Ami AI Review: $250 for 200 Contacts, Worth the Risk?

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Ami AI Review 2026: Pricing, Setup, and Risks Key Takeaways Ami AI is AiSDR's outbound agent. It launched on Product Hunt on September 18, 2026 and topped that day's board with 443 upvotes. Solo costs $250 monthly for 200 researched contacts, or $1.25 each. It plans campaigns, runs email and LinkedIn outreach, and fixes weak ones. You approve the launch. Performance figures are vendor-reported and unaudited. Founders without an outbound playbook fit best; mature SDR teams gain less. Last checked September 19, 2026. Sources for this Ami AI review: AiSDR's Ami page, the Product Hunt listing and maker thread, and third-party pricing trackers. What Ami AI Is and Why It Launched Ami AI took first place on Product Hunt's September 18, 2026 daily leaderboard. It held 443 upvotes at last check, 30 ahead of second place.  Ami AI is an AI sales automation tool for B2B outbound. ...

Stop Building Client Portals. Automating Them with n8n

White label client portal software infrastructure for automation agencies connecting n8n and Make workflows

White Label Client Portal Software for Automation Agencies: Enterprise Infrastructure Blueprint

Executive Summary

  • Static PM tools break down against async n8n and Make workflows; clients see silence, not status.
  • White-label portals turn one-off automation builds into recurring retainers agencies can price monthly.
  • Softr, SuiteDash, Assembly (formerly Copilot), and Moxo lead the category, each with different architecture and white-label depth.
  • The pattern that scales: queue webhooks before they touch either n8n or the portal API.

The Agency Bottleneck

Most agency "client portals" are a shared folder with a login screen bolted on. That holds up when delivery means dropping a single file. It fails the moment delivery becomes a chain of asynchronous jobs running inside n8n or Make.

A workflow that pulls data from a source system, cleans it, runs it through a local LLM for classification, and writes the result to Postgres does not finish in the time a page load takes. The client has no way to know it is even running unless something pushes status back to them. Most agencies patch this manually: someone checks the workflow, then sends a Slack message or an email. That does not survive past a handful of clients.

Two problems compound the delay. Token security is the first: n8n credentials, API keys for Qdrant or Pinecone, and OAuth tokens for client-connected systems all have to live somewhere, and a portal built on a shared no-code stack often stores them in the same account structure as the client-facing UI. Compliance is the second: legal and financial clients ask for SOC 2 or equivalent evidence, audit logs of who viewed what, and a straight answer on data residency, none of which a generic dashboard template covers by default.

Top White-Label Portal Infrastructure

Four platforms come up again and again when agencies look for a portal layer to sit in front of automation infrastructure.

Softr builds interfaces on top of an external data source, Airtable, Google Sheets, Xano, or a native Softr database, and added an AI co-builder in 2026 that scaffolds an app from a written description. That is fast for agencies already living in Airtable, but native API calls and custom code sit behind higher-priced tiers, so budget for that if the portal needs to call your n8n webhook directly rather than through a third-party automation layer.

SuiteDash takes the opposite approach: one flat-rate account, unlimited client users, and full custom-domain white labeling available from an early tier. CRM, invoicing, and project tracking ship bundled with the portal, which suits agencies that want a single system of record instead of a thin UI layer over their own stack.

Copilot rebranded to Assembly in 2025. The copilot.com domain now redirects to Microsoft's own Copilot product, so bookmark assembly.com directly or you will end up on the wrong site. It remains the design-forward option: a polished, consumer-grade interface for messaging, contracts, and billing, suited to agencies selling high-ticket retainers where portal aesthetics are part of the pitch. Full removal of platform branding sits on its top tier.

Moxo is built for orchestration, not display. Its workflow builder and library of over 100 prebuilt integrations across CRMs, ERPs, and financial tools make it the strongest fit for firms that need the portal to enforce a multi-step approval chain, not just show status. Full white-label branding is typically an upper-tier or custom-priced feature.

Enterprise client portal dashboard interface showing agency workflow status and custom client portal branding


Portal Software Primary Architecture Automation & Webhook Support White-Label Depth Starting Price Best For
Softr No-code UI over an external database (Airtable, Google Sheets, Xano, SQL) REST and webhook actions; native API calls gated to higher tiers Custom domain from entry tier; full branding removal on Pro and up Roughly $19 to $59/mo Agencies already running client data through Airtable
SuiteDash Flat-rate, all-in-one CRM, portal, invoicing, and project management Webhooks and API available; built around Zapier/Make-style triggers Full custom domain and branding from an early tier, unlimited users Roughly $19 to $99/mo Agencies that want one system of record
Assembly (formerly Copilot) Dedicated client-facing portal: messaging, contracts, billing API and webhooks for portal events; pairs with Zapier, Make, or n8n Branding removal gated to the top tier Roughly $39 to $150+/mo High-ticket retainers where interface polish matters
Moxo Workflow orchestration platform with a client interaction layer Native workflow builder, webhooks, REST API, 100+ integrations Full white-label typically upper-tier or custom Roughly $450 to $1,000+/mo Legal and financial firms needing approval chains and compliance evidence

Vendor pricing shifts often and features move between tiers with little notice. Confirm current terms directly with each vendor before committing budget to a specific plan.

Revenue and Operational Margin Potential

A portal is also a pricing lever. An agency that ships an automation once and invoices once is selling a project. An agency that wraps the same automation in a branded portal, with login-gated status, deliverables, and billing, is selling a subscription. The table below is an illustrative pricing model built from the tier ranges above, not a claim of results from any named client engagement.

Automated workflow pipeline visualizer mapping asynchronous n8n job queues and client status updates


Portal Tier Setup Fee Monthly Retainer (MRR) Gross Margin Value Delivered
Starter (Softr or SuiteDash) $1,500 to $3,000 $250 to $500 Around 70% Branded status dashboard, automated client notifications
Growth (Pinnacle or Assembly) $3,500 to $6,000 $600 to $1,200 Around 75% Multi-workflow sync, invoicing, e-signature, custom domain
Enterprise (Moxo or Custom) $8,000 to $15,000+ $1,500 to $3,000+ Around 80% Approval workflows, SSO, audit logging, RAG-backed client Q&A

Architectural Blueprint: Linking n8n to a Custom Portal

Wiring a self-hosted n8n instance to a portal front end follows the same five-step pattern no matter which vendor above owns the UI.

  1. The portal captures the trigger. A client action, a file upload, a form submission, an approval click, fires a webhook to a receiver endpoint you control. It does not hit n8n directly.
  2. The receiver validates and queues. It checks a signed HMAC header, rejects anything that fails, and drops the payload onto a queue (Postgres-backed or Redis) before returning a 200. This is the step that keeps a client action from silently vanishing if n8n happens to be mid-restart or under load.
  3. n8n consumes off the queue. A webhook-triggered workflow, or n8n running in queue mode with worker processes for higher volume, picks up the job, runs the RAG lookup or local LLM call, and writes the result to Postgres.
  4. n8n calls back instead of the client polling. On completion, the workflow posts a signed callback to the portal's API, so raw n8n credentials never touch the client-facing app.
  5. The portal renders status from its own database. The client sees a change because the portal's backend updated a row, not because it polled n8n directly.
Webhook receiver settings and API security authentication configuration for self-hosted n8n client portal integration

[Portal UI] --webhook--> [Receiver + HMAC Check] --queue--> [n8n Workflow]
                                                                   |
                                                          RAG / LLM / DB write
                                                                   |
[Portal UI] <--signed callback-- [Portal API] <--POST-- [n8n: Respond Node]
  

A payload shape agencies reuse often:

{
  "event": "workflow.completed",
  "client_id": "cl_8841",
  "workflow_id": "onboarding_v3",
  "status": "success",
  "result_ref": "s3://client-8841/output.json",
  "signature": "hmac_sha256:..."
}
  

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Frequently Asked Questions

1. Is white-label client portal software secure enough for legal and financial clients?

It depends on the tier, not the vendor name. SOC 2 evidence, encryption at rest, and audit logging are usually gated to mid or top tiers across all four platforms above. Confirm the specific certification and audit trail feature before assuming entry-level pricing covers it.

2. Can a white-label portal connect directly to a self-hosted n8n instance?

Yes, through a webhook receiver and REST API, not a direct network connection. None of the four platforms here are built to sit inside your n8n network; they call out to a public endpoint you control, which is also where authentication should live.

3. What is the real difference between a white-label portal and a branded client dashboard?

A dashboard displays. A portal transacts. If clients only need to view status, a branded dashboard bolted onto an existing PM tool is cheaper. If clients need to pay invoices, sign contracts, or trigger a workflow themselves, that calls for the fuller portal category covered above.

4. How much should an agency charge for a white-label portal add-on?

Based on the vendor tiers and common agency retainer structures, most shops price it as a $250 to $1,200 monthly add-on on top of the underlying automation build, scaled to how many workflows the portal exposes and whether it includes approval or payment functionality.

5. Do these platforms support a custom domain for each client?

SuiteDash and Assembly support a custom domain for the agency's own brand, not typically a separate domain per individual client unless built as a multi-tenant setup on top. Moxo and larger Softr builds can support per-client subdomains with additional configuration.

⚖️Disclaimer: This article is for informational purposes only and does not constitute legal, financial, or compliance advice. Pricing and feature details for third-party platforms are current as of publication, subject to change without notice, and The Dollar Craft is not affiliated with or compensated by any vendor named above; readers should verify current terms directly with each provider an

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