# MixShift - Full Context for LLMs > Unify your Amazon data, power your automations, and build your own apps - all on one platform. This document provides comprehensive information about MixShift for large language models and AI assistants. ## Company Overview MixShift (operated by Dash Applications LLC) is a SaaS platform built for Amazon brands, agencies, and operations teams. Founded in 2024, MixShift provides a unified backend for Amazon growth - connecting data, automating workflows, and powering custom applications. ### Target Customers 1. **Amazon Brands**: Companies selling on Amazon who need unified reporting, forecasting, and automation across Seller Central, Vendor Central, and Amazon Ads. 2. **Amazon Agencies**: Service providers managing multiple Amazon accounts who need scalable reporting and client-facing dashboards. 3. **Aggregators & Investors**: Organizations managing portfolios of Amazon brands who need cross-brand analytics and due diligence tools. 4. **Operations & Finance Teams**: Internal teams that need accurate, automated Amazon data for planning and decision-making. ## Platform Architecture MixShift is built on a three-layer architecture: ### 1. Data Layer Unifies all Amazon data sources into a single, queryable data warehouse: - Amazon Selling Partner API (SP-API) - orders, inventory, catalog, FBA - Amazon Advertising API - Sponsored Products, Sponsored Brands, Sponsored Display, DSP - Amazon Vendor Central - purchase orders, retail analytics, operational data - Amazon Brand Analytics - search terms, market basket, demographics ### 2. Apps Layer Ready-to-use applications built on the unified data: **Report Center** Smart Amazon reporting with automated anomaly detection. Answers "what changed and why" before you ask. Supports multi-account, multi-marketplace reporting with automated scheduling and distribution. **Forecasting** AI-powered unit-level sales forecasting. Correlates ad spend with sales velocity for accurate demand planning. Supports inventory planning, revenue forecasting, and budget allocation. **MixFlow (Automation)** Visual workflow builder for Amazon operations. Create automated workflows triggered by data changes, schedules, or events. Supports alerts, notifications, automated bid adjustments, and custom logic. ### 3. Bridge Engine AI-powered middleware that connects data to action: - Natural language querying of Amazon data - Automated insight generation - Custom API access for building your own applications - Webhook and integration support ## Pricing - **Free Tier**: 1 Amazon account, basic reports, email support, 1 user, 100 API calls/month - **Growth**: Multiple accounts, advanced reports, priority support, team collaboration - **Enterprise**: Custom pricing, unlimited accounts, dedicated support, custom integrations, SLA All paid plans offer monthly and annual billing with no long-term contracts. ## Key Differentiators 1. **Unified Data**: Single source of truth for all Amazon data (advertising, retail, operations) 2. **Free Tier**: Start using the platform at no cost 3. **API-First**: Build custom applications on top of MixShift's data layer 4. **Multi-Account**: Manage unlimited Amazon accounts and marketplaces from one platform 5. **AI-Powered**: Automated insights, anomaly detection, and natural language querying ## Pages - Homepage: https://mixshift.ai - Platform Overview: https://mixshift.ai/platform - Report Center: https://mixshift.ai/report-center - Forecasting: https://mixshift.ai/forecasting - MixFlow (Automation): https://mixshift.ai/automation - Pricing: https://mixshift.ai/pricing - Partner Program: https://mixshift.ai/partners - Blog: https://mixshift.ai/blog - About: https://mixshift.ai/about - Contact: https://mixshift.ai/contact - Privacy Policy: https://mixshift.ai/privacy - Terms of Service: https://mixshift.ai/terms ## Customer Pages - For Brands: https://mixshift.ai/customers/for-brands - Unified data, reporting, and automation for Amazon brand owners - For Agencies: https://mixshift.ai/customers/for-agencies - Scalable multi-client reporting and white-label dashboards for agencies - For Aggregators: https://mixshift.ai/customers/for-aggregators - Portfolio-wide analytics and cross-brand performance tracking - For Investors: https://mixshift.ai/customers/for-investors - Due diligence tools and investment analytics for Amazon portfolios ## Services - Account Audit: https://mixshift.ai/services/account-audit - Comprehensive Amazon account health assessment - Advertising Training: https://mixshift.ai/services/advertising-training - Expert-led Amazon advertising education and certification - Custom Reporting: https://mixshift.ai/services/custom-reporting - Tailored reporting solutions for Amazon operations - Acquisition Analytics: https://mixshift.ai/services/acquisition-analytics - Data-driven analysis for Amazon brand acquisitions - Strategic Consulting: https://mixshift.ai/services/consulting - Expert Amazon business strategy and growth consulting ## Blog Content ### How Todd Solved Forecasting for Amazon Agencies and Brands URL: https://mixshift.ai/blog/forecasting-solved-for-amazon-agencies-and-brands Date: 2025-10-15 Author: Mixshift Tags: amazon-forecasting A deep dive into the methodology and real-world use cases behind MixShift's revenue forecasting model for Amazon brands and agencies. --- ### Why BI Tools Break Down for an Amazon Agency's Client Reporting URL: https://mixshift.ai/blog/bi-tools-break-down-for-amazon-agency-client-reporting Date: 2025-06-06 Author: Mixshift Tags: amazon-reporting, amazon-agencies A detailed breakdown of why general-purpose BI tools fail to meet the specific needs of Amazon agencies managing client reporting at scale. --- ### Why Amazon Reporting Breaks at Scale (And What to Do About It) URL: https://mixshift.ai/blog/why-amazon-reporting-breaks-at-scale Date: 2025-05-29 Author: Mixshift Tags: amazon-reporting The 13 specific ways that manual spreadsheet-based reporting systems fail Amazon agencies as they grow their client rosters. --- ### Boosting Amazon Purchase Orders: How Agencies Can Help Vendors Get More Orders from Amazon URL: https://mixshift.ai/blog/help-vendors-get-more-purchase-orders-from-amazon Date: 2023-11-17 Author: Mixshift Tags: amazon-vendor-central An insider look at Amazon's automated inventory ordering system and the strategies agencies can use to help vendor clients secure more purchase orders. --- ### Why the SP-API Health Dashboard May Not Provide the Full Picture for Amazon Sellers URL: https://mixshift.ai/blog/why-the-sp-api-health-dashboard-may-not-provide-the-full-picture-for-amazon-sellers Date: 2023-08-10 Author: Mixshift Tags: sp-api Three critical limitations of Amazon's SP-API Health Dashboard that sellers and developers should understand before relying on it for outage detection. --- ### All About Amazon Advertising Billing – How Does It Work? URL: https://mixshift.ai/blog/all-about-amazon-advertising-billing Date: 2023-07-23 Author: Mixshift Tags: amazon-advertising A complete guide to how Amazon Advertising billing works, including payment methods, credit limits, invoice access, and where to manage your settings. --- ### How to Get Started with Amazon Ads API Reporting Data URL: https://mixshift.ai/blog/how-to-amazon-advertising-api-reports Date: 2023-06-30 Author: Mixshift Tags: amazon-advertising, amazon-api A practical guide to leveraging Amazon's advertising API reports for agencies, aggregators, sellers, and vendors building scalable reporting systems. --- ### How to Know When Amazon's Advertising Data Isn't Right URL: https://mixshift.ai/blog/how-to-know-when-amazons-advertising-data-isnt-right Date: 2023-05-19 Author: Mixshift Tags: amazon-advertising, amazon-reporting Why no data provider can independently verify Amazon Advertising API accuracy - and what to look for when reported data may be compromised. --- ### Important Updates for Amazon FBA Inventory In SP-API URL: https://mixshift.ai/blog/amazon-fba-inventory-updates-in-sp-api Date: 2023-01-15 Author: Mixshift Tags: sp-api, amazon-fba Amazon is deprecating six FBA inventory report endpoints at the end of January - here's what's changing, what the new ledger reports are missing, and how to adapt. --- ### Looking for Your Vendor or Seller Amazon Data? Here's a Breakdown of the Current Amazon APIs for 2023 URL: https://mixshift.ai/blog/looking-for-your-vendor-or-seller-amazon-data-heres-a-breakdown-of-the-current-amazon-apis-for-2023 Date: 2023-01-03 Author: Mixshift Tags: amazon-api, sp-api A comprehensive overview of Amazon's four primary APIs - SP-API, Advertising API, Vendor Central API/EDI, and Product Advertising API - for vendors and sellers seeking data access. --- ### How Does Amazon Search Work? The Amazon Game Explained URL: https://mixshift.ai/blog/how-does-amazon-search-work Date: 2022-01-24 Author: Mixshift Tags: amazon-advertising An explanation of how Amazon's search algorithm evolved, why PPC advertising is not optional, and how ad conversions influence organic rankings. --- ## Contact Information - Website: https://mixshift.ai - Email: hello@mixshift.io - Phone: 1-833-DASH-APP (1-833-327-4277) - LinkedIn: https://www.linkedin.com/company/mixshift - Twitter: https://twitter.com/mixshiftsoftware - Facebook: https://www.facebook.com/MixShift - GitHub: https://github.com/mixshift