Multi-provider consensus scoring, agreement measurement, and source weighting are active.
| Provider | Score | Confidence | Assessment |
|---|---|---|---|
| local_evidence_ai | 70 | 88% | acceptable |
| security_review_ai | 74 | 88% | acceptable |
| domain_integrity_ai | 75 | 88% | acceptable |
| search_visibility_ai | 68 | 88% | moderate |
| external_federated_ai | 69 | 88% | moderate |
[]
[
"Security headers are limited or unavailable",
"Search and backlink intelligence awaiting API-key connector",
"Search visibility provider requires external API activation",
"External AI federation slot is ready but not connected in this no-key release"
]