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White Label AI Chatbot Pricing Compared: What Agencies Pay

White label AI chatbot pricing can include a platform subscription, branding fees, client accounts, and AI usage. To compare providers, price the same workload and check what clients can access under your brand. Below, we compare ten platforms with Robofy and calculate the published costs for 10 and 25 website-chat clients where the tariffs allow it.

White label AI chatbot pricing can include a platform subscription, branding fees, client accounts, and AI usage. To compare providers, price the same workload and check what clients can access under your brand. Below, we compare ten platforms with Robofy and calculate the published costs for 10 and 25 website-chat clients where the tariffs allow it.

Prices checked on 5 October 2026. All amounts are USD, before tax. Robofy publishes this comparison on its own blog. Sources link to each provider’s official pricing or documentation; quote-only charges stay marked as unknown.

Key takeaways

  • Removing a widget logo and branding a client dashboard buy different levels of control. Check both before purchasing.
  • A plan with unlimited agents can still charge for every reply, token, or enabled client account.
  • Annual prices below show their monthly equivalent and the upfront commitment. Monthly subscriptions use their published monthly rate.
  • Some vendors need a quote to price this workload. Their starting fee cannot establish their total cost or position in a cheapest-provider ranking.

How white label chatbot pricing works

A flat platform fee covers access to the software. A per-client fee grows as you onboard businesses. Per-agent charges grow when a client needs a second bot, and per-seat charges grow when more people need account access. Usage charges cover replies, queries, tokens, or call minutes.

These charges can overlap. An agency with 10 clients might pay one subscription, nine extra-agent fees, a branding add-on, and message overages. Another platform may include those client accounts but meter AI usage separately.

Request a quote with separate lines for platform access, branding, client capacity, team access, included usage, and overages. Also ask whether each client gets a separate login and whether your contract allows resale. An agent allowance alone does not establish either.

Platform prices and branding

This table uses the relevant branded offering where one is published. Widget-only options remain identified. A custom domain for an embedded chatbot does not necessarily give you a branded platform login.

Provider Published price and billing Capacity and usage Branding and domain scope Official source; checked
Robofy Accelerator $799/year; Enterprise $1,199/year 10 clients / 1m monthly credits; unlimited clients / 1.6m monthly credits respectively Reseller branding and client management; confirm domain entitlement for your selected plan Reseller pricing; 5 Oct 2026
Stammer Pro White Label $99/month 5 chat agents; extra chat agents $10/month each; model-based usage Branded platform, own domain, logo and colours Pricing; 5 Oct 2026
Botsonic Starter $19/month; widget branding removal adds $49/month 1 bot, 1,000 messages; extra capacity sold separately Widget/iframe logo removal; full agency portal and domain terms need confirmation Pricing; 5 Oct 2026
Chatbase Hobby $40/month; branding removal $99/month; Enterprise quoted Hobby includes 1 agent and 700 message credits; extra agents $25/month Deployed-agent branding removal; Enterprise lists white labeling; confirm portal/domain scope Pricing; 5 Oct 2026
SiteGPT Agency commitment starts at $500/month Resource credits fund seats, messages and other resources; rates tailored to the agency White-label add-on quoted separately; confirm domain coverage Agency program; 5 Oct 2026
CustomGPT Premium $499/month 25 agents, 5,000 queries; extra 2,500 queries $375/month Branding removal included; branded client portal/domain and resale terms need confirmation Pricing; 5 Oct 2026
BotPenguin Pebble starts at $600/year outside India; AI-enabled Little plan quoted Pebble: 50 customer accounts, 50,000 messages/year, one channel; AI chat activates on Little Partner branding, domain and client management included Partner pricing; 5 Oct 2026
BotSailor Flex enrollment displayed at $249.50 once, discounted from $499 $2.25 per active Member account/month, minimum 20; subscriber and AI usage also apply White-label offer; confirm domain, client permissions and current promotion White-label pricing; 5 Oct 2026
GoHighLevel Unlimited $297/month; AI Employee Growth $50/month per enabled sub-account Unlimited sub-accounts; Growth includes 1,000 AI agent responses per enabled account Branded web-login setup available; automated SaaS account creation is on $497/month Agency Pro Pricing and domain setup; 5 Oct 2026
Chipp Studio Pro $299/month plus $999/month White-Label Platform Unlimited agents/users; $100 monthly AI usage included Full builder branding, custom domain and client workspaces; Client Management adds $499/month Pricing; 5 Oct 2026
Insighto Agency Starter $299/month; Agency Pro $499/month Starter: 10 accounts / 5,000 text queries; Pro: 50 accounts / 10,000 text queries Agency white labeling; own-domain capability described on agency page Pricing and agency details; 5 Oct 2026

BotPenguin’s entry partner plan cannot price an AI-chat comparison: its published tier descriptions activate AI chat on Little. Likewise, SiteGPT’s ordinary website plans and agency program use different commercial arrangements. Compare the offering you intend to sell.

Costs at 10 and 25 clients

Our planning scenario gives each client one website agent and 1,000 AI replies per month: 10,000 replies for 10 clients, or 25,000 for 25 clients. No WhatsApp or voice usage is included.

For query-based tariffs, the calculation assumes one billable query per requested reply. Credits and tokens have their own conversion rules. These estimates compare capacity and billing mechanics; they do not establish equal models, answer quality, or functionality.

The figures exclude training, testing, implementation work, optional integrations, payment fees, and tax. A subtotal followed by “plus usage” is incomplete until the provider prices the workload.

Provider / arrangement 10 clients 25 clients What the figure covers
Robofy reseller $66.58/month equivalent; $799 upfront/year $99.92/month equivalent; $1,199 upfront/year Accelerator / Enterprise; scenario fits published credit pools at 60 credits per reply
Stammer Pro $149/month plus AI usage $299/month plus AI usage Platform and enough chat agents; usage wallet remains additional
Botsonic branded widget Quote needed Quote needed Confirm bot bundles, workload allowance and resale access; $68/month single-bot floor is insufficient
Chatbase branded agents $364/month capacity subtotal, plus usage $739/month capacity subtotal, plus usage Hobby + branding removal + extra agents; 700 credits do not price the scenario; Enterprise portal quoted
SiteGPT agency Quote; $500/month resource commitment plus branding Quote; $500/month resource commitment plus branding Resource allocation and white-label add-on need an agency quote
CustomGPT branded agents $1,249/month under query assumption $3,499/month under query assumption Premium + query packs; confirm reseller permissions and client access
BotPenguin AI partner Little-plan quote plus applicable usage Little-plan quote plus applicable usage Entry Pebble fee does not include AI chat
BotSailor Flex $45/month account subtotal, plus enrollment and usage $56.25/month account subtotal, plus enrollment and usage Assumes one active Member account per client; subscriber and AI costs remain additional
GoHighLevel + AI Growth $797/month $1,547/month Unlimited subscription + one Growth subscription per client
Chipp full white label $1,298/month plus AI overage $1,298/month plus AI overage Studio Pro + White-Label Platform; usage above $100 extra; confirm workspace capacity
Insighto agency $499/month using Pro $499/month plus 15,000 additional queries Pro covers 10,000 pooled queries and 50 accounts; get overage rate for 25 clients

The calculations use the official sources above, checked 5 October 2026. They are selected configurations, not claims that each provider’s cheapest possible configuration has been found. Annual discounts, different models, or negotiated plans can change the result.

How the calculations work

Stammer’s five included chat agents leave five additional agents at 10 clients. Its platform subtotal is $99 + (5 × $10) = $149. At 25 clients, $99 + (20 × $10) = $299. Get the model and reply-volume charge before treating either as a monthly budget.

CustomGPT Premium includes 5,000 queries. At 10 clients, the assumed 10,000 queries require two additional 2,500-query packs: $499 + (2 × $375) = $1,249. At 25 clients, eight packs cover the extra 20,000 queries: $499 + (8 × $375) = $3,499. These are branded-agent calculations, subject to the access and contract checks in the table.

GoHighLevel’s selected subscription route is $297 + (10 × $50) = $797, or $297 + (25 × $50) = $1,547. The AI pricing documentation, checked 5 October 2026, defines the included response allowance. Pay-per-use tokens are an alternative that may cost less for light workloads. Agency Pro adds $200/month to these selected configurations if you need its SaaS automation.

BotSailor’s minimum 20 billable Member accounts produces a $45 account charge even at 10 active accounts. At 25, the account charge is 25 × $2.25 = $56.25. Subscriber charges apply above its 500,000 free tier; AI tokens need a separate budget.

Robofy’s assumed usage is 10,000 × 60 = 600,000 credits or 25,000 × 60 = 1,500,000 credits. Both fit their selected plans before other credit-consuming work. Annual fees divided by 12 produce the equivalents shown; you still pay the annual fee upfront.

WhatsApp and voice costs

Price each channel separately before adding it to a client package. Ask for AI usage, channel access, phone-number rental, telephony, and any Meta charges as separate lines. A published voice allowance does not establish that every cost of a phone call is included.

Provider WhatsApp budgeting Voice budgeting
Robofy Supported; confirm external channel charges for the client’s setup 600 credits per AI minute from the shared pool; own Twilio number for phone calls, with separate Twilio charges
Stammer Integration listed; confirm channel/provider charges Five voice agents in Pro; additional agents and model-dependent call usage charged separately
GoHighLevel $10/month per sub-account for integration; underlying messaging charges additional Growth includes 100 AI minutes per enabled account; phone-system charges still apply
BotPenguin Channel availability changes by tier; quote the AI-enabled package Voice agents activate on King/Emperor; quote tier and usage
Insighto WhatsApp supported; confirm allowance and external charges Starter includes 1,000 pooled minutes; Pro includes 3,000; quote excess and telephony
Botsonic / SiteGPT / BotSailor WhatsApp listed; request the agency channel tariff Obtain a voice quote or confirm the required integration
Chatbase / CustomGPT / Chipp Confirm WhatsApp deployment and fees for the chosen arrangement Confirm voice entitlement, usage tariff and phone costs

Channel facts use the linked pricing sources above. Insighto also describes its channels in its official documentation, checked 5 October 2026. “Confirm” means this comparison has not established a complete tariff for that arrangement.

Other costs to put in your budget

Training can consume the same credits as live chat. A client who replaces a large document library every week may use more allowance than one with a short, stable FAQ. Check file limits, storage, retraining charges, and whether failed requests or test conversations count.

Client access can add costs too. Count the people who need to edit agents, review conversations, or manage billing. Ask whether seats belong to your agency, each client, or the whole account. Check the price of additional domains and branded email or invoices if those are part of your offer.

Finally, include your work. Someone needs to clean source material, test answers, fix gaps, review conversations, and respond when a client changes a policy. Use the AI chatbot services pricing guide to build setup and maintenance into the amount you charge.

Where Robofy fits

Robofy’s annual reseller plans combine client capacity with a shared credit pool for website chat, WhatsApp, voice and training. The selected 10-client scenario costs about $6.66 per client per month in platform fees; at 25 clients it is about $4.00. Those amounts exclude your delivery costs and external channel bills.

At 25 clients, the assumed text workload leaves 100,000 Enterprise credits for other activity. Voice or frequent retraining can exceed that balance. A $20 top-up adds 200,000 non-expiring credits. Set a usage budget before promising a client a fixed monthly package.

The current reseller pages give inconsistent descriptions of which plans include a custom domain. Confirm that entitlement before buying. You can review the reseller program and published plans for the current offer.

An agency that also needs a full marketing CRM, custom development, or a different client billing workflow should price those requirements alongside its chatbot workload.

How to choose a provider

Shortlist two or three providers using the white label chatbot platform checklist. Send each the same request: client count, one agent per client, expected replies, model requirements, client logins, branding, and the channels you will sell.

Ask for the normal bill, a bill at twice the expected usage, and the cost to add five clients. Then test the same client documents and questions in each platform. Review answer accuracy, human handoff, usage reporting, and the steps your agency must complete to onboard a client.

Keep the quote and test results together. They give you a basis for choosing the provider and writing the limits into your own service agreement.

Frequently asked questions

How much does a white label AI chatbot cost?

The fee depends on branding scope, client capacity and usage. The tables show published entry commitments and worked configurations. Request a workload quote whenever model costs, resource rates or client access remain unspecified.

Which platforms charge per client?

GoHighLevel’s selected AI subscription charges per enabled sub-account. Other providers can charge per agent or limit client accounts by plan. Check both client and agent limits when one business needs several agents.

Is white labeling an extra fee?

Sometimes. Chipp separates full platform branding from its base subscription. Botsonic and Chatbase publish branding-removal add-ons. Compare exactly what each add-on changes, including the login, dashboard, widget and client emails.

Which provider is cheapest for 20 clients?

This comparison cannot establish a universal winner because several agency and usage prices require quotes. Recalculate with your own model, workload, branding and channel requirements, including any annual commitment.

Do unlimited clients mean unlimited AI replies?

No. Client capacity and usage allowances are separate. Check credit pools, token bills, overage rates, fair-use terms and what happens when an allowance runs out.

Can I use these platform costs as my client prices?

Add onboarding, support, ongoing training, reporting and your margin. Also set a usage allowance and an agreed process for extra charges. Your platform bill covers only part of the service you deliver.

Compare reseller plans

Use your expected client count and text, WhatsApp and voice usage to compare Robofy reseller plans. You can also try Robofy or book a demo to check the client workflow before choosing a plan.

You’ve reached the end of the article.

Milan Motavar

Written by

Milan Motavar

Founder of Robofy · Nearly 20 years building digital products

Milan Motavar is the founder of Sprouto InfoSolutions, the company behind Robofy. He has spent nearly two decades building SaaS products, including six years as Lead Product Manager (Technical) at Mastercard, and has been building AI chatbots and AI agents for more than three years. He writes about white label AI, chatbot pricing and how agencies can turn AI agents into recurring revenue.

  • SaaS product strategy
  • AI chatbots and agents
  • WhatsApp Business API
  • White label and reseller models
  • Pricing and go-to-market
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