The unit of work is the client, not a widget.

A chatbot builder can prove a demo. It rarely gives an agency a portfolio, a client portal, channel deployments, handover, and a monthly report the client will recognise as work. Kuga is the operating layer for that service.

KugaClient

Knowledge, deployments, conversations, and a plan attached to one account you can invoice.

A builderWidget

A bot or project you can demo in an afternoon, then invent the retainer around.

Best for.

Two different jobs.

Kuga

  • Repeatable client delivery across a portfolio
  • White-label chat, portal, and reporting
  • Website Chat plus WhatsApp, Instagram, and AI Forms on the same client

generic chatbot builders

  • A one-off experiment on a single site
  • An internal prototype with no client to invoice
  • A project where nobody needs to manage the next ten clients

Side by side.

Inspect the other product on its own site before you brief a client.

QuestionKugageneric chatbot builders
Unit of workThe client, with deployments attachedUsually a bot, widget, or project
BrandAgency identity on the surfaces the client seesOften a vendor badge, or branding as an add-on
After launchConversations, Contact Requests, handover, insightsManual review, if the builder offers a transcript
Commercial fitPer live client plans the agency can mark upPriced around a single bot or message pack
Tenth clientAnother workspace in the same agency loginAnother project, another login, another improvised retainer

Other comparisons

Same question, different alternative.

Sell the service.

Keep the infrastructure.

Create an agency workspace
Start with a client