Forensic AMC Intelligence.
Standard dashboard reporting leaves 70% of the customer journey in the dark. We leverage SQL-based query logic within the Amazon Marketing Cloud to illuminate every touchpoint and attribution gap in your growth engine.
Engineered Market Superiority.
We don’t just report data; we weaponize it. Our AMC architecture moves beyond vanity metrics to solve deep operational challenges.
Inventory Velocity Analysis
Moving beyond advertising. We use AMC signals to predict stock-outs 72 hours before they trigger in Seller Central. By tracking real-time impression surges, we synchronize your ad-pressure with actual FBA logistics.
Privacy-Safe Forensic Environment
Enterprise-grade security meets deep-dive intelligence. We operate within a strictly governed, privacy-first data clean room to protect your brand’s integrity while extracting high-fidelity customer behavioral patterns.
Incremental Growth Validation
Eliminate “Brand Harvesting.” We filter out shoppers who would have converted organically, ensuring your ROAS reflects true incremental lift. If the ad didn’t drive a new sale, we don’t count it.
Multi-Touch Attribution
We dismantle the “Black Box” of Amazon attribution. By stitching together DSP impressions and Sponsored Ads signals, we identify the exact sequence that triggers a high-value conversion.
New-to-Brand Logic
Stop paying for customers you already own. We isolate high-intent audiences who have never interacted with your brand, ensuring capital is spent on true market expansion.
Pathway Analysis
Understand “Time-to-Purchase” cycles. We analyze the lag-time between first exposure and final checkout to optimize your bidding schedules for maximum efficiency.
We Code the Data That Others Guess.
SUM(spend) OVER(PARTITION BY user_id) as total_path_cost
FROM amc_forensic_data
WHERE conversion_event = ‘PURCHASE’ AND ntb_flag = 1
ORDER BY total_path_cost DESC;
Synchronizing Ad Spend with Inventory Velocity.
Most agencies stop at the dashboard. We architect a “Closed-Loop” system using AMC signals to prevent capital bleed. By monitoring real-time demand surges, we adjust ad-pressure to match your actual FBA inventory levels.
- Predictive Stock-Out Prevention: We identify high-velocity demand patterns 72 hours before they appear in Seller Central.
- Inventory Age Optimization: Aggressive “Inventory-Clearing” SQL queries to identify and move slow-moving SKUs before they incur long-term storage fees.
- Supply-Chain Aware PPC: Automated ad-pausing scripts triggered by real-time inventory threshold signals.
[SIGNAL] REAL_TIME_DEMAND_SURGE_DETECTED
[ACTION] INCREASING_BID_PRESSURE_SKU_772
[STATUS] INVENTORY_LEVELS: 14% THRESHOLD
[ACTION] THROTTLING_TOP_OF_FUNNEL_DSP
[RESULT] MARGIN_PROTECTED | STOCK_OUT_AVOIDED
The Goal: 100% SKU-Level Profitability via Operational Alignment.
> Training Epoch: 85/100… [DONE]
> Analyzing 25-Month Lookback Data…
> Proprietary Signal: “High-LTV_Predictor_Script” // RESULT: MODEL_ACCURACY = 94.2%
// DEPLOYING_TO_DSP_BID_ENGINE…
Proprietary AMC Custom Models.
We move beyond standard automation. Leveraging Amazon’s 2026 Custom Model architecture, our engineering team builds proprietary algorithms trained on 25 months of your brand’s specific traffic signals.
This isn’t generic optimization; it’s a bespoke bidding engine built exclusively for your unique SKU portfolio.
[SEARCH_VELOCITY] +18% Branded Intent
[SENTIMENT_INDEX] Positive Momentum Shift
[SHARE_OF_VOICE] 22% Category Dominance
// ANALYZING_OFF_PLATFORM_SIGNALS…
// MAPPING_TWITCH_&_IMDB_SYNERGY…
// CALCULATING_TOTAL_BRAND_EQUITY_LIFT…
Decoding Consumer Intent Signals.
We move beyond the purchase button. Using AMC data signals, we track how your off-platform DSP campaigns—including Twitch and IMDB—influence branded search velocity on Amazon. We prove the ROI of awareness spend by measuring exactly how many people search for your brand after exposure.
Enterprise Technical Governance.
LTV-to-CAC Cohort Engineering
We move beyond the 14-day attribution window. By tracking user behavior over 6-12 months via AMC, we identify the exact high-value cohorts that drive long-term brand equity, not just one-time clicks.
Proprietary Query Repository
The engineers of our full-service Amazon management agency maintain an internal library of 150+ custom SQL scripts. From “Brand Switcher Identification” to “Market Basket Analysis,” we deploy proven data-mining architecture in hours, not weeks.
> RUN query_brand_affinity_v2.sql … [SUCCESS]
> RUN basket_analysis_matrix.sql … [SUCCESS]
> RUN ltv_cohort_mapping.sql … [SUCCESS]
> RUN supply_chain_latency_check.sql … [PENDING]
— Total Insights Extracted: 14.8M Data Points
[DATA_SYNTHESIS_COMPLETE] > GENERATING_EXECUTIVE_BRIEF
From SQL Query to Boardroom Strategy.
Data is useless if it isn’t actionable. We synthesize complex AMC datasets into high-fidelity Executive Dashboards. We translate raw forensic signals into clear directives: which SKUs to fund, which markets to exit, and where your next $1M in incremental revenue is hiding.
Real-Time P&L Visualization
Total TACOS visibility across all marketplaces, updated in real-time via Amazon’s 2026 API streams.
Ready to Initialize Your Forensic Data Audit?
Stop guessing. Leverage our SQL-driven infrastructure to illuminate your attribution gaps and synchronize your growth engine with 2026 market signals.
Initialize Audit →Forensic Intelligence FAQ.
Clarifying the technical infrastructure of the Amazon Marketing Cloud.
Custom Audience Engineering
Incremental Lift Analysis
// SQL_QUERY_INJECTION… [ACTIVE]