Monitor AI tools for signs of shutdown, acquisition, or abandonment. Protect your workflow investments.
0
Tools monitored
0
Critical
0
At risk
0
Watch
0
Healthy
Healthy (80-100)
Active development, strong funding
Watch (60-79)
Slower updates, minor concerns
At Risk (30-59)
Acquisition rumors, feature cuts
Critical (0-29)
Shutdown signals, founder exits
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Track the tools you depend on and get alerts when they show risk signals.
Risk-score disclaimer: these health scores are heuristic estimates generated from observable signals — funding stage, release cadence, GitHub activity, founder departures, press mentions, user-sentiment scrapes — not insider knowledge of any vendor's roadmap, balance sheet, or M&A pipeline. A "Critical" score means we detected warning signals worth investigating, not that the tool is definitely shutting down. Conversely, a "Healthy" score is no guarantee a vendor won't pivot or get acquired tomorrow. Use this as one input alongside your own due diligence — vendor contracts, data-portability provisions, and contingency plans matter more than any score. The Skill Shift is not affiliated with the vendors tracked and earns no commission on watch decisions.
The Insights tools work better together — use them in sequence as you research, decide, and protect a tool choice.
Weekly Digest
Weekly digest flags acquisitions, layoffs, and pivot announcements
State of AI Report
Read which categories are consolidating and which are still expanding
Pricing Statistics
Citable AI pricing data, updated daily
Stack Calculator
Recalculate your stack assuming the riskiest tools shut down
Pricing Tracker
A vendor dropping price aggressively may be in trouble — verify by tracking history
Alternatives Database
Replace at-risk tools with healthier alternatives ranked by migration speed
Tool Alerts
Set status-change alerts so you hear about a shutdown the day it's announced