. Along the way, she learned some valuable lessons about tracking growth metrics, and how difficult it is to pull this data from a variety of sources.

In 2021 she decided to put that knowledge to work, founding Panobi, a growth-tracking platform she wished she had when she was at Slack. Today, the company announced a $5 million seed, and that it was launching a closed beta of the product.

When Grace started the company with her co-founder, head of engineering Jason Klym, they were surprised to learn that many growth pros were still tracking their key metrics in a spreadsheet or in a project management tool like Notion, but there still wasn’t a tool specifically designed for growth managers. They decided to fix that and launched Panobi.

“We started to look at different ideas and came back to this problem, which I’ve experienced at 90 miles per hour at Slack, and was kind of amazed that it was still so hard just to get everything about growth into one place. So we [decided to build a product] that lets you see it and share it and help the rest of the company, both understand how growth is going for the growth team, but also really collaborate with them across all of the shared product surfaces,” Grace told TechCrunch.

The product first and foremost tracks key user metrics like daily active users (DAUs) and monthly active users (MAUs) by connecting to a data warehouse like Snowflake and giving the current status in real time, while providing the ability to track that information on a timeline to see how you are performing over time.

Panobi timeline lets product teams track key metrics like DAUs and MAUs.

Panobi timeline lets product teams track key metrics like DAUs and MAUs. Image Credits: Panobi (screenshot)

And because growth involves a lot of different departments and people, it includes a collaborative piece, both in the product itself, but also the ability (not surprisingly) to share that information in Slack and eventually Microsoft Teams, as well.

“Really what’s so unique about growth is it is this cross-functional hub, where [different departments] like sales need to know what’s happening with growth, and they need to understand the data, and that’s a huge gap for people right now, having it packaged for them in a way that is understandable and speaks to their timeline and their expertise,” she said.

The company is still pre-revenue, but when it does GA, the plan is to charge for paid editor seats for product people interacting with the product on a regular basis, while offering free viewer seats for those folks who just need to see the data, but aren’t key players on the product team. Grace says that should help prevent a ballooning monthly bill.

Panobi currently has 11 employees. When Grace left Slack, she had built growth to a 50-person team, which was the most diverse group in the company, and it’s something that she’s bringing with her as she hires at her new company.

“I think part of that is just treating people with this baseline high level of respect, and then it’s doing the work of finding and recruiting people, who are not sort of like de facto in the hiring pool for a really early-stage company. You just have to spend the time to do it because it is that important,” she said.

Today’s investment was led by Nina Achadjian and Paris Heymann at Index Ventures, along with a who’s who of angel investors that includes Slack co-founders Stewart Butterfield and Cal Henderson.

Most Recent

Travis Kalanick’s robotics company raises $1.7B, led by a16z

Travis Kalanick’s robotics company raises $1.7B, led by a16z

Uber is also investing in Travis Kalanick's company Atoms, which has made gauzy claims about using industrial AI to modernize the world.

Jul 22, 2026

Arcee, a US open source AI lab, says Chinese models are not inherently dangerous

Arcee, a US open source AI lab, says Chinese models are not inherently dangerous

As Chinese AI models grow in capability and popularity among U.S. companies, the arguing over what should be done about them has reached a fever pitch.

Jul 22, 2026

Cascade raises $3.5M to help construction firms find and win projects

Cascade raises $3.5M to help construction firms find and win projects

a16z Speedrun, Ada Ventures, and Snowball VC have invested in Cascade's $3.5 million seed round.

Jul 22, 2026

The browser wars aren’t about search anymore — here are the best alternatives to Chrome and Safari

The browser wars aren’t about search anymore — here are the best alternatives to Chrome and Safari

We’ve compiled an overview of some of the top alternative browsers available today aiming to challenge Chrome and Safari.

Jul 22, 2026

Similar Posts

5 ways SaaS companies can level up their product-led growth

5 ways SaaS companies can level up their product-led growth

We analyzed data from 30,000+ SaaS companies — here are five ways you can level up product-led, efficient growth.

May 16, 2023

How to identify, interview and hire a head of growth for an early-stage startup

How to identify, interview and hire a head of growth for an early-stage startup

The individual you’re looking for will create and execute growth strategies, manage marketing initiatives and ultimately, drive revenue.

Jul 7, 2023

The 3 stages of building world-class growth funnels

The 3 stages of building world-class growth funnels

Thousands of startups have experimented with infinite variations and tweaks to their growth funnel. Why try to reinvent the same foundation?

Jun 23, 2023

TechCrunch+ roundup: Generative AI catch-up, bootstrapping tactics, hiring a head of growth

TechCrunch+ roundup: Generative AI catch-up, bootstrapping tactics, hiring a head of growth

Meta acquired 100M users for Threads in just 5 days. You are not Meta, however, which means you'll need to develop and protect stronger IP.

Jul 11, 2023

Most Recent

Travis Kalanick’s robotics company raises $1.7B, led by a16z

Travis Kalanick’s robotics company raises $1.7B, led by a16z

Uber is also investing in Travis Kalanick's company Atoms, which has made gauzy claims about using industrial AI to modernize the world.

Jul 22, 2026

Arcee, a US open source AI lab, says Chinese models are not inherently dangerous

Arcee, a US open source AI lab, says Chinese models are not inherently dangerous

As Chinese AI models grow in capability and popularity among U.S. companies, the arguing over what should be done about them has reached a fever pitch.

Jul 22, 2026

Cascade raises $3.5M to help construction firms find and win projects

Cascade raises $3.5M to help construction firms find and win projects

a16z Speedrun, Ada Ventures, and Snowball VC have invested in Cascade's $3.5 million seed round.

Jul 22, 2026

The browser wars aren’t about search anymore — here are the best alternatives to Chrome and Safari

The browser wars aren’t about search anymore — here are the best alternatives to Chrome and Safari

We’ve compiled an overview of some of the top alternative browsers available today aiming to challenge Chrome and Safari.

Jul 22, 2026

Similar Posts

5 ways SaaS companies can level up their product-led growth

5 ways SaaS companies can level up their product-led growth

We analyzed data from 30,000+ SaaS companies — here are five ways you can level up product-led, efficient growth.

May 16, 2023

How to identify, interview and hire a head of growth for an early-stage startup

How to identify, interview and hire a head of growth for an early-stage startup

The individual you’re looking for will create and execute growth strategies, manage marketing initiatives and ultimately, drive revenue.

Jul 7, 2023

The 3 stages of building world-class growth funnels

The 3 stages of building world-class growth funnels

Thousands of startups have experimented with infinite variations and tweaks to their growth funnel. Why try to reinvent the same foundation?

Jun 23, 2023

TechCrunch+ roundup: Generative AI catch-up, bootstrapping tactics, hiring a head of growth

TechCrunch+ roundup: Generative AI catch-up, bootstrapping tactics, hiring a head of growth

Meta acquired 100M users for Threads in just 5 days. You are not Meta, however, which means you'll need to develop and protect stronger IP.

Jul 11, 2023