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Scrunch AI
Score: 142.0
Score Breakdown
| Inclusion Score | +55 |
| Rank Score | +47 |
| Peer Validation | +50 |
| Source Diversity | +2 |
| Self-Promotion Penalty | -12.0 |
Penalty Analysis
| Penalty Status | Penalty Applied |
| Consensus Rank | 7.00 |
| Best Self-Assigned Rank | 1 |
| Self-Promotion Gap | 6.00 |
| Ranked Consensus Mentions | 8 |
| Ranked Self-Reference Mentions | 1 |
Integrity
91% of mentions are from independent or peer sources (10 of 11 total).
Reward Evidence (10)
Data-Mania, LLCblog
20 Best AI Search Visibility Tools Compared for 2026 (Free & Paid)
Rank: Unranked · Score contribution: +10
Scrunch AI 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: #10 · Score contribution: +11
Scrunch AI is ranked #10 in 15 Best AI Visibility Tools Compared for 2026. Relationship classified as peer. Vizup's table/list order is treated as the source rank.
Airefsvendor page
12 Best AI Search Visibility Tools in 2026
Rank: #12 · Score contribution: +10
Scrunch AI is ranked #12 in 12 Best AI Search Visibility Tools in 2026. Relationship classified as peer. Airefs published a top 12 ranking.
Amplitudevendor page
The 12 Best AI Visibility Monitoring Tools in 2026
Rank: #4 · Score contribution: +17
Scrunch AI is ranked #4 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.
Radarkitvendor page
8 Best Nightwatch.io Alternatives For 2026
Rank: Unranked · Score contribution: +10
Scrunch AI 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.
Writesonicvendor page
The 8 Best AI Visibility Tools to Win in 2026
Rank: #2 · Score contribution: +19
Scrunch AI is ranked #2 in The 8 Best AI Visibility Tools to Win in 2026. Relationship classified as peer. Writesonic table of contents lists this top 8 order.
Reddit r/b2bmarketingReddit
Best AI Visibility Tools / Generative Engine Optimization (GEO) in 2026
Rank: #2 · Score contribution: +19
Scrunch AI is ranked #2 in Best AI Visibility Tools / Generative Engine Optimization (GEO) in 2026. Relationship classified as independent. Reddit b2bmarketing post gives an explicit ranked list.
Profoundvendor page
7 Best AI Visibility Tools for Marketing Agencies [2026 Comparison]
Rank: #7 · Score contribution: +14
Scrunch AI is ranked #7 in 7 Best AI Visibility Tools for Marketing Agencies [2026 Comparison]. Relationship classified as peer. Profound agency comparison lists this tool in extracted order.
Ahrefsvendor page
15 of the Best AI Visibility Tools
Rank: #15 · Score contribution: +10
Scrunch AI is ranked #15 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.
AthenaHQvendor page
The 10 Best Generative Engine Optimization Tools to Dominate AI Search in 2026
Rank: #4 · Score contribution: +17
Scrunch AI is ranked #4 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)
ScrunchSelf-ranked #1
The 7 best answer engine optimization (AEO)/generative engine optimization (GEO) tools for 2026
Scrunch is named first in Scrunch's own AEO/GEO tools guide. The page states that vendors after Scrunch are listed alphabetically, so Scrunch is treated as a Rank #1 self-selection and is used as self-reference evidence in the consensus-gap penalty calculation.
Self-Reference Evidence (1)
Scrunchvendor-owned · Rank: #1
The 7 best answer engine optimization (AEO)/generative engine optimization (GEO) tools for 2026
Scrunch is named first in Scrunch's own AEO/GEO tools guide. The page states that vendors after Scrunch are listed alphabetically, so Scrunch is treated as a Rank #1 self-selection and is used as self-reference evidence in the consensus-gap penalty calculation.