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White-Label AI Support: How Agencies Add a $2,000/mo Recurring Service

Sell AI customer support under your own brand and turn one setup into a recurring retainer. The agency playbook for white-label support - from $149/mo.

CChatonn TeamAugust 3, 20263 min read

You build the website, set up the email, and handle the launch. Then the client's support questions start rolling in - and if you don't own that relationship, someone else will. White-label AI support turns that gap into your agency's most predictable recurring revenue.

Clients pay hundreds to thousands of dollars a month for managed support. With a white-label platform, you deliver it under your own brand, set your own price, and keep the margin. Here's the playbook.

The recurring revenue your agency is leaving on the table

Support is the one service almost every client needs and almost no agency wants to staff. A chatbot trained on the client's own docs handles the repetitive questions; human handoff covers everything else. Sold as a flat monthly retainer, it's revenue that renews whether or not you're launching a new site.

Managed support retainers commonly run from a few hundred dollars to $2,000+ per month per client, depending on volume and industry - with the software behind them costing a fraction of that.

Why white-label beats reselling

  • Your brand, your pricing. Clients pay you, not the platform. You set the margin.
  • No per-seat taxes on your clients. White-label plans don't charge per seat or per resolution, so adding client team members doesn't eat into your margin.
  • One platform, many clients. Multi-tenant workspaces keep each client isolated and on-brand.
  • Room to grow the account. Start with a widget and FAQs; add database answers, analytics, and human handoff as premium tiers.

Reselling someone else's tool puts their name on your deliverable and their pricing on your invoice. White-label puts your agency's name on the widget, the emails, and the invoice.

The playbook: from $149/mo to a $2,000/mo retainer

  1. Pick a niche. Ecommerce, SaaS, or local services - a bot trained on one kind of business answers dramatically better.
  2. Train it on their real content. FAQs, policies, docs, and product pages. RAG knowledge sources ground every answer in the client's own words.
  3. Bundle support into the launch. Add AI support as a line item on the next web project instead of waiting to be asked.
  4. Price the retainer, not the bot. One flat fee covering the bot, training, monitoring, and quarterly knowledge refreshes.
  5. Add premium tiers. Human handoff coverage, NL-to-SQL database answers, and white-label analytics as upgrades.
  6. Scale with workspaces. Every new client gets an isolated workspace under your brand.

What to look for in a white-label support platform

  • Full custom branding - widget, chat, and emails
  • Multi-tenant workspaces with client isolation
  • No per-seat or per-resolution fees
  • AI included at a flat price
  • API access and webhooks for client reporting
  • Priority support when you're running client-facing services

On Chatonn, white-label starts on the Business plan at $149/month: full custom branding, 3 workspaces, 5,000 AI-managed conversations, advanced analytics, custom roles, and API access. Charge your client a fraction of what they'd pay for Intercom or Zendesk - and keep the difference.

See the Business plan for yourself at chatonn.com/pricing - then decide what your agency's retainer should be.