White-label AI customer service for agencies
If you deliver marketing, IT or operations services to small businesses, AI customer service is an easy attach: it is recurring, it solves a problem the client already complains about, and the software cost is predictable. The question is which platform lets you serve 25 clients without software costs eating the margin. Prices verified .
- HighLevel is the only one of the three built for this. Its $297 plan includes unlimited client sub-accounts, and the $497 Agency Pro tier adds SaaS mode for reselling under your own brand.
- Text and Tidio are not reseller products. No white-label, no client sub-accounts. Per-seat and per-conversation pricing across 25 clients is the most expensive way to deliver this.
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The economics that matter to an agency
An agency does not care about cost per seat. It cares about cost per client — because that is the number that determines whether the service is worth offering at all.
Here is the arithmetic on HighLevel’s $297 Unlimited plan. The subscription is flat, so the per-client cost falls every time you sign another client:
| Clients | Software cost / month | Cost per client / month |
|---|---|---|
| 1 | $297 | $297.00 |
| 5 | $297 | $59.40 |
| 10 | $297 | $29.70 |
| 25 | $297 | $11.88 |
That table is the entire business case. At 25 clients your software cost is under $12 per client per month. Whatever you charge above that is gross margin, minus your own delivery time.
HighLevel: the white-label case
Two tiers matter if you intend to resell:
- $297/mo Agency Unlimited — unlimited client sub-accounts, unlimited contacts and users. This is the tier that makes per-client economics work.
- $497/mo Agency Pro — adds SaaS mode, for reselling the platform itself under your own brand rather than just delivering a service on top of it.
There is also a $97 Starter tier covering three sub-accounts, which is a reasonable way to test the model with your first clients before committing to Unlimited.
White-label add-ons worth knowing about:
- White-label mobile app — $497/mo
- WhatsApp integration — $10/mo per sub-account
- SEO module — $79/mo per sub-account
- Premium support — $500/mo
Note the per-sub-account items. They multiply by client count, so at 25 clients the WhatsApp integration alone is $250/mo on top of your subscription. Build that into your per-client cost before you quote.
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What Text and Tidio can and cannot do for agencies
| HighLevel | Text | Tidio | |
|---|---|---|---|
| White-label | Yes | No | No |
| Client sub-accounts | 3 → unlimited | No | No |
| Reseller / SaaS mode | $497 tier | No | No |
| Cost at 25 clients | $297 flat | Scales per seat | Scales per conversation |
| Realistic agency role | Delivery platform | A single client’s helpdesk | A single client’s widget |
That is not a criticism of Text or Tidio — they are not trying to be reseller products, and neither advertises itself as one. It simply means they are the wrong tool for a multi-client delivery model. You can still recommend them to a single client whose needs fit; you just cannot host that client inside them.
What agencies charge their clients for this
We are not going to print a market rate, because it varies enormously by market, client size and what else you bundle. What we can give you is the structure that works, and the floor:
- Your floor is software cost per client — about $12–$30 per client per month on HighLevel at 10–25 clients, plus any per-sub-account add-ons you enable.
- Setup fee for building the knowledge base and connecting channels. This is real project work; charge for it rather than amortising it into a low monthly.
- Monthly retainer covering the software, monitoring and periodic updates (knowledge bases decay — answers go stale and need fixing).
- Or bundle it into an existing retainer as a retention feature. This is often the easiest sell: it increases what you charge an existing client without adding a new line item for them to scrutinise.
The practical test: if your monthly charge is not at least several times your software cost per client, the delivery work will consume the margin and you will resent the service within two quarters.
The thing that actually kills these projects
Not the software. Neglect. An AI agent is only as good as the knowledge behind it, and client businesses change: prices move, policies change, new products launch. An agent that was resolving 60% of conversations in month one will resolve 30% by month six if nobody maintains it — and the client will attribute that decline to you, not to the missing maintenance.
Price a maintenance component from day one. Agencies that skip this step end up with churned clients and a support burden they are not being paid for.
FAQ
Which platform should an agency choose?
HighLevel, if you intend to serve more than one or two clients. It is the only one of the three with white-label and client sub-accounts, and its flat pricing means the per-client software cost falls as you grow instead of rising.
Can I white-label Text or Tidio?
No. Neither offers white-label branding or client sub-account structures, and neither has a reseller programme. If putting your brand on the product matters, HighLevel is the only option in this comparison.
Do I need Agency Pro at $497?
Only if you want to resell the platform itself under your own brand — SaaS mode. If you are delivering a service where you configure and run it for clients, the $297 Unlimited plan is usually sufficient.
What about per-sub-account add-ons?
They multiply. WhatsApp is $10/mo per sub-account and the SEO module is $79/mo per sub-account. At 25 clients that is $250 and $1,975 per month respectively. Enable them deliberately, price them in, and do not turn them on for clients who will not use them.
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