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Monitor how AI discovers, discusses, and decides

Three layers of AI visibility intelligence. Layer 1 monitors what AI says about you. Layer 2 tracks what AI agents choose for your customers. Layer 3 turns it all into numbers you can act on.

Layer 1

AI Monitoring

Track how AI platforms mention, cite, and recommend your brand. This is the foundation of AI visibility, and where most tools stop.

Multi-Platform

Multi-Platform LLM Monitoring

Track your brand visibility across every major AI platform, not just ChatGPT. We monitor OpenAI, Anthropic's Claude, Google's Gemini, Perplexity, and autonomous coding agents.

  • ChatGPT, GPT-5, and all OpenAI models
  • Claude (Anthropic) including Opus and Sonnet
  • Gemini, Perplexity, Google AI Overviews, and AI Mode
Monitoring

Prompt Tracking

Define the queries that matter to your business and monitor AI responses over time. Track 10 to 400 prompts depending on your plan, including both question-style and task-style queries.

  • Monitor specific queries relevant to your brand
  • Track response changes over time
  • Get alerts when AI responses change
Sources

Citation Intelligence

See exactly which sources AI cites when mentioning your brand. Understand what's driving your visibility and identify gaps in your content strategy.

  • Track which websites AI cites about you
  • Compare citation sources vs competitors
  • Identify citation opportunities
Competitive Intel

Organic Brand Detection

Automatically discover every brand AI mentions alongside yours. Find competitors you didn't know existed and track share of voice across your category.

  • Auto-extract competitor mentions
  • Track share of voice vs discovered brands
  • Identify emerging competitive threats
Layer 2
Only Prompt Eden

Agent Decision Intelligence

AI agents are choosing products without asking humans. Research shows Stripe captures 91% of agent payment selections. Vercel gets 100% of JS deployment picks. Products that agents don't choose are invisible. No other tool monitors these decisions.

91%
Stripe's agent pick rate for payments
79% → 0%
Prisma's agent share across model versions
12/20
Categories where DIY beats all vendors
73%
Run-to-run agent consistency (it's a pattern)
Agent Intelligence

Agent Decision Monitoring

Track how AI coding agents, business assistants, and autonomous tools select products in your category. See whether agents pick you, a competitor, or build custom. Research across 2,430 prompts shows these selections create near-monopoly dynamics, and most brands have no visibility into them.

  • Task-oriented prompt monitoring, not just Q&A
  • Agent provider profiles (Claude Code, Codex, Copilot)
  • Agent Selection Rate metric per category
  • Model version comparison across training updates
  • Build-vs-buy tracking (know when agents choose DIY)
Agent Selection

Agent Decision Monitoring Insights

Understand how coding-agent responses evolve across providers and prompts. This view focuses on monitoring what agents recommend, how often they recommend it, and how those patterns shift over time.

  • Track primary recommendations, alternatives, and general mentions
  • Compare selection patterns by provider profile and prompt type
  • Review rationale and citation context in each recorded response
Layer 3

Analytics and Intelligence

Turn monitoring data into actionable scores, trends, and reports. One number that tells you where you stand, and how it's changing.

Core Metric

Visibility Score (0-100)

Your visibility score combines presence, prominence, ranking, and recommendation signals into one actionable metric. Know exactly where you stand and track improvements over time.

Presence
Does AI mention you?
Prominence
How featured are you?
Ranking
Where do you appear?
Selection
Do agents choose you?
Analytics

Trend Analysis

See how your AI visibility changes over time. Catch model-version shifts before they compound. One model update moved Prisma from dominant to invisible. Trend analysis tells you when the same thing is happening to you.

  • Historical visibility and agent selection tracking
  • Competitive trend comparisons
  • Credit threshold alerts for low balance and depletion
Developer

Internal API Access

Prompt Eden includes session-authenticated app routes for in-product data access and exports. These routes are intended for signed-in workspace workflows, not a public, documented developer API.

  • Session-authenticated JSON routes inside the app
  • CSV export routes for responses and citation data
  • No public API docs or outbound webhooks yet
// List project responses (signed-in session required)
GET /api/teams/:teamSlug/projects/:projectSlug/responses
{
"responses": [...],
"pagination": { ... },
"range": { ... }
}

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See how AI discovers, discusses, and decides on your brand.

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