Research reports

Problem Signal reports analyse repeated problems and product requests found across public online communities. Each report combines quantitative patterns with source evidence — every claim linked to the thread it came from.

Content Marketing Operations Report 2026

597 marketing threads analysed - the content treadmill spins faster while rankings collapse, emails bounce, and nobody knows if DIY beats hiring out.

July 11, 2026 · 597 discussions analysed

IT Support and Ticket Routing Report 2026

We analysed 550 sysadmin, MSP and DevOps discussions. Tickets landing on the wrong desk, vendor support black holes, and the routing fix ops teams ask for.

July 11, 2026 · 550 discussions analysed

PPC Lead Quality Report 2026

700 marketing threads analysed - lead quality is the #2 pain category in our corpus, and the fix marketers beg for sits between the ad platform and the CRM.

July 11, 2026 · 697 discussions analysed

Property Management Problems Report 2026

550 discussions from landlords and property managers analysed - the #4 tool-demand signal in our corpus is a payment clearance gate nobody has built.

July 11, 2026 · 550 discussions analysed

Small Business Admin Burden Report 2026

250 r/smallbusiness threads analysed - manual admin is the corpus's 3rd-biggest pain category, and the most demand-intense tool ask isn't AI at all.

July 11, 2026 · 250 discussions analysed

Startup Idea Validation Report 2026

800 founder threads analysed - idea validation is the #1 pain category in our corpus, and the strongest tool-demand signal watches communities before you build.

July 11, 2026 · 800 discussions analysed

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