Market intelligence library
SignalCards Report Library
A growing, source-backed library of Reddit market signals. Fresh issues track recent conversations; historical archives rebuild older research windows from larger datasets.
6
Reports
495
Opportunity Cards
183,901
Reddit posts reviewed
Explore by market
Start from the markets closest to you
SignalCards is broad by design, but each report can be browsed through narrower market lenses. Pick the angle closest to your product, agency, or research focus.
SaaS founders
≈124 cardsPricing pressure, churn, billing, and consolidating an over-grown tool stack.
Ecommerce
≈60 cardsShopify operations, refunds and promo leakage, subscriptions, and fulfillment.
Automation / No-code
≈80 cardsGlue work across n8n, Zapier, Make, Airtable, and Notion; brittle workflows.
Ops / RevOps
≈65 cardsRevOps tooling, bookkeeping and finance ops, and data spread across systems.
Customer Success
≈9 cardsAccount health, renewal risk, and churn signals scattered across tools.
Agencies & consultants
≈45 cardsRecurring client problems, reporting overhead, and productized service angles.
Sales
≈46 cardsCRM friction, prospecting data quality, and pipeline tooling complaints.
Marketing
≈74 cardsPaid ads, email and lifecycle, and attribution across a fragmented stack.
IT / Sysadmin
≈93 cardsMSP and sysadmin pain: migrations, licensing shocks, patching, and vendor lock-in.
Market lenses are editorial shortcuts to help you browse the library. Cards can appear in more than one market, so counts overlap and do not sum to the full library total.
Fresh issues
Recent editorial releases built from live monitoring and active research windows. Fresh issues prioritize timeliness and recent market signals.
Fresh issues to date: 2 issues · 148 Opportunity Cards · 9,212 Reddit posts reviewed
Research window · late March to May 2026 · 4,487 Reddit posts reviewed
81
Cards
5
Free
76
Locked
Historical archives
Backfilled monthly research windows rebuilt from larger historical Reddit datasets. Archives review many more posts, but each report is still curated down to the strongest cards — so higher post volume means broader coverage, not a longer report. Why post counts differ →
Research window · April 2026 · 40,710 Reddit posts reviewed
90
Cards
5
Free
85
Locked
Research window · March 2026 · 49,955 Reddit posts reviewed
84
Cards
5
Free
79
Locked
Research window · February 2026 · 42,267 Reddit posts reviewed
90
Cards
5
Free
85
Locked
Research window · January 2026 · 41,757 Reddit posts reviewed
83
Cards
5
Free
78
Locked
Custom Scan
Need a focused read on your market?
The library is broad by design. If you want SignalCards to scan a specific niche, website, competitor set, or market angle, request a Custom Scan.