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Important and Disclaimers

This page covers critical notes that should be understood before production use.

Acknowledgment is required for full cycle completion​

  • acknowledge and acknowledge_async are not optional for complete production integration.
  • They finalize the ad workflow cycle after the model response is produced.
  • This confirmation step is part of how publisher ad-placement opportunity is accounted for.

Privacy and data-protection model​

  • The final model response text is sent to the Adstract backend as part of the acknowledgment flow for compliance verification.
  • Adstract uses this text to verify that ad content was delivered correctly and that reporting integrity is maintained.
  • Derived metrics and tracking metadata are also collected as part of this flow.
  • Adstract does not save the final llm_response in any form.
  • The response text is used only during acknowledgment processing.

Operational recommendation​

  • Always call acknowledge or acknowledge_async after receiving final model output when enhancement succeeded.
  • Treat acknowledgment as a required production path, not a debug-only step.

Compliance and enforcement​

  • Adstract continuously monitors platform behavior and reporting integrity.
  • False reporting is treated as a severe violation.
  • Violations include cases such as reporting ad placement and then programmatically removing ad content from the final response.
  • Severe violations can result in account/platform bans and legal action.

Terms and conditions​

For full policy details, see our Terms and Conditions: