// sample report

what builders are chasing.

A curated snapshot from our 2026-04 scan — 7,008 pain signals from 12+ sources, clustered and scored.

// top clusters by signal volume

dev tools

CI/CD / Infrastructure / Deployment

#1
1,523 signals urg 5.3 1514 opps
infrastructurewithoutwhenlack
dev tools

AI / LLM / Agent Tools

#2
1,461 signals urg 5.0 1455 opps
codetoolsdeveloperswhen
saas ops

General Automation / Workflow

#3
1,102 signals urg 5.0 1088 opps
manualtimeautomationconsuming
marketing

Content / Marketing / SEO

#4
576 signals urg 4.9 565 opps
contentsocialmediatime
saas ops

Team Collaboration / Project Management

#5
513 signals urg 4.9 504 opps
multipletoolscontextacross
dev tools

Authentication / Identity / Access

#6
455 signals urg 5.6 454 opps
authenticationoauthwhendevelopers
dev tools

Database / Migration / Data Engineering

#7
412 signals urg 5.5 410 opps
databasemigrationdatadevelopers
ecommerce

E-commerce / Marketplace

#8
384 signals urg 5.9 381 opps
productbusinessamazoncommerce
dev tools

Mobile App Development

#9
294 signals urg 5.3 287 opps
developersflutternativemobile
saas ops

Form / Document / PDF Automation

#10
288 signals urg 5.0 284 opps
pdfsmanualtimedata

// what changed this month

58

new

0

accelerating

0

cooling

0

surviving

★ CI/CD / Infrastructure / Deployment (new)

★ AI / LLM / Agent Tools (new)

★ General Automation / Workflow (new)

★ Content / Marketing / SEO (new)

★ Team Collaboration / Project Management (new)

This is a sample. The full report includes 3D cluster visualization, per-opportunity drill-in, fit scoring, and monthly delivery.

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