# Kuudo

> Kuudo connects Amazon Ads, AMC, SP-API, and Vendor Central to ChatGPT, Claude, Cursor, and any MCP client so teams can run governed Amazon workflows from chat.

Kuudo connects Amazon Ads, AMC, SP-API, and Vendor Central to MCP-compatible AI
clients. The guides below are Amazon Agent Atlas–grounded operator playbooks with
copy-pasteable artifacts; the docs cover setup and configuration.

## Product
- [Overview](https://www.kuudo.com/features/)
- [Data Layer](https://www.kuudo.com/features/amazon-agent-flow/)
- [MCP](https://www.kuudo.com/features/mcp/)
- [Skills](https://www.kuudo.com/features/skills/)
- [Infrastructure](https://www.kuudo.com/features/cloud-platforms/)
- [Clients](https://www.kuudo.com/features/ai-clients/)
- [Amazon Agent Flow](https://www.kuudo.com/features/amazon-agent-flow/)
- [Amazon Ads MCP](https://www.kuudo.com/features/amazon-ads-mcp/)
- [Amazon Seller MCP](https://www.kuudo.com/features/amazon-selling-partner-mcp/)
- [Amazon Vendor MCP](https://www.kuudo.com/features/amazon-vendor-central-mcp/)
- [Amazon Agent Atlas](https://www.kuudo.com/features/agent-atlas/)
- [Amazon Agent Crawl](https://www.kuudo.com/features/agent-crawl/)
- [Amazon Marketing Cloud](https://www.kuudo.com/features/amc/)
- [Amazon Agent Iris](https://www.kuudo.com/features/amazon-agent-iris/)

## Pricing

- [Pricing](https://www.kuudo.com/pricing/)
- [https://www.kuudo.com/pricing.md](https://www.kuudo.com/pricing.md) — machine-readable pricing summary: one meter, the Amazon API calls Kuudo makes on your behalf. Community is free (one instance of each Amazon MCP server in your own cloud, no usage charges). Pro is $0/month plus $0.95 per 1,000 Amazon API calls, no contract or minimum. Scale is $249/month plus $0.55 per 1,000. Enterprise is a custom per-1,000 rate at committed volume. Nothing else is metered — no tokens, rows, reads, or writes — and Kuudo runs in your own cloud account, so your cloud and model providers bill you directly with no Kuudo markup.

## Guides by topic

## AMC

### AMC · Advanced — https://www.kuudo.com/guides/amc-advanced/
Advanced Amazon Marketing Cloud modeling for teams past the basics — custom attribution models, customer-lifetime-value cohorts, optimal frequency capping, and cross-channel overlap. The data-source decisions that determine whether the model is right before the SQL is even written.
- [Find Your Optimal DSP Frequency Cap in AMC](https://www.kuudo.com/guides/amc-optimal-frequency-cap/): Find your optimal Amazon DSP frequency cap in AMC: bucket impressions and conversions, then cap where cumulative cost outruns cumulative return.
- [Choose the Right AMC Attribution Source](https://www.kuudo.com/guides/amc-custom-attribution-models/): Pick the right AMC attribution data source before custom modeling, audience building, or standard-report reconciliation.
- [Segment AMC Customers by CLTV](https://www.kuudo.com/guides/amc-cltv-cohort-segmentation/): Build AMC CLTV segments with the four-segment taxonomy, the correct audience table variant, and a cohort migration diagnostic you can re-run.
- [Turn AMC Workflows into Agent Skills](https://www.kuudo.com/guides/amc-agent-workflows/): Package repeatable AMC analysis into agent Skills with Atlas retrieval, sufficiency checks, human approval, and run logging already built in.

### AMC · Audiences — https://www.kuudo.com/guides/amc-audiences/
Build and activate Amazon Marketing Cloud audiences that compile on the first try — cart abandoners, lookalikes, high-value segments, and lapsed-customer re-engagement. Each guide returns SQL that respects the _for_audiences table variants, seed-size limits, and DSP activation timing.
- [Evaluate Prime Day AMC Lookalikes](https://www.kuudo.com/guides/amc-lookalike-audience-evaluation/): Evaluate a Prime Day AMC lookalike against last year's rule-based audience using new-to-brand share, incremental reach, and cost per acquisition.
- [Build High-Value AMC Audience Seeds](https://www.kuudo.com/guides/amc-high-value-audience-segmentation/): Build high-value AMC audience seeds with the right table variant, a seed-size buffer, and the lookalike activation checks that keep them usable.
- [Re-Engage Lapsed AMC Loyalists](https://www.kuudo.com/guides/amc-lapsed-customer-reengagement/): Build a lapsed-loyalist AMC audience with EXTEND_TIME_WINDOW, non-ad-exposed filters, and the activation-size checks DSP needs before launch.
- [Build Prime Day AMC Lookalikes](https://www.kuudo.com/guides/amc-lookalike-audience-prime-day/): Build a Prime Day AMC lookalike audience with seed SQL, sizing checks, and the 500 to 500,000 user window Amazon requires before activation.
- [Build an AMC Cart-Abandoner Audience](https://www.kuudo.com/guides/amc-cart-abandoner-audience/): Build a cart-abandoner audience in AMC with the right table variant, a seed-size check, and the DSP activation timing that avoids a stale segment.
- [Human Approval for AMC Activation](https://www.kuudo.com/guides/human-approval-for-amc-activation/): Gate AMC audience activation behind human approval: size the seed, review the exact payload, then submit. 2000-user floor, 24 to 36 hour DSP lag.

### AMC · Measurement — https://www.kuudo.com/guides/amc-measurement/
Measure what your Amazon advertising actually moved — new-to-brand splits, Subscribe & Save lift, path-to-conversion across Sponsored and DSP, and incrementality. Attribution windows, the right data sources, and the silent failure modes, grounded in real AMC instructional queries.
- [Measure Off-Amazon Conversions in AMC](https://www.kuudo.com/guides/amc-off-amazon-conversion-events-manager/): Measure DTC web, app, store, and offline conversions in Amazon Marketing Cloud with Events Manager signals and a grounded AMC SQL query.
- [Map AMC Paths Across DSP and Sponsored Ads](https://www.kuudo.com/guides/amc-path-to-conversion-sankey/): Use AMC Campaign Groups to map DSP and sponsored ads paths into Sankey-ready source-to-destination rows you can chart without reshaping them.
- [Count New-to-Brand Customers in AMC](https://www.kuudo.com/guides/amc-ntb-customers/): Use the conversion-time table to count new-to-brand customers in AMC without confusing users, purchases, or traffic-time attribution drift.
- [Sponsored Ads x DSP Overlap: The 4-Way AMC Analysis](https://www.kuudo.com/guides/amc-sponsored-ads-dsp-overlap-4way/): Measure Sponsored Ads and DSP overlap in AMC without mixing up impressions, attribution timing, or campaign comparability.
- [Measure Subscribe & Save Lift in AMC](https://www.kuudo.com/guides/amc-subscribe-and-save-lift/): Measure Subscribe & Save lift in AMC with the repeatSnSOrder signal, the conversions_all table, and a 90-day minimum window for a stable read.

## Amazon Ads

### Amazon Ads · Reporting — https://www.kuudo.com/guides/amazon-ads-reporting/
Amazon Ads reporting workflows beyond AMC — v1 report selection, the right report grain, placement diagnostics, purchased-product halo analysis, and turning reports into automated bidding rules.
- [Launch a DSP Campaign Without Half-Built Entities](https://www.kuudo.com/guides/amazon-ads-create-dsp-campaign/): Zero eligible DSP tactics is almost always a goal-KPI mismatch, not an outage. Create every entity paused, verify each write, then activate parent-first.

## Seller

### Seller · Brand — https://www.kuudo.com/guides/seller-brand/
Amazon Brand Registry and brand protection — surviving trademark review, resolving 'trademark already enrolled,' and the image and documentation requirements that gate enrollment.
- [Brand Registry: Fix 'Trademark Already Enrolled'](https://www.kuudo.com/guides/seller-brand-registry-trademark-conflict/): Fix the 'trademark is already enrolled' error: get added as an additional user by the Administrator, or continue to apply and share your contact info.

### Seller · FBA — https://www.kuudo.com/guides/seller-fba/
FBA operations and cost control — inventory health after the 2024 changes, reimbursement audits, long-term storage and aged-inventory surcharges, and return-rate analysis. Claim what Amazon owes you and stop paying fees you can avoid.
- [Auditing FBA Reimbursements: What Amazon Owes You](https://www.kuudo.com/guides/seller-fba-reimbursement-audit/): The reimbursement portal lists events but never classifies, window-checks, or values them. A Skill audits every event against three windows, two rules.
- [FBA Inventory Health After the 2024 Fee Change](https://www.kuudo.com/guides/seller-fba-inventory-health-post-2024/): Amazon removed one FBA fee, but monthly storage, capacity limits, and aged inventory surcharges still need a repeatable review your agent can run.

### Seller · Listings — https://www.kuudo.com/guides/seller-listings/
Seller listing health and deals — diagnosing listing suppression, Buy Box recovery, and Outlet deal eligibility, including the cancellation traps that quietly cost sales.
- [Listing Suppression Diagnosis: Stranded or Buyable](https://www.kuudo.com/guides/seller-listing-suppression-diagnosis/): Use live listing status, the suppression reason report, and FBA evidence to diagnose a silent ASIN before applying the wrong fix.
- [Recover Featured Offer Eligibility Without Guessing](https://www.kuudo.com/guides/seller-buy-box-eligibility-recovery/): A grounded workflow separates Featured Offer eligibility from placement, then traces price-health warnings to the exact offer evidence.
- [Rebuild Your Listing Images From Your Own Photos](https://www.kuudo.com/guides/seller-listing-image-regeneration-seeded/): Seed new Amazon listing images from your own photos, grade each against Amazon's image rules, and approve before anything publishes, grounded by Atlas.
- [Amazon FBM Orders Reports: What to Request and Why](https://www.kuudo.com/guides/seller-fbm-orders-reports/): Choose Seller Central FBM reports for fulfillment data and SP-API All Orders reports for tracking, support, and finance cuts.
- [Preview Listing Patches Before They Go Live](https://www.kuudo.com/guides/seller-listing-agentic-audit-to-patch/): An Atlas-grounded agent audits a live listing, previews a patchListingsItem update with VALIDATION_PREVIEW, and waits for approval.

## Vendor

### Vendor Central · Operations — https://www.kuudo.com/guides/vendor-ops/
Vendor Central operations that protect margin — PO on-time chargeback disputes, Net PPM leakage, ARA/ABA dashboard reads, A+ premium content, and direct-fulfillment chargebacks. The timing windows and policy rules that turn data into recovered dollars.
- [The ARA Report and Metric Glossary for Vendors](https://www.kuudo.com/guides/vendor-ara-reports-metric-glossary/): Every ARA dashboard maps to an SP-API report type. Amazon's own docs define Conversion two ways on one page; a Skill routes the question and flags it.
- [Find ASIN Margin Leakage with Net PPM](https://www.kuudo.com/guides/vendor-net-ppm-margin-leakage/): Find which Vendor Central ASINs are dragging Net PPM by ranking rate deterioration and separating cost, funding, and discount pressure.
- [Dispute a PO On-Time Accuracy Chargeback](https://www.kuudo.com/guides/vendor-po-chargeback-disputes/): Dispute an Amazon Vendor Central PO on-time accuracy chargeback with the right evidence, route, letter, and 30-day deadline.

## Agents

### Agents · Decision rules — https://www.kuudo.com/guides/rules-decision/
The decision rules agents apply to Amazon data — IF/THEN bidding, sufficiency gates, branded vs non-branded segmentation, and the action enums for scaling, pulling back, and controlling waste.
- [The Data-Mode Router That Stops Bad ACoS Math](https://www.kuudo.com/guides/rules-data-mode-router/): Your SQP export has no cost column. Atlas blocks ACoS there and routes to Conversion Performance Index instead, the fix for nonsense report numbers.
- [The Agent Bidding Rulebook That Prevents Bid Thrash](https://www.kuudo.com/guides/rules-agent-bidding-rulebook/): A bid should move only when sufficiency, an ACoS deadband, and a daily clamp all agree. The bounded rulebook an agent runs, with the thresholds.
- [Why MCP Needs Run Logs](https://www.kuudo.com/guides/why-mcp-needs-run-logs/): Define the run log fields MCP-based agents need before read, write, approval, and rollback workflows can be trusted in a real Amazon account.
- [Everyone in Your Category Has the Same AI Now](https://www.kuudo.com/guides/everyone-has-the-same-ai/): Every seller has the same AI now. Your edge is the operator knowledge it doesn't have, and today's AI listing tools are built to harvest it.

## Machine resources
- Sitemap: https://www.kuudo.com/sitemap.xml
- Atom feed (full guide content): https://www.kuudo.com/feed.xml

## Docs
- [Quick Start: ChatGPT](https://www.kuudo.com/docs/quick-start/chatgpt/)
- [Quick Start: Claude](https://www.kuudo.com/docs/quick-start/claude-ai/)
- [Quick Start: Claude Code MCP](https://www.kuudo.com/docs/quick-start/claude-code-mcp/)
- [Quick Start: Claude Cowork for Amazon Workflows](https://www.kuudo.com/docs/quick-start/claude-cowork-amazon/)
- [Quick Start: Codex](https://www.kuudo.com/docs/quick-start/codex/)
- [Quick Start: OpenClaw MCP](https://www.kuudo.com/docs/quick-start/openclaw/)
- [Quick Start: Hermes MCP](https://www.kuudo.com/docs/quick-start/hermes/)
- [Quick Start: n8n MCP](https://www.kuudo.com/docs/quick-start/n8n/)
- [Quick Start: Activepieces MCP](https://www.kuudo.com/docs/quick-start/activepieces/)
- [MCP Client Configuration](https://www.kuudo.com/docs/mcp-client-configuration/)
- [Quick Start: NanoClaw MCP](https://www.kuudo.com/docs/quick-start/nanoclaw/)
- [Quick Start: OpenAI API](https://www.kuudo.com/docs/quick-start/openai-api/)
- [Quick Start: Perplexity MCP](https://www.kuudo.com/docs/quick-start/perplexity/)
- [Quick Start: Google Antigravity](https://www.kuudo.com/docs/quick-start/antigravity/)
- [Quick Start: Lovable](https://www.kuudo.com/docs/quick-start/lovable/)
- [Quick Start: ChatGPT Skills](https://www.kuudo.com/docs/quick-start/chatgpt-skills/)
- [Quick Start: Claude Skills](https://www.kuudo.com/docs/quick-start/claude-app-skills/)
- [Quick Start: Claude Code Skills](https://www.kuudo.com/docs/quick-start/claude-skills/)
- [Quick Start: Codex Skills](https://www.kuudo.com/docs/quick-start/codex-skills/)
- [Kuudo MCP Servers](https://www.kuudo.com/docs/mcp-reference/tools/)
- [Amazon Ads MCP Tools](https://www.kuudo.com/docs/mcp-reference/amazon-ads-tools/)
- [Amazon Selling Partner MCP Tools](https://www.kuudo.com/docs/mcp-reference/amazon-sp-tools/)
- [Amazon Agent Flow Documentation](https://www.kuudo.com/docs/amazon-agent-flow/)
- [Amazon Marketing Cloud Workflows](https://www.kuudo.com/docs/guides/amazon-marketing-cloud/)
- [Amazon Agent Crawl MCP](https://www.kuudo.com/docs/amazon-agent-crawl/)
- [Amazon Agent Iris Documentation](https://www.kuudo.com/docs/amazon-agent-iris/)
- [Using a Knowledge Library With Your Agent](https://www.kuudo.com/docs/agent-knowledge-usage/)
- [Amazon Listing Optimizer](https://www.kuudo.com/docs/amazon-listing-optimizer/)
- [Amazon Returns Monitor](https://www.kuudo.com/docs/amazon-returns-monitor/)
- [Amazon Search Query Analyzer](https://www.kuudo.com/docs/amazon-search-query-analyzer/)
- [Cloud Deployment Destinations](https://www.kuudo.com/docs/cloud/)
- [AWS ECS Express Activation Guide](https://www.kuudo.com/docs/cloud/aws-ecs-express-activation-guide/)
- [Google Cloud Activation Guide](https://www.kuudo.com/docs/cloud/gcp-activation-guide/)
- [Azure Activation Guide](https://www.kuudo.com/docs/cloud/azure-activation-guide/)
- [Cloudflare Activation Guide](https://www.kuudo.com/docs/cloud/cloudflare-activation-guide/)