Aleph
Prompt Tracking Reports Built on Real Conversations
See the exact questions buyers ask AI about your category, pulled from 1.9B+ real conversations and scored by intent and coverage. Add the prompts worth tracking in one click, or route them to Agents that turn them into content briefs and page updates.
Proprietary Data
Reports draw on 1.9B+ real user conversations captured across every major answer engine over the last six months.
Four-Stage Methodology
A retrieval, ranking, clustering, and selection pipeline turns raw conversations into canonical prompts.
Coverage Scoring
Every prompt carries a coverage score showing how much of the real conversation in a topic it represents.
Intent Breakdown
Each prompt is classified by informational, commercial, or transactional intent to guide where you act.
How Prompt Research Reports Turn Data Into Agentic Action
Profound turns billions of real AI conversations into a ranked, intent-scored prompt set you can track and act on in a few clicks.
Semantic Retrieval
Profound runs semantic search across six months of real conversations on answer engines like ChatGPT, Gemini, and Claude to find the sub-intents behind a topic.
Report Inputs and Configuration
Build each report from the topics and keywords you choose, and extend it with Topics you already track in Answer Engine Insights.
Engineered Clustering
Purpose-built clustering separates the distinct sub-intents within a topic instead of collapsing them into one broad theme.
Intent Classification
Each prompt is labeled informational, commercial, or transactional so you can prioritize by buying stage instead of volume alone.
Coverage Score Per Prompt
A coverage score on every prompt shows what share of real conversation it represents, making low-coverage topics easy to deprioritize.
One-Click Tracking
Add any prompt a report identifies straight into a Profound tracking configuration with no manual re-entry.
Works With Prompts You Already Track
Reports account for the prompts already in your configurations, so new findings expand your coverage without duplicating it.
Agentic Execution
Route report findings straight to Profound's Agents, turning coverage scores and intent breakdowns into content briefs, page updates, or outreach.
How Teams Turn Real Prompt Data Into AI Visibility
Jordan Digital Marketing
Increased non-branded citation share 34% and earned top positions across cited media
Increased AI brand visibility 7x in Accounts Payable in one month
Grew branded organic traffic 5x by aligning content with real AI prompt data
Frequently Asked Questions
From What Buyers Ask to What Your Agents Publish
Use 1.9B+ real conversations to find the prompts that matter for your brand, then send them straight to Profound's Agents.
Trusted by AEO and Content Teams at Leading Companies