
A data tool that combines app analytics into one view and is adding AI agents.
Sources mix two products: a women's health app that narrowed from health, reached 70 million plus monthly users, raised $200M+ at a $1B+ valuation and reportedly ran 100+ experiments a month, and a data tool that unifies store, RevenueCat and ad data before adding agents. Lesson: own a narrow category, test constantly, and share results across teams. Put your data in one view before choosing growth moves.
From Flo growth notes, Sensor Tower category sizing
Flo pulls scattered app data into one view and surfaces growth opportunities. Running a portfolio of 30 or more apps meant pulling App Store Connect, Google Play, RevenueCat and ad manager data into spreadsheets to find what mattered. Ryan built Flo 1.0 to combine those sources in one place and answer questions with growth opportunities.
The portfolio had passed 30 apps and 50 million downloads, with growth driven by a creator video factory and a tiered ad test ladder. Ryan on the old process: "So much noise. Where is the signal?"
Flo 2.0 adds AI agents meant to grow apps overnight. The second version adds agents for ASO, Apple Search Ads, monitoring and forecasting. They aim to work overnight and set prices across 180 countries.
Ryan frames the project as AI employees that find app problems, fix them and grow the app. He presents agents and B2B deals as the next source of growth after paid acquisition hit a ceiling, with Reflectly peaking at roughly $3 to 4 million ARR on flat ad spend.
Narrow the category until you can credibly claim to lead it. Flo narrowed from health to women's health, claimed number one with 70 million plus monthly active users, and became the first women's health unicorn. It raised $200M+ from General Atlantic at a $1B+ valuation.
Being number one acts as a moat and lifts valuation, but the category must be believable, with real competitors and its own ecosystem. Size it by cutting Sensor Tower data into logical categories, since the top 30 apps usually hold the lion's share. Quote: "Narrow until you can win it."
Flo reportedly ran over 100 experiments a month. The team tested pricing, paywall UI and UX, color schemes and fonts early and often, reportedly passing 100 experiments a month.
Quote: "You need to be pushing the number of experiments you're doing."
Sharing test results across sibling apps spread winning ideas faster. PTA, the Flo parent company, had a culture of sharing tests across its portfolio so other apps could copy and localize them. One app lifted conversion by adding a blink to its continue button, an idea that spread this way.
Yuliya Lennox recommends weekly calls with three or four adjacent apps to share what was tested and how it went, while expecting results to differ by industry. Quote: "sharing doesn't mean that you are losing something. It always means that you are gaining something."

Flow 1.0 pulls App Store Connect, Google Play, RevenueCat and ad manager data into one place and answers questions with growth opportunities. Flow 2.0 adds agents for ASO, Apple Search Ads, monitoring and forecasting, aiming to work overnight and set prices in 180 countries.
Sharing test results across sibling apps spread winning ideas faster. PTA, the Flo parent company, had a culture of sharing tests across its portfolio so other apps could copy and localize them. One app lifted conversion by adding a blink to its continue button, an idea that spread this way.
Yuliya Lennox recommends weekly calls with three or four adjacent apps to share what was tested and how it went, while expecting results to differ by industry. Quote: "sharing doesn't mean that you are losing something. It always means that you are gaining something."

About 80M monthly users, a $200M Series C at over $1B valuation, and a 4.9 rating that won top keywords. Conversion rose from about 2% to 16-18% through onboarding and paywall tests, and partner mode drew 2M+ partner users.
Narrow the category until you can credibly claim to lead it. Flo narrowed from health to women's health, claimed number one with 70 million plus monthly active users, and became the first women's health unicorn. It raised $200M+ from General Atlantic at a $1B+ valuation.
Being number one acts as a moat and lifts valuation, but the category must be believable, with real competitors and its own ecosystem. Size it by cutting Sensor Tower data into logical categories, since the top 30 apps usually hold the lion's share. Quote: "Narrow until you can win it."
Flo reportedly ran over 100 experiments a month. The team tested pricing, paywall UI and UX, color schemes and fonts early and often, reportedly passing 100 experiments a month.
Quote: "You need to be pushing the number of experiments you're doing."
Wilkinson lost $10 million trying to bootstrap it against Asana, which had raised hundreds of millions. It failed because everyone wants to build a productivity tool.
Flo pulls scattered app data into one view and surfaces growth opportunities. Running a portfolio of 30 or more apps meant pulling App Store Connect, Google Play, RevenueCat and ad manager data into spreadsheets to find what mattered. Ryan built Flo 1.0 to combine those sources in one place and answer questions with growth opportunities.
The portfolio had passed 30 apps and 50 million downloads, with growth driven by a creator video factory and a tiered ad test ladder. Ryan on the old process: "So much noise. Where is the signal?"
Flo 2.0 adds AI agents meant to grow apps overnight. The second version adds agents for ASO, Apple Search Ads, monitoring and forecasting. They aim to work overnight and set prices across 180 countries.
Ryan frames the project as AI employees that find app problems, fix them and grow the app. He presents agents and B2B deals as the next source of growth after paid acquisition hit a ceiling, with Reflectly peaking at roughly $3 to 4 million ARR on flat ad spend.
Earns about $6 million a month and ranks seventh in health and fitness on Sensor Tower. It shows a trial paywall first, then 33% off forever ($40 instead of $60 a year) when closed, and a 99-cent first month on second open that renews at $60. It shows about three paywall views per session and asks for sign-up only after the first paywall.
Its parent company's apps shared tests so others could copy and localize them, and one app lifted conversion by adding a blink to the continue button.
It narrowed from health to women's health, claimed number one with 70 million plus monthly active users, and became the first women's health unicorn. It raised $200M+ from General Atlantic at a $1B+ valuation and reportedly ran over 100 experiments a month.
Has very high retention because the use case lasts from puberty through most of a woman's life, and it built its economics around retention.
Its long onboarding with a paywall made 2x more sales than one without. A version offering 33% off after a "no" beat a flow with no offer.
Reviews complain "I used to love this app, it's really gone downhill, too much monetization", and retention falls as monetization rises.
One of Yuriy's advisory clients.
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