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AI GTM Engine

A year of research. One day.

~50 custom agents orchestrate 11 answer engines, 8 search and SEO data tools, analytics platforms, and content research sources. The output: JTBD clusters, real-time content plans, and automated production across every channel.

~50
Custom agents
11
Answer engines
8
SEO & search tools
1 day
Per full engagement

The intelligence stack.

Every major answer engine, every serious SEO data source, every analytics platform that matters. All queried simultaneously by purpose-built agents that know what to look for because your GTM Kernel told them.

Answer Engines (11)
ChatGPTPerplexityGeminiClaudeCopilotGoogle AI OverviewBrave SearchGrokYou.comMistralReddit
Search & SEO Data (8)
SerpAPIAhrefsDataForSEOSemrushAlsoAskedKeywords People UseBuzzSumoWincher
Analytics (3)
Google Search ConsoleGA4Google Trends
Content Research (3)
FirecrawlAnswer SocratesAnswer The Public

From kernel to content strategy.

Four phases. Fully autonomous. Your GTM Kernel sets the strategic frame, the engine does the rest.

01
Phase 01

Kernel grounding

Your GTM Kernel sets the strategic frame. ICP, demand states, messaging framework, competitive positioning, and buyer psychology define what the engine looks for and why it matters.

02
Phase 02

Intelligence sweep

~50 custom agents query 11 answer engines, 8 SEO data tools, analytics platforms, and content research sources simultaneously. What would take a team months happens in hours.

03
Phase 03

JTBD cluster identification

Raw intelligence is synthesized into problem spaces and query spaces. The engine maps buyer jobs-to-be-done, identifies demand-state inflection points, and scores competitive opportunity.

04
Phase 04

Strategy and production

JTBD clusters feed real-time content plans, automated content production, citation research, and direct guidance for video, blog, web, newsletter, FAQ, social, and every other channel.

What you get.

Not a data dump. Not a keyword list. Strategic intelligence that feeds every downstream system.

01

JTBD Clusters

Problem spaces and query spaces mapped to your buyers, scored for strategic fit and competitive opportunity.

02

Real-Time Content Plans

Content strategies that shift with the market. No more static editorial calendars that are outdated before they launch.

03

Automated Content Production

Content briefs generated autonomously and fed into production pipelines for answer engine optimization across every format.

04

Citation Research

Competitive citation analysis across all 11 answer engines. Understand where you are cited, where competitors are cited, and where the gaps are.

05

Channel Guidance

Direct guidance for video, image, blog, web pages, newsletters, FAQs, HowTos, Q&A, research reports, and social content.

06

Opportunity Mapping

Brand, marketing, sales, product, and customer success opportunities identified from the research and prioritized by impact.

Stop guessing. Start knowing.

See what the AI GTM Engine finds for your market. One day of research. A year's worth of intelligence.