Profound

Full review

Profound is one of the first analytics platforms built from the ground up for the answer-engine era. Where traditional rank trackers measure your position in Google's blue links, Profound measures how often, in what context, and with what sentiment your brand is mentioned by ChatGPT, Perplexity, Gemini, and Claude. The platform runs thousands of representative buyer-intent prompts against the major LLMs on a recurring schedule, then categorizes the responses by mention, sentiment, share of voice, and competitor benchmarks.

For mid-market and enterprise marketing teams beginning AEO programs, Profound delivers the missing measurement layer. Reports include AI Share of Voice (your brand's mention rate vs. competitors), Citation Mapping (which of your URLs are being pulled into LLM responses), and Prompt Coverage (which buyer-intent prompts you appear in vs. don't). Pricing is enterprise-only, but the depth of the data justifies it for serious AEO programs.

Setup is straightforward. After defining your brand, competitors, and category, the platform auto-generates 200-500 representative prompts. You can edit, prune, or expand the prompt set, then schedule weekly or daily monitoring. Results stream into a dashboard that supports drill-down by LLM provider, by region, and by prompt type.

The biggest limitation is cost — Profound is built for serious enterprise AEO budgets, not solopreneurs. The second is depth on long-tail prompts; the platform is excellent for high-volume buyer queries but less useful for ultra-niche topics. For any team running an AEO program at $25k+/month in adjacent spend, Profound is currently the best-in-class measurement system.

Key features

• AI Share of Voice
• Citation URL Mapping
• Multi-LLM Tracking
• Competitor Benchmarks
• Sentiment Analysis
• Custom Prompt Sets
• Weekly/Daily Monitoring
• Slack & Email Alerts

Pros and cons

Frequently asked questions about Profound