The Intelligence Core
Research-driven,
never guessed.
Every piece of content the engine produces starts inside one of eight specialized research systems — each one a dedicated team of AI agents working a sequential pipeline with live data and full source citation.
01 — THE PIPELINE
Each report is a
dedicated AI team.
Agents work in a coordinated sequence — each agent's output feeds the next. Each is trained for one job with custom prompts, tools, and validation logic, using the ReAct pattern: reason, act, observe.
AGENT / 01
Business Analyzer
Analyzes your brand context, products, and audience to identify research opportunities.
AGENT / 02
Search Phrase Generator
Creates 15–30 targeted search phrases for discovering relevant content and trends.
AGENT / 03
Multi-Platform Researcher
Deploys agents to Reddit, X, YouTube, and news sources simultaneously.
AGENT / 04
Cross-Platform Validator
Validates findings across platforms to ensure accuracy and relevance.
AGENT / 05
Trends Analyzer
Quantifies market demand with Google Trends data and search volume analysis.
AGENT / 06
Strategic Synthesizer
Compiles everything into actionable content strategies with specific recommendations.
02 — THE SYSTEMS
Eight research systems,
one foundation.
Each system runs its own dedicated multi-agent team. Together they cover evergreen authority, real-time trends, customer pain, breaking news, and proven viral mechanics.
REPORT / 01
Evergreen Content
20–40 hours of deep research automated into 15–30 page reports with 3–7 complete content packages — frameworks, cited statistics, real case studies, expert quotes, and tool resources.
- — 15–30 page strategic reports
- — 47+ cited sources
- — Complete funnel strategies
REPORT / 02
Trending Content
Velocity-first detection finds emerging trends before they hit mainstream — posts at 500 views growing +500% per hour, caught inside a 0–24 hour window for first-mover advantage.
- — Real-time velocity analysis
- — 30+ replicable hook patterns
- — Lifecycle categorization
REPORT / 03
Pain Points
The voice-of-customer engine discovers what customers complain about in their exact words, scored on emotional intensity — then maps 23 validated pain points to an 11-idea content strategy.
- — 23 validated pain points
- — 4 TOFU / 4 MOFU / 3 BOFU
- — Voice of Customer
REPORT / 04
News Analysis
Breaking news identified and validated inside 24–48 hour windows, delivered as 4–7 daily briefs ready for immediate publication with unique angles and publishing windows.
- — 4–7 validated stories daily
- — Unique angle pre-analysis
- — "Why This Matters" breakdowns
REPORT / 05
Daily Niche Trends
Every morning, a multi-agent workflow scrapes 10+ trending platforms and synthesizes actionable trend intelligence with recommended hashtags, topics, and calendar suggestions.
- — Automated daily generation
- — Industry-specific monitoring
- — Scored hashtag recommendations
REPORT / 06
Daily Hooks Analysis
Specialized analysis of the first 15–30 seconds of high-performing videos in your niche — hook patterns, psychological triggers, and engagement techniques with performance data.
- — Hook type classification
- — Psychological triggers
- — Implementable hook formulas
REPORT / 07
Viral Outliers
The Outlier Score algorithm (views ÷ subscribers) finds 100-subscriber channels with 10,000 views, then reverse-engineers the viral mechanics into platform-specific playbooks.
- — 27-page playbooks
- — 143+ validated examples
- — Platform-specific templates
REPORT / 08
Campaign Research
You bring the vision — a content series, a launch, a strategy campaign. A specialized agent team researches it deeply, analyzes competitors, and writes a multi-month plan.
- — 15–30 page reports
- — Multi-month planning
- — Content series generation
03 — SCHEDULING
Research cadence
by plan.
Your research reports are generated automatically based on the plan you choose with our team. Higher plans get more frequent updates — and priority processing in the queue.
PLAN / 01
Studio Pro & Agency
Fresh research reports every single day, with the highest queue priority — always the latest intelligence.
PLAN / 02
Growth
Comprehensive reports every 2 days — a balance of fresh insight and efficiency.
PLAN / 03
Launch
The same quality research every 2 days — perfect for consistent content planning.
04 — SOURCES
Every claim,
traced to its source.
100% source citation: every claim, statistic, quote, and insight in every report is traceable to a specific URL with original engagement metrics — validated across platforms.
SOURCE / 01
Post title, full URL, subreddit and author, upvotes, comments, ratio, and timestamps.
SOURCE / 02
X (Twitter)
Tweet content and URL, author handle, likes, retweets, replies, and engagement rate.
SOURCE / 03
YouTube
Video title and URL, channel and subscriber count, view count, outlier score, full transcript.
SOURCE / 04
News & web
Article title and URL, outlet and author, publication date, and the fully extracted article.
- Direct URLs included — each source carries its full URL, date, platform, and engagement data.
- Engagement validation — sources are ranked by real metrics, so content is built on proven insights.
- Multi-platform verification — key insights are validated across Reddit, X, YouTube, and Google Trends.
05 — INTO YOUR CONTENT
From report
to publication.
When content is scheduled, the engine automatically pulls the relevant research reports — mapped by content type and funnel level — and layers in daily trend intelligence.
- Breaking news feeds directly into news-focused content generation.
- Emerging trends and viral patterns power trending content creation.
- Foundational research drives timeless, authoritative content.
- Problem-aware content attracts audiences experiencing pain points.
- Solution-aware content guides audiences comparing alternatives.
- Brand-aware content converts audiences ready to buy.
The same research powers your blog
- Generate blog posts directly from any pain point, trend, viral pattern, or evergreen report.
- Blog and social content reinforce the same strategic themes, in the same brand voice.
- One research report powers multiple formats and platforms — publication-ready in about 60 seconds.
Free Setup Call — 15 Minutes
Want this running for your business?
On one free setup call, the AGC team builds your brand profile, your first campaign, and your publishing calendar — then keeps it running month to month.
THE WEEKLY SIGNAL
Stay ahead of the AI shift.
The same research that powers client engines — trend breakdowns, viral patterns, and practical AI marketing tactics. No spam.
FREE SETUP CALL — 15 MINUTES
Want this running for your business?
Everything you just read about — the research engines, the brand voice, the publishing — our team sets it up for you on a free 15-minute call.
No self-serve dashboards to figure out. We set everything up with you.