Platform Comparison
See How iLuk Compares with AI Visibility & Content Intelligence Tools.
Semrush, Temso, Crayon, and others audit content.
iLuk tests it with audiences, adapts it to the category, and automates optimization for LLM discoverability.
What Makes iLuk Different?
1. Testing instead of guessing
iLuk doesn't tell you "what might work." It tests your content with audience Selves to see how humans interpret it.
2. Category-aligned clarity
iLuk checks if your PDPs and landing pages meet the clarity expectations of your category.
3. LLM Optimization Automation
iLuk continuously improves visibility by: - identifying clarity gaps - improving structured facts - aligning category signals - adjusting language for AI interpretation
Competitors output reports.
iLuk outputs fixes and improvements.
iLuk vs Semrush vs Temso vs Crayon vs Perplexity Insights vs AnswerThePublic AI
| Feature | iLuk | Semrush | Temso | Crayon | Perplexity | ATP AI |
|---|---|---|---|---|---|---|
| Analyzes AI Visibility | Partial | |||||
| Tests messages with audience representations | (Selves) | |||||
| Checks clarity & category relevance | (limited) | Partial | ||||
| Focus on consumer PDPs & landing pages | ||||||
| Automates optimization for LLMs (AEO) | ||||||
| Detects missing structured facts | Partial | |||||
| Audience-level interpretation | ||||||
| Message clarity scoring | ||||||
| Category-specific expectations | ||||||
| Competitive intelligence | strong | basic | strong | |||
| Automation (WhatsApp sales agent) | (Deal) | |||||
| Continuous optimization | reporting | reporting | competitive | |||
| Built for marketing teams | technical | |||||
| Built for product teams | limited | limited |
How Each Tool Works (High-Level Overview)
Semrush
Strong SEO and competitive research. Not designed for AI Visibility, message testing, or category clarity. Reports what exists — does not optimize content for LLMs.
Temso
Good at AI Visibility reporting. Does not test messages, use audiences, or automate optimization. Temso = visibility only. iLuk = visibility + testing + optimization.
Crayon
Competitive intelligence tool. Tracks competitor changes. No clarity analysis, message testing, or LLM optimization.
Perplexity Business Insights
Great research engine. Does not evaluate PDP clarity, category expectations, or message fit. Does not optimize for AI recommendations.
AnswerThePublic AI
Good for keyword and idea discovery. Not designed for AI Visibility, category clarity, or message testing.
Why iLuk Wins
1. The only tool that tests messages with audiences
Selves = real interpretation, not assumptions.
2. The only platform aligned with product categories
Category expectations fully change the clarity score.
3. Built for the AI era (LLMs)
iLuk improves AI explanations, recommendations, category placement, and conversational accuracy.
4. Full optimization loop
iLuk doesn't stop at audits — it provides fixes and automates deployment.
5. A single source of truth for clarity
Competitors have pieces. iLuk integrates visibility, audiences, testing, and conversion.
