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Forrest Miller

Product manager

AI made building cheap. I use evidence to decide what deserves to be built.

TripSapien — open TripSapien (opens in a new tab)

Personalized trip plans you can trust — curated recommendations, checked for your dates.

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Changed the bet

AI planning made verification the harder job. I rebuilt TripSapien around checking every place against the trip's actual dates.

Last 30 days

31k
monthly unique visitors
13%
of visitors planned a trip
London place rows for Sep 13–20 flag Locanda Locatelli as permanently closed, the London Eye as book-ahead, and Columbia Road Flower Market as open Sunday from 8 AM to 3 PM.

What's Open

We check each place against your dates for closures, limited hours, & what to book ahead

What's Open, 1 of 7

BingWow — open BingWow (opens in a new tab)

Bingo for anything. Create with AI, print, or play live — free.

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Changed the channel

Users kept extending the product. I kept the game engine and moved distribution to the channels already showing demand: Bing search and AI assistants.

Last 30 days

6k
monthly unique visitors
60%
of visitors played a game

See it for

RecipeStripper — open RecipeStripper (opens in a new tab)

Strip recipes down to just ingredients and cooking instructions — no ads, no life stories, no scrolling.

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Changed the roadmap

Behavior revealed repeatable patterns. I made the diagnostic log the roadmap and fixed the patterns with the widest reach.

Last 30 days

3k
monthly unique visitors
61%
of visitors stripped a recipe
Animated RecipeStripper before and after: an ad-covered recipe blog sits beside a clean recipe whose prominent tabs switch between a well-spaced list of butter, sugar, eggs, and flour and two numbered cooking steps.
Forrest Miller

For hiring teams

The judgment transfers across products.

Everything here is a solo build: I make the product decisions; AI agents write the code.

See the method

Need a product manager who moves fast and reports the evidence straight?

forrestmill@gmail.com