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Profound

Score: 403.5

Score Breakdown

Inclusion Score+135
Rank Score+146
Peer Validation+125
Source Diversity+2
Self-Promotion Penalty-4.5

Penalty Analysis

Penalty StatusPenalty Applied
Consensus Rank3.25
Best Self-Assigned Rank1
Self-Promotion Gap2.25
Ranked Consensus Mentions16
Ranked Self-Reference Mentions2

Integrity

93% of mentions are from independent or peer sources (25 of 27 total).

Reward Evidence (25)

Data-Mania, LLCblog
20 Best AI Search Visibility Tools Compared for 2026 (Free & Paid)
Rank: Unranked · Score contribution: +10
Profound 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: #2 · Score contribution: +19
Profound is ranked #2 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: #3 · Score contribution: +18
Profound is ranked #3 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: #2 · Score contribution: +19
Profound is ranked #2 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
Profound 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.
Airefsvendor page
12 Best AI Search Visibility Tools in 2026
Rank: #2 · Score contribution: +19
Profound is ranked #2 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: #3 · Score contribution: +18
Profound is ranked #3 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
Best ChatGPT Rank Tracking Tools in 2026: Top 8 Software
Rank: #5 · Score contribution: +16
Profound is ranked #5 in Best ChatGPT Rank Tracking Tools in 2026: Top 8 Software. Relationship classified as peer. KIME published an explicit top 8 table.
Radarkitvendor page
8 Best Nightwatch.io Alternatives For 2026
Rank: Unranked · Score contribution: +10
Profound 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.
Semrushvendor page
The 8 Best AI Visibility Tools to Win in AI Search (2026)
Rank: #4 · Score contribution: +17
Profound is ranked #4 in The 8 Best AI Visibility Tools to Win in AI Search (2026). Relationship classified as peer. Semrush's 'Top AI Visibility Tools' table/order is treated as rank order.
Nightwatchvendor page
Best AI Search Monitoring Tools for Marketers in 2026
Rank: #4 · Score contribution: +17
Profound is ranked #4 in Best AI Search Monitoring Tools for Marketers in 2026. Relationship classified as peer. Nightwatch lists five tools that 'actually deliver' in this order.
SE Visiblevendor page
The Guide to 9 Best AI Mode Tracking Tools in 2026
Rank: #4 · Score contribution: +17
Profound is ranked #4 in The Guide to 9 Best AI Mode Tracking Tools in 2026. Relationship classified as peer. SE Visible quick comparison provides the rank order.
Writesonicvendor page
The 8 Best AI Visibility Tools to Win in 2026
Rank: #3 · Score contribution: +18
Profound is ranked #3 in The 8 Best AI Visibility Tools to Win in 2026. Relationship classified as peer. Writesonic table of contents lists this top 8 order.
KIMEvendor page
13 Best AI Visibility Tools in 2026 (and How to Actually Show Up in AI Search)
Rank: #2 · Score contribution: +19
Profound is ranked #2 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
Profound 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: #2 · Score contribution: +19
Profound is ranked #2 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: #1 · Score contribution: +20
Profound is ranked #1 in Best AI Visibility Tools (2026). Relationship classified as independent. Reddit post explicitly labels Profound as item 1.
Reddit r/DigitalMarketingReddit
I Tested 20+ AI Visibility Tools - Here’s the Honest Reality
Rank: Unranked · Score contribution: +10
Profound 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.
Reddit r/ArtificialInteligenceReddit
What are the top AI visibility tools people are actually using going into 2026?
Rank: Unranked · Score contribution: +10
Profound is mentioned without an explicit numerical rank in What are the top AI visibility tools people are actually using going into 2026?. Relationship classified as independent. Reddit discussion names this tool among options people are using or considering.
LLMClicks.aivendor page
Best AI Visibility Tracker Tools: 11 Platforms Tested 2026
Rank: Unranked · Score contribution: +10
Profound 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
Profound 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.
Frase.ioblog
Top 10 AI Visibility Tools for Enhanced Brand Tracking
Rank: #1 · Score contribution: +20
Profound is ranked #1 in Top 10 AI Visibility Tools for Enhanced Brand Tracking. Relationship classified as independent. Frase top 10 article lists this tool in extracted rank order.
Reddit r/b2bmarketingReddit
Best AI Visibility Tools / Generative Engine Optimization (GEO) in 2026
Rank: #1 · Score contribution: +20
Profound is ranked #1 in Best AI Visibility Tools / Generative Engine Optimization (GEO) in 2026. Relationship classified as independent. Reddit b2bmarketing post gives an explicit ranked list.
Scrunchvendor page
The 7 best answer engine optimization (AEO)/generative engine optimization (GEO) tools for 2026
Rank: Unranked · Score contribution: +10
Profound 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.
Ahrefsvendor page
15 of the Best AI Visibility Tools
Rank: #13 · Score contribution: +10
Profound is ranked #13 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.

Penalty Evidence (2)

Nick LaffertySelf-ranked #1
9 AI Visibility Optimization Platforms Ranked by AEO Score (2026)
Profound is ranked #1 on Nick Lafferty's source. Relationship classified as partner; this is self-reference evidence for the consensus-gap penalty calculation. Nick Lafferty's AEO score table provides explicit rank order.
ProfoundSelf-ranked #1
7 Best AI Visibility Tools for Marketing Agencies [2026 Comparison]
Profound is ranked #1 on Profound's source. Relationship classified as vendor-owned; this is self-reference evidence for the consensus-gap penalty calculation. Profound agency comparison lists this tool in extracted order.

Self-Reference Evidence (2)

Nick Laffertypartner · Rank: #1
9 AI Visibility Optimization Platforms Ranked by AEO Score (2026)
Profound is ranked #1 on Nick Lafferty's source. Relationship classified as partner; this is self-reference evidence for the consensus-gap penalty calculation. Nick Lafferty's AEO score table provides explicit rank order.
Profoundvendor-owned · Rank: #1
7 Best AI Visibility Tools for Marketing Agencies [2026 Comparison]
Profound is ranked #1 on Profound's source. Relationship classified as vendor-owned; this is self-reference evidence for the consensus-gap penalty calculation. Profound agency comparison lists this tool in extracted order.