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Semrush AI Visibility
Score: 204.9
Score Breakdown
| Inclusion Score | +80 |
| Rank Score | +55 |
| Peer Validation | +75 |
| Source Diversity | +2 |
| Self-Promotion Penalty | -7.1 |
Penalty Analysis
| Penalty Status | Penalty Applied |
| Consensus Rank | 4.57 |
| Best Self-Assigned Rank | 1 |
| Self-Promotion Gap | 3.57 |
| Ranked Consensus Mentions | 7 |
| Ranked Self-Reference Mentions | 1 |
Integrity
94% of mentions are from independent or peer sources (15 of 16 total).
Reward Evidence (15)
Data-Mania, LLCblog
20 Best AI Search Visibility Tools Compared for 2026 (Free & Paid)
Rank: Unranked · Score contribution: +10
Semrush AI Visibility 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.
Vizupvendor page
15 Best AI Visibility Tools Compared for 2026
Rank: #4 · Score contribution: +17
Semrush AI Visibility is ranked #4 in 15 Best AI Visibility Tools Compared for 2026. Relationship classified as peer. Vizup's table/list order is treated as the source rank.
ZipTie.devvendor page
Best AI Search Tracking Software for Agencies in 2026
Rank: #4 · Score contribution: +17
Semrush AI Visibility is ranked #4 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: #5 · Score contribution: +16
Semrush AI Visibility is ranked #5 in Best LLM Tracking Tools to Monitor Your Brand’s AI Search Visibility. Relationship classified as peer. 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
Semrush AI Visibility 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.
Amplitudevendor page
The 12 Best AI Visibility Monitoring Tools in 2026
Rank: #6 · Score contribution: +15
Semrush AI Visibility is ranked #6 in The 12 Best AI Visibility Monitoring Tools in 2026. Relationship classified as peer. Amplitude's table of contents order is treated as rank order for its 12 best list.
KIMEvendor page
13 Best AI Visibility Tools in 2026 (and How to Actually Show Up in AI Search)
Rank: #9 · Score contribution: +12
Semrush AI Visibility is ranked #9 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.
Overthink Groupblog
The 7 best AI visibility tools for SEO in 2026, ranked (with receipts)
Rank: Unranked · Score contribution: +10
Semrush AI Visibility is mentioned without an explicit numerical rank in The 7 best AI visibility tools for SEO in 2026, ranked (with receipts). Relationship classified as independent. Overthink Group's first-hand review names this tool among evaluated AI visibility platforms; extracted rank order was not complete.
Traffic Think Tankblog
5 Best Generative Engine Optimization Tools in 2026
Rank: #1 · Score contribution: +20
Semrush AI Visibility is ranked #1 in 5 Best Generative Engine Optimization Tools in 2026. Relationship classified as independent. Traffic Think Tank page lists this tool in the ranked GEO tools sequence.
Reddit r/DigitalMarketingReddit
Best AI Visibility Tools (2026)
Rank: Unranked · Score contribution: +10
Semrush AI Visibility is mentioned without an explicit numerical rank in Best AI Visibility Tools (2026). Relationship classified as independent. Reddit post mentions this tool or tool group without a reliable numeric rank.
Reddit r/DigitalMarketingReddit
I Tested 20+ AI Visibility Tools - Here’s the Honest Reality
Rank: Unranked · Score contribution: +10
Semrush AI Visibility is mentioned without an explicit numerical rank in I Tested 20+ AI Visibility Tools - Here’s the Honest Reality. Relationship classified as independent. Reddit post names this tool in a tested group, but not as a ranked list.
LLMClicks.aivendor page
Best AI Visibility Tracker Tools: 11 Platforms Tested 2026
Rank: Unranked · Score contribution: +10
Semrush AI Visibility is mentioned without an explicit numerical rank in Best AI Visibility Tracker Tools: 11 Platforms Tested 2026. Relationship classified as peer. LLMClicks comparison mentions this competitor; extracted rank was not confirmed.
Graph Digitalblog
Best AI visibility tools 2026: first-hand testing, independent review
Rank: Unranked · Score contribution: +10
Semrush AI Visibility is mentioned without an explicit numerical rank in Best AI visibility tools 2026: first-hand testing, independent review. Relationship classified as independent. Graph Digital reports first-hand testing of this tool; no numeric rank extracted.
Scrunchvendor page
The 7 best answer engine optimization (AEO)/generative engine optimization (GEO) tools for 2026
Rank: Unranked · Score contribution: +10
Semrush AI Visibility Toolkit is included in Scrunch's quick-answer list of seven AEO/GEO tools. The source says vendors after Scrunch are listed alphabetically, so this is recorded as an unranked peer mention rather than a numerical rank.
AthenaHQvendor page
The 10 Best Generative Engine Optimization Tools to Dominate AI Search in 2026
Rank: #3 · Score contribution: +18
Semrush GEO Suite is ranked #3 in AthenaHQ's top-10 GEO tools list. Relationship classified as peer because the source is published by an AI visibility vendor.
Penalty Evidence (1)
SemrushSelf-ranked #1
The 8 Best AI Visibility Tools to Win in AI Search (2026)
Semrush AI Visibility is ranked #1 on Semrush's source. Relationship classified as vendor-owned; this is self-reference evidence for the consensus-gap penalty calculation. Semrush's 'Top AI Visibility Tools' table/order is treated as rank order.
Self-Reference Evidence (1)
Semrushvendor-owned · Rank: #1
The 8 Best AI Visibility Tools to Win in AI Search (2026)
Semrush AI Visibility is ranked #1 on Semrush's source. Relationship classified as vendor-owned; this is self-reference evidence for the consensus-gap penalty calculation. Semrush's 'Top AI Visibility Tools' table/order is treated as rank order.