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SE Ranking
Score: 76.0
Score Breakdown
| Inclusion Score | +35 |
| Rank Score | +16 |
| Peer Validation | +25 |
| Source Diversity | +0 |
| Self-Promotion Penalty | 0 |
Penalty Analysis
| Penalty Status | No Consensus |
| Consensus Rank | 9.00 |
| Best Self-Assigned Rank | 1 |
| Self-Promotion Gap | 8.00 |
| Ranked Consensus Mentions | 2 |
| Ranked Self-Reference Mentions | 1 |
Integrity
71% of mentions are from independent or peer sources (5 of 7 total).
Reward Evidence (7)
Data-Mania, LLCblog
20 Best AI Search Visibility Tools Compared for 2026 (Free & Paid)
Rank: Unranked · Score contribution: +10
SE Ranking 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.
ZipTie.devvendor page
Best AI Search Tracking Software for Agencies in 2026
Rank: #5 · Score contribution: +16
SE Ranking is ranked #5 in Best AI Search Tracking Software for Agencies in 2026. Relationship classified as peer. ZipTie.dev published an explicit ranked agency comparison.
SE Rankingvendor page
Best LLM Tracking Tools to Monitor Your Brand’s AI Search Visibility
Rank: #1 · Score contribution: +15
SE Ranking is ranked #1 on SE Ranking's source. Relationship classified as vendor-owned; this is self-reference evidence for the consensus-gap penalty calculation. SE Ranking's quick comparison and numbered sections are treated as rank order.
Ekamoirablog
Best AI Brand Visibility Tools 2026: 27+ Platforms Compared by Capability Tier
Rank: Unranked · Score contribution: +10
SE Ranking is mentioned without an explicit numerical rank in Best AI Brand Visibility Tools 2026: 27+ Platforms Compared by Capability Tier. Relationship classified as independent. Ekamoira's tier table includes this tool but is not used as a numerical rank.
SE Rankingvendor page
13 best AI SEO tools for 2026 ranked and reviewed
Rank: Unranked · Score contribution: +5
SE Ranking is mentioned without an explicit numerical rank in 13 best AI SEO tools for 2026 ranked and reviewed. Relationship classified as vendor-owned. SE Ranking's quick choice section names this tool/category; full rank extraction was not confirmed.
Radarkitvendor page
8 Best Nightwatch.io Alternatives For 2026
Rank: Unranked · Score contribution: +10
SE Ranking is mentioned without an explicit numerical rank in 8 Best Nightwatch.io Alternatives For 2026. Relationship classified as peer. Radarkit comparison table lists this tool as a Nightwatch alternative; no explicit rank stored.
KIMEvendor page
13 Best AI Visibility Tools in 2026 (and How to Actually Show Up in AI Search)
Rank: #13 · Score contribution: +10
SE Ranking is ranked #13 in 13 Best AI Visibility Tools in 2026 (and How to Actually Show Up in AI Search). Relationship classified as peer. KIME's explicit top 13 table provides this rank.
Self-Reference Evidence (2)
SE Rankingvendor-owned · Rank: #1
Best LLM Tracking Tools to Monitor Your Brand’s AI Search Visibility
SE Ranking is ranked #1 on SE Ranking's source. Relationship classified as vendor-owned; this is self-reference evidence for the consensus-gap penalty calculation. SE Ranking's quick comparison and numbered sections are treated as rank order.
SE Rankingvendor-owned · Rank: Unranked
13 best AI SEO tools for 2026 ranked and reviewed
SE Ranking is mentioned without an explicit numerical rank in 13 best AI SEO tools for 2026 ranked and reviewed. Relationship classified as vendor-owned. SE Ranking's quick choice section names this tool/category; full rank extraction was not confirmed.