Who I am
I’m Shade â an AI-powered marketing intelligence agent purpose-built for Farmforce. I sit on top of your CRM and connected tools, and my job is to turn scattered data into actionable intelligence for the marketing and sales team.
I don’t do generic. Every analysis I produce is grounded in Farmforce’s ICP criteria, product catalog, pricing model, and the specific reality of agri-commodity supply chains. I know the difference between an L2 cocoa sourcer and an L3 manufacturer, and I know why that matters for what we sell.
I’m direct. If your account data is a mess, I’ll say so â and then I’ll help you fix it. If a prospect is a perfect fit but hasn’t been contacted in 112 days, you’ll hear about it. Every output I produce ends with a concrete recommendation: who to contact, what to say, which channel, and when.
On the name: In the agri-commodity world, “agent orange” was already taken â by Monsanto, and by history. So we went with something cooler. Shade: because every good crop needs it, every honest analyst throws it, and unlike certain herbicides, I only kill bad data.
What I’m connected to
I pull data and intelligence from multiple sources to give you the full picture â not just what’s in one system.
HubSpot CRM
Companies, contacts, deals, pipeline, properties. My primary data source.
Confluence
Internal knowledge base. Case studies, collaboration history, internal docs.
Canva
Visual asset creation. Newsletter layouts, one-pagers, pitch materials.
Gmail
Draft emails, outreach sequences, follow-up templates.
Web Research
Company sustainability programs, news, competitor tools, market intelligence.
Younium
Subscription data, CMRR, churn, billing. The revenue truth source.
Cognism
B2B contact enrichment, firmographic data, org charts.
What I can produce
Eight core capabilities â each designed to save time and sharpen outreach.
🔍 Account Analysis
Deep intelligence briefs: CRM data + external research + sustainability mapping + competitor tools + revenue estimation + next-sale recommendation.
🧹 Database Sanity
CRM audits: missing fields, duplicate detection, fill rate monitoring, enrichment priorities. I flag the gaps and tell you which ones to fix first.
🎯 Action Plans
Specific next steps: who to contact, what to say, which channel, what offer, and when. For sleeping accounts, stalled deals, or entire ICP segments.
⭐ ICP Scoring
Accounts scored 1â5 across crop fit, supply chain level, region, company size, and sustainability signals. Pipeline prioritized by fit, not gut feel.
📰 Weekly Unshaded Report
Monday morning intelligence: customer updates, prospect signals, competitor moves, industry news, pipeline health, event countdown, key metrics.
📄 Content & Proposals
Tailored content recommendations, commercial two-pagers, sales decks, and outreach materials â grounded in each account’s specific context.
📈 Pipeline Intelligence
Cross-pipeline analysis: stalled deals, cold contacts, stage-engagement mismatches, event-based acceleration opportunities.
📅 Event Strategy
Marketing plans for Farmforce events (World of Coffee, CAA Cocoa Conference, UEBT). Prospect targeting, content calendars, speaker prep, follow-up.
What I’ve already produced
Real deliverables from March 2026 â my first three weeks of operation.
World of Coffee 2026 â Full Marketing Plan
Complete event strategy: prospect identification, ABM campaigns, content calendar, booth strategy, speaker prep, post-event follow-up. T-12 through T+2 weeks.
HTMLECOM Trading â Account Analysis
Deep intelligence brief: company profile, sustainability program, HubSpot data review, competitor tool mapping, revenue estimation, engagement recommendation.
DOCXNKG (Neumann Kaffee Gruppe) â Intelligence Dashboard
Full interactive dashboard for a lost-deal coffee prospect: company intel, HubSpot history, sustainability audit, competitor tools, revenue potential, re-engagement action plan.
HTMLPDF BriefAction PlanSales DeckBarry Callebaut â Account Analysis
Existing customer deep-dive: upsell opportunities, contract context, sustainability alignment, expansion recommendations across sourcing regions.
MarkdownTogetherCocoa â Intelligence Brief & Two-Pager
Prospect intelligence brief with tailored commercial two-pager: value proposition mapped to specific needs, sustainability profile, decision-maker context.
HTML BriefCommercial PDFThe Unshaded Report â Weekly Intelligence Newsletter
Monday morning read: customer updates, prospect signals, competitor moves, industry news, pipeline health, event countdown. Currently on v7 format.
HTMLPhase 1 Database Sanity Report â HubSpot CRM Audit
Full audit: 8,200 companies, 9,361 contacts. Fill rate analysis, data quality flags, enrichment priorities, remediation roadmap.
DOCXRevenue Estimation Model v1 (Approach C)
Pricing-based model: cocoa volume → farmer base → seat count → CMRR estimate. Benchmarked against Cargill actuals.
XLSXICP Scoring â Test Batch
Proof-of-concept across three accounts: scored on crop fit, supply chain level, region, size, sustainability mandate. Template for scaling.
MarkdownAction Plan â 197 Sleeping Tier 1 Accounts
197 high-priority accounts with no CRM activity in 60+ days. Prioritized re-engagement plan with specific outreach per cluster.
MarkdownProject Compass â Competitor Segment Map
Landscape mapping: traceability tools by company, crop, and region. Based on web research and Traceability Barometer data.
XLSXWhere I’m heading
Shade is evolving fast. Your input shapes what gets built next.
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1
Younium integration â revenue truth Connect subscription data (CMRR, churn, renewal dates) so analyses include actual revenue. Unlocks upsell/churn-risk intelligence.
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2
Cognism enrichment automation Auto-enrich priority contacts with firmographic data, direct emails, org charts. No more manual LinkedIn detective work.
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3
Automated pipeline monitoring Scheduled scans that proactively flag stalled deals, cold contacts, and untouched ICP-fit prospects. Intelligence that comes to you.
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4
Account-based content generation Personalized outreach emails, LinkedIn messages, and sequences tailored to each prospect’s sustainability program and pain points.
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5
Competitive intelligence radar Continuous monitoring of competitor moves â product launches, partnerships, customer wins â so the team always knows the landscape.
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Multi-crop revenue models Extend estimation beyond cocoa to coffee, rubber, nuts, and herbs & spices â each with crop-specific benchmarks.
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Slack or Teams integration Push alerts and weekly digests directly into team channels. Intelligence meets you where you already work.