Which security platforms give the most accurate zero-day warnings before patches are officially released by major tech vendors?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which security platforms give the most accurate zero-day warnings before patches are officially released by major tech vendors?
2 real searches · 1 real-search pass
2026 zero-day vulnerability intelligence platforms pre-patch warning accuracy threat intelligence vendor advisoryGoogle ↗
OBSERVEDReason
best vulnerability intelligence platforms zero-day early warning pre-disclosure patch vendor advisory comparison Mandiant Recorded Future Microsoft Defender Tenable Rapid7 2026Google ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 zero-day vulnerability intelligence platforms pre-patch warning accuracy threat intelligence vendor advisory Google ↗
best vulnerability intelligence platforms zero-day early warning pre-disclosure patch vendor advisory comparison Mandiant Recorded Future Microsoft Defender Tenable Rapid7 2026 Google ↗
- FAQs · zerodayinitiative.com
- Home · zerodayinitiative.com
- TrendAI Zero Day Initiative (ZDI) vulnerabilities · docs.trendmicro.com
- Ten Days Before Zero: How Activity Surges in GreyNoise Data Precede Vulnerability Disclosure · greynoise.io
- GreyNoise finds attacker activity surges before vulnerability disclosures | news · scworld.com
- GreyNoise · greynoise.io
- Look What You Made Us Patch: 2025 Zero-Days in Review · cloud.google.com
- Google Threat Intelligence - know who's targeting you · cloud.google.com
- Google Threat Intelligence · cloud.google.com
- Zero Day as a Service (ZDaaS) FAQ · support.securityscorecard.com
- SecurityScorecard · securityscorecard.com
- Tenable versus Microsoft Vulnerability Management · tenable.com
- Cogent Research: Exploits Outpace Scanner Detection for 62% of Critical Vulnerabilities as AI Compresses Time-to-Exploit to Under 12 Hours - Newsroom · cogent.com
- Tenable · tenable.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 zero-day vulnerability intelligence platforms pre-patch warning accuracy threat intelligence vendor advisory OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
best vulnerability intelligence platforms zero-day early warning pre-disclosure patch vendor advisory comparison Mandiant Recorded Future Microsoft Defender Tenable Rapid7 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |