Question 1

How is this different from ChatGPT or Perplexity answering questions about our reporting?

Accepted Answer

Those tools answer from the open web, sometimes including your reporting, sometimes not, and never in your voice. Let's Talk.AI answers only from your own archive, inside your own page, in a voice that matches your brand.

Question 2

Does this replace our CMS?

Accepted Answer

No. It's a plug-in layer that sits inside your existing article template, and it doesn't touch your publishing workflow or content management system.

Question 3

How long does integration take?

Accepted Answer

Typically weeks, not quarters: one scoped SDK integration into your existing article template. We map the exact timeline to your stack during the demo.

Question 4

Whose voice do readers hear?

Accepted Answer

Yours. You provide a reference voice sample and Acclaim, the voice-AI engine behind Let's Talk.AI, matches it, so readers hear your brand, not a generic assistant.

Question 5

Is our content used to train third-party AI models?

Accepted Answer

No. Your archive is used only to ground answers inside your own product. It isn't sent to train outside models, and your data stays yours.

Question 6

What does it cost?

Accepted Answer

Pricing is tailored to each publisher's archive size and integration scope. Book a demo and we'll work out a quote together.