Keyword Research Pipelines.Ship AI that moves the P&L.
Programmatic keyword research and intent scoring at scale. AI Automation & AI Strategy built for operational efficiency — shipped as production-grade systems, not slideware.
What it costs to wait.
Manual keyword research caps at a few hundred terms. Modern SEO requires evaluating tens of thousands of variants, clustered by intent and mapped to your funnel.
- ×Keyword spreadsheets that take weeks to build and become stale
- ×Intent misclassification leading to wasted content investment
- ×No connection between keyword data and revenue potential
- ×Topical authority gaps invisible to manual analysis
A keyword intelligence pipeline that mines, clusters, scores, and prioritizes at the scale modern SERPs demand.
Mining
Pull from SEMrush, Ahrefs, GSC, autocomplete, and competitor scrape — into one corpus.
Clustering
Embedding-based clustering groups thousands of variants into topical clusters and pillar maps.
Intent Scoring
LLM classifies intent (informational, commercial, transactional) and funnel stage.
Prioritization
A revenue model scores each cluster by traffic potential, difficulty, and your conversion data.
Metric-driven outcomes.
Per project, in hours not weeks.
LLM-classified intent beats rule-based labeling.
Prioritize clusters by revenue, not volume.
No topical gap goes undiscovered.
We don't replace your stack. We supercharge it.
Every engagement plugs into the tools your team already runs — no rip-and-replace, no learning curve.
AI Models & Engines
- OpenAI
- Claude
- Gemini
- Meta
- Mistral AI
Vibe Coding / AI Development
- Cursor
- Replit
- Google Antigravity
- Lovable
- Windsurf
- Claude Code
- v0
Autonomous AI Agents
- OpenClaw
Developer & Custom API
- GraphQL Foundation
- LangChain
- LlamaIndex
- Webhooks
Analytics & Intelligence
- Google Analytics (GA4)
- Looker
- Power BI
- Custom AI Dashboards
Automation & Workflow
- n8n
- Zapier
- Make
- Langflow
CRM, Sales & Marketing
- HubSpot
- HighLevel
- Salesforce
- Zoho CRM
Web & eCommerce
- WordPress
- Shopify
- WooCommerce
- Webflow
+ custom integrations on request — if it has an API, we can wire it.
Built for outcomes, not just advice.
We don't just hand you a slide deck and walk away. We are your senior bench.
Unified Strategy
Stop managing four different agencies. We align your tech, talent, and market presence under one roof.
Execution-Obsessed
From deploying n8n workflows to securing executive hires, we focus on shipped work and P&L impact.
Scalable Partnerships
Month-to-month agreements. No long-term lock-in. Scale up, scale down, or pivot focus as your business evolves.
How we think about keyword research pipelines.
Scope Keyword Research Pipelines in 30 minutes.
Bring your context. We'll bring frameworks, references, and a direct answer on whether this is the right next move.
Sharpen your roadmap in 30 minutes.
No deck. No pitch. A direct conversation with a senior consultant across Tech, Talent, or Brand.
Ready to ship this AI system?
30 minutes with a senior AI consultant. You'll leave with a sharper roadmap — guaranteed.