Customer research, autonomous

Find what to build
before they ask for it.

FieldDay is an AI agent that monitors Reddit, app reviews, and social platforms — continuously — and surfaces product opportunities before the competition finds them.

FieldDay research analysis dashboard
50k+ conversations analyzed daily
12 sources monitored continuously
3x faster opportunity discovery

Research that works while you sleep.

Most teams do customer research once and call it done. FieldDay does it always.

01

The Hunt

Monitors Reddit communities, App Store reviews, Play Store feedback, Twitter, Hacker News, and support forums — simultaneously. No manual scraping. No alerts that tell you nothing.

02

The Signal

AI reads every conversation and identifies frustration patterns, feature requests, switching events, and emerging needs. Cuts through the noise to surface what actually matters.

03

The Opportunity

For each signal, FieldDay shows you: the gap, the audience size, what they'd pay, and which competitors are failing them. You decide what to build. The research is done.

Latest finding

Switching signal r/ProjectManagement · 847 upvotes · 213 replies
"I've been using Notion for 3 years. The database views are powerful but the collaboration is a nightmare. We just moved our 12-person team to Linear and the difference in speed is insane — but Linear doesn't do docs. We're stuck using Notion for docs and Linear for issues. Does anyone have a clean solution?"
High frustration: 8/10
Large audience: 50k+ members
Payment signal: $49+/user/month

Signal: Teams running a two-tool setup (docs + issues) are actively frustrated with the handoff. A unified PM tool with fast docs + Linear-grade issues would win these customers.

"Every crowded market has hidden gaps. Not the obvious ones — the ones that only surface when you've watched a thousand conversations unfold. Most products are built on survey data and gut feel. The ones that win are built on what people actually say when they think no one is listening."

— Why FieldDay exists

What FieldDay watches.

Sources that have real conversations, not polished marketing speak.

R

Reddit

Subreddits across SaaS, indie hacking, productivity, and niche verticals. Real problems, real urgency.

App Store & Play Store

1-3 star reviews where users explain exactly what's broken — and what they'd want instead.

@

Twitter / X

Complaints, comparisons, and requests that spread beyond Reddit. High signal, high urgency.

HN

Hacker News & Product Hunt

Where technical early adopters surface what they need. The canary for what mainstream users will want in 12 months.

The product you build next
will only be obvious in hindsight.
FieldDay makes you see it sooner.