Agent SwarmHow it works
From raw content to audience intelligence in three steps.
Paste your content
Drop in anything — an article, pitch deck copy, ad script, tweet, landing page, or product description. Text, images, or both. Agent Swarm handles multi-modal input.
Configure your audience
Choose from preset demographics — Gen Z, Millennials, suburban parents, tech-savvy professionals — or build fully custom segments with age, income, psychographics, and more.
Get swarm reactions
A swarm of synthetic personas analyzes your content in parallel, returning sentiment, trust, engagement, and boredom scores per persona — plus an aggregated summary.
Built for serious content decisions
Everything you need to understand and optimize how your content lands with any audience.
Census-Grounded Personas
Our synthetic audience isn't generic AI opinions — it's demographically-calibrated personas grounded in real population distributions. Diversity is the product.
Analyze Mode
Understand exactly how your current content lands across different audience segments before it goes live. Catch blind spots before they become PR problems.
Optimize Mode
Set target reaction goals — high engagement, high trust, low boredom — and let the AI iteratively rewrite your content until it hits the mark.
Multi-Modal Input
Analyze text, images, or mixed content together. Works for ad copy, landing pages, social posts, press releases, pitch decks, and more.
Run History & Comparison
Every run is saved. Track how reactions evolve as you iterate. Side-by-side diffs between original and optimized content make it easy to see what changed.
Real-Time Swarm Feed
Watch each AI persona react live — see their sentiment, read their reasoning, and understand the texture of audience opinion as the swarm runs.
Who it's for
Content Creators & Marketers
Know if your headline resonates, your tone lands, or your CTA actually compels action — for every segment of your target audience, before you commit to a campaign.
Product Teams
Test your positioning, feature announcements, and launch messaging against your ICP before you hit publish. Catch messaging gaps that A/B testing catches too late.
PR & Communications
Crisis statements, press releases, executive messaging — simulate how different audience segments will receive your communications and refine before release.
Agencies
Show clients pre-market audience reaction data alongside your creative work. Back your creative choices with synthetic audience evidence, not just gut instinct.
Simple, transparent pricing
Start free. Scale as your needs grow. No surprise charges.
Try Agent Swarm and see what synthetic audience intelligence can do for your content.
For creators and marketers who need deeper audience signal at scale.
For teams who need maximum signal and programmatic access.
Custom deployments, SLAs, and integrations for large organizations.
Built by engineers who've shipped at scale.
We're engineers from Google who've built LLM systems for YouTube — working on trust & safety detection, synthetic data generation, and video intelligence. We know firsthand how hard it is to predict how audiences will react to content. So we built the tool we always wanted.