Data Platforms
Signal types detected in the last 30 days for this category.
This page groups the go-to-market signals Spydomo detected for companies in the Data Platforms category over the last 30 days. A “signal” is a recognizable pattern in public content that suggests something meaningful changed — what the company shipped, how they position, how they price, or what customers struggle with.
- Why this exists: to quickly spot what’s changing in this market and what’s working.
- How to use it: pick a signal type to see the recurring themes behind it, then open a theme to read real examples and stored reasons.
- What the numbers mean: counts and deltas reflect activity in the last 30 days (not total history).
Each signal type and theme has its own URL, so this library is easy to crawl and reference.
- Feature Gap17 signals | ▲ 100% — User requests missing functionality, compares to competitor features, or notes inadequate capabilities.
- Pain Signal15 signals | ▲ 100% — User expresses frustration, limitation, bug, slow performance, or negative experience with the product.
- Conversion Angle11 signals | ▲ 100% — User explains why they chose/adopted this product (ease of use, pricing, trial value, etc.).
- Feature Launch10 signals | ▲ 67% — Company announces new product features, capabilities, integrations, or version releases.
- Strategic Move6 signals | ▲ 500% — Company announces funding, acquisitions, leadership changes, market entry/exit, or major pivots.
- Positioning Play3 signals | — 0% — Company reinforces or evolves its brand story, narrative, or market positioning.
- Retention Signal3 signals | ▲ 100% — User mentions continued use, churn risk, switching, lock-in, or long-term stickiness.
- ROI Value Proof2 signals | ▲ 100% — User or company shares concrete metrics (revenue, time saved, ROI, CAC payback, cost reduction).
- Discovery Signal2 signals | ▲ 100% — User describes how they first found, heard about, or discovered the product (ad, referral, etc.).
- Competitive Mention1 signals | ▲ 100% — Content explicitly names or compares to another specific competitor product/company.