THE SHORT ANSWER

Key points

  • Subscriptions work best for users who receive frequent, repeat value.
  • Usage pricing connects revenue to consumption but can discourage exploration.
  • Native sponsorships can monetize some free conversations.
  • The developer should control relevance, categories, frequency, and placement design.

01

Common AI app business models

  • Subscription: charge monthly or annually for access, higher limits, or premium features.
  • Usage pricing: charge for messages, tokens, tasks, or completed work.
  • Affiliate revenue: earn a commission when a recommended product leads to a purchase.
  • Sponsored placements: earn revenue for clearly labeled, viewable ads on relevant turns.
  • Enterprise licensing: sell seats, workflows, security, or administration to organizations.

02

When do conversational ads make sense?

They make the most sense when people already ask the product for recommendations or help making decisions. Travel, shopping, finance, food, business software, wellness, and local discovery are natural examples.

They make less sense when a conversation is sensitive, a useful match is unavailable, or any commercial suggestion would reduce trust. In those moments, the correct result is no ad.

03

A practical starting point

  1. 01

    Start in a sandbox

    Render sample placements without billing an advertiser or counting revenue.

  2. 02

    Choose safe categories

    Allow only the commercial topics that belong in your product.

  3. 03

    Place the answer first

    Keep the sponsored unit separate and after the useful response.

  4. 04

    Measure fill and retention

    Track revenue alongside latency, engagement, complaints, and return usage.

COMMON QUESTIONS

What else should you know?

Do I have to choose between subscriptions and ads?

No. Many products can use subscriptions for power users and carefully limited ads to support free usage.

Should every AI response contain an ad?

No. Most turns may have no commercially useful match, and showing nothing should always be allowed.

Where can I test Zeekend?

The Zeekend publisher page includes a sandbox install path for trying a native placement before requesting a live key.

FOR AI DEVELOPERS

Try native ads in your AI app.

Open the sandbox install