// 406 comments analyzed — remote work isolation · // buying intent detected: freelancer billing tools · // 340 comments — bookkeeping pain, r/freelance + HN · // opportunity flagged: Etsy digital downloads · // 12 field intelligence reports live · // new signal: solopreneur burnout roadmap ·
// 406 comments analyzed — remote work isolation · // buying intent detected: freelancer billing tools · // 340 comments — bookkeeping pain, r/freelance + HN · // opportunity flagged: Etsy digital downloads · // 12 field intelligence reports live · // new signal: solopreneur burnout roadmap ·
// FIELD INTELLIGENCE PUBLISHING
Real signal. Real opportunities.
The Signal Machine turns thousands of real community conversations — Reddit, Hacker News, forums — into Field Intelligence reports: the pain points, unmet needs, and buying-intent signals of a niche, extracted, scored, and made actionable. Not scraped noise. Signal.
Market research from the source: real people, in their own words
Surveys tell you what people say when asked. Communities tell you what people complain about, wish existed, and would pay for — unprompted. Each report analyzes hundreds of real conversations in one niche and distills them into an eight-section intelligence brief you can build a product, offer, or content strategy on. This page exists because a storefront listing can't show you how the machine actually works. Here's the process, end to end.
STAGE 01 — LISTEN
The Idea Engine scrapes
Our in-house data platform pulls hundreds of real comments per niche from Reddit, Hacker News, and forums.
STAGE 02 — FILTER
Human editing cuts the noise
Every dataset is filtered and curated by hand. Off-topic drift, spam, and weak signal get cut. Only clean signal survives.
STAGE 03 — STRUCTURE
The 8-section brief
Findings are scored and organized into the Field Intelligence format — urgency scores, gap labels, demand and ease ratings.
STAGE 04 — SHIP
Report + everything around it
Polished PDF and print versions, plus the content and validation angles that tell you what to do next.
§1Top Pain Points — with urgency scores /10
§2Unmet Needs — with market-gap labels
§3Repeated Phrases — the market's own language
§4Buying Intent Signals — who's ready to pay
§5Top Opportunities — demand + ease scores
§6Best Content Angles — ready to publish
§7What to Validate Next — your test plan
§8Sources — where every signal came from
// PRODUCED IN PART BY THE IDEA ENGINE
Every report is a Shared Cognition product: the Idea Engine handles the raw data at scale, AI assists production — and a human makes every editorial call. Niche selection, signal filtering, quality control, and final judgment are done by a person who reads the actual conversations. That's why the signal is real.
// THE CATALOG — 12 REPORTS LIVE
Field Intelligence reports
White-format Intelligence Reports for business niches; dark-format Roadmap Reports for the heavier territory. Each built from hundreds of analyzed conversations.
★ FLAGSHIP
The Seller-to-Seller Economy
Cross-niche analysis — the people selling to sellers
Every issue: the surprise finding, the #1 pain point in a niche, the opportunity, and one thing to validate this week. Built from the same intelligence pipeline as the paid reports.
// CUSTOM RESEARCH
Point the machine at your niche
Need Field Intelligence on a market that isn't in the catalog? Tell us the niche and what decision the research should support. We'll scope it and come back with a timeline and price.