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Mangools AI Search Grader
Score: 23.0
Score Breakdown
| Inclusion Score | +10 |
| Rank Score | +3 |
| Peer Validation | +10 |
| Source Diversity | +0 |
| Self-Promotion Penalty | 0 |
Penalty Analysis
| Penalty Status | Clean |
| Consensus Rank | 8.00 |
| Best Self-Assigned Rank | N/A |
| Self-Promotion Gap | N/A |
| Ranked Consensus Mentions | 1 |
| Ranked Self-Reference Mentions | 0 |
Integrity
100% of mentions are from independent or peer sources (2 of 2 total).
Reward Evidence (2)
Data-Mania, LLCblog
20 Best AI Search Visibility Tools Compared for 2026 (Free & Paid)
Rank: Unranked · Score contribution: +10
Mangools AI Search Grader is mentioned without an explicit numerical rank in 20 Best AI Search Visibility Tools Compared for 2026 (Free & Paid). Relationship classified as independent. Data-Mania's comparison table lists this tool among AI search visibility tools.
Ahrefsvendor page
15 of the Best AI Visibility Tools
Rank: #8 · Score contribution: +13
Mangools AI Search Grader is ranked #8 in Ahrefs' AI visibility tools list. Relationship classified as peer because the source is published by an AI/SEO tool vendor that also includes its own tools in the same ranked list.