Feature-by-Feature Comparison
Detailed breakdown of crawling capabilities, AI factors, developer access, and pricing.
| Capability | LLMrank | Profound |
|---|---|---|
Core Engine Primary Focus | Technical & content site optimization (on-page + infrastructure) | Enterprise brand sentiment & prompt monitoring |
Core Engine Scoring Methodology | Deterministic 37-factor model (Technical, Content, AI Readiness, CWV) | Aggregated brand mention volume & sentiment index |
Crawling & Tech Deep Automated Crawling | Yes — Rust crawler up to 2,000 pages per job | Prompt-based sampling only (no full-site crawler) |
Crawling & Tech llms.txt & Schema Validation | Automated validation for llms.txt, JSON-LD, & AI bots | Check current product capabilities |
Integrations & API Developer & Agent Access | Full REST API + 27 MCP tools for AI agents | Enterprise dashboard & custom data feeds |
Pricing & Access Pricing Transparency | Self-serve starting at $0; plans published publicly | Annual enterprise contracts (check current pricing) |
Pricing & Accessibility
$0 to $299 / month
Free tier available; Starter $19/mo, Growth $79/mo, Pro $199/mo, Agency $299/mo. Transparent pricing with self-serve signup, no annual sales lock-in, and instant cancellation.
Enterprise-only (custom sales quote; check current pricing)
Verify current rates and contractual terms on Profound's official website as pricing structures and add-on modules may change.
When to Choose Which Platform
When to choose LLMrank
- You need an actionable site audit identifying exact technical blockers, missing schema, and robots.txt failures.
- You want automated multi-page site crawling (up to 2,000 pages) rather than manual prompt samples.
- You are an agency, startup, or growth team that values transparent pricing starting at $19–$79/month.
- You use AI agents (like Claude Desktop or Cursor) and need direct MCP server integration.
When to choose Profound
- •You are a global Fortune 500 enterprise needing multi-region PR sentiment monitoring across thousands of consumer prompts.
- •Your primary requirement is high-level executive sentiment dashboards rather than developer-level technical fixes.
- •You require custom dedicated enterprise account management with annual procurement contracts.
Frequently Asked Questions
How does LLMrank differ from Profound?
Profound primarily tracks brand mentions and sentiment in LLM prompts for large enterprises. LLMrank audits the underlying website—checking 37 factors across robots.txt, llms.txt, schema, content density, and performance—to fix the reasons AI engines ignore your content in the first place.
Is Profound self-serve?
Profound has historically required an enterprise sales conversation and annual commitment. LLMrank provides an instant free scan and transparent self-serve monthly pricing.
See How Your Site Scores Against 37 AI Factors
Run an instant scan of your domain. Identify missing schema, robots.txt blocks, and content depth gaps that prevent AI models from citing your brand.