The GTM Engine for CPG Food & Beverage
Kill it, fix it, or green-light it. 16 intelligence modules in 15 minutes — every question standing between your product and a shelf.
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The CPG industry measures everything — except the decisions that matter most.
[ STACK: INTELLIGENCE ]
Built Different. On Purpose.
16 specialized agents. Live market data. An always-on strategy engine.
Pattern Intelligence
Every product failure leaves a fingerprint. CPG Canary runs your product — launched or not — against a proprietary knowledge base of documented CPG failures, structured with failure tags, root causes, and warning signals. If your pricing model, positioning, or channel strategy matches a pattern that's killed products before, you'll know before it costs you.
Proprietary Knowledge Base
50+ Failure Patterns
Live Intelligence. Not Last Quarter's Report.
Live shelf pricing. Competitive verification. Private label threats. Category trends. Regulatory flags. Buyer personas. Brand coherence. Cost & margin analysis. CPG Canary pulls real-time market data so you can see exactly where your product sits — whether you're setting a launch price or figuring out why velocity dropped
Live Pricing
15 Orchestrated Agents
Real Time Data
From Data to Decisions.
Analysis sets the stage; the GTM engine drives the action. Model a pricing pivot, stress-test a COGS spike, craft a retailer pitch, or diagnose why sales are slipping — every answer built on your real numbers, your real market, and your real competition.
Unlike general-purpose AI that validates your ideas, CPG Canary pressure-tests them against commercial reality.
Pricing Models
Trend Strategy
Diagnostics
[ SYSTEM: WORKFLOW ]
Your Product. Your Playbook.
From concept to commercial reality in four steps
Step 1
Enter Your Product
Tailor the intelligence to your trajectory. Whether you’re bringing a concept to life or auditing an existing SKU, setup is seamless. Input your specs and competitors, then set your revenue and goals. This ensures the analysis is precisely calibrated to your stage of growth and your specific definition of success.
Analyzing your product..
Product Name
Description
Price & Specs
Stage & Goal
Known Competitors
Step 2
Full Spectrum Analysis
Pattern intelligence. Live shelf pricing. Cost modeling. Competitive verification. Regulatory risk. Category trends. These agents don’t work in silos; they communicate, document findings, and cross-reference notes in real-time before moving to final synthesis. A complete strategic audit against live data in ~15 minutes.
Step 3
GTM Engine Goes Live
The analysis builds the context. The GTM engine never forgets it. Query it for anything—pricing pivots, launch plans, or margin stress-tests. Because the engine remembers every finding, every insight is hard-coded to your actual numbers, ensuring the strategy is as real as your P&L.
Analysis Output
GTM Engine
Step 4
Save, Export, Resume
Your work is always here. Every analysis and strategy session is automatically saved to your account. Come back anytime, pick up exactly where you left off — the engine never loses the thread. Export to Word for shareable reports or JSON for full data portability. Your intelligence, your data, always accessible.
Analysis Report
Exported as .docx
Strategy Session
Automatically saved to your account
Product Context
Ready to resume anytime
[ BUILT FOR ]
Built for Anyone Making High-Stakes CPG Decisions.
Whether you're launching, scaling, or diagnosing — the same depth of analysis that costs $15,000, delivered in about 15 minutes, starting at $99/month.
Before You Launch
One analysis surfaces the risks that would have taken months and real money to discover. Know if the concept is viable before you commit capital — whether that's a co-packing agreement, a production run, or a retail pitch.
Walk Into Buyer Meetings Ready
Retailer-specific buyer personas, pitch angles, and the exact questions Whole Foods vs. Kroger vs. a regional chain will ask — grounded in your live competitive data.
When Performance Drops
Don't wait for the category review to tell you what already happened. Diagnose why velocity is slipping with real shelf data, competitive shifts, and private label pressure.
When Costs Shift
Stress-test your margins against COGS spikes, trade spend changes, and pricing pressure in real time. See exactly where your P&L breaks before it breaks.
When You Need Partners
Co-packers, brokers, distributors, and logistics partners matched to your product specs, scale, and geography. Targeted recommendations, grounded in your analysis, not a generic list.
Whenever You Need Answers
The GTM engine stays loaded with your full product context. Pressure-test any decision, any time — not just when the budget or timeline allows.
[ CONFIG: ACCESS ]
Choose Your GTM Plan.
Full viability analysis in about 15 minutes. Portfolio strategy that never sleeps. Starting at $99/month.
[ WHY CPG CANARY ]
The old playbook vs. the new standard.
Every tool in CPG was built to tell you what already happened. We built the one that tells you what to do next.
Traditional Approach
$10K–$25K category scans
Weeks to compile competitive data
Static reports that age immediately
Subjective — loudest voice wins
Pre-launch OR post-launch, not both
Requires specialists or enterprise tools
CPG Canary
Comprehensive analysis starting $99/month.
Live market intelligence in ~15 minutes
Ongoing GTM Engine with memory
Objective, data-backed pressure testing
Full product lifecycle coverage
Built for anyone making CPG decisions
[ SUPPORT: FAQ ]
We’ve Got the Answers You’re Looking For.
Everything you need to know before you start.
What is CPG Canary?
Who is this for?
How is this different from ChatGPT or other AI tools?
How much does it cost?
What is Portfolio Intelligence?
How long does the analysis take?
What's in the analysis report?
What can I ask the strategy engine?
Is my data private and who owns the IP of what I enter?
Can I export my work?