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AI Data Access

The AI reads already-exported LightLead data (the viewer matrix from the sheet / snapshot), rather than going live against every Ads API "in real time."

Which sources

Only connectors that are actually connected to the workspace and present in the product:

  • Ads: Meta Ads, Google Ads, TikTok Ads, Meta Pages, Instagram Insights
  • CRM: Bitrix24, Kommo, Pipedrive, HubSpot, HighLevel, KeyCRM, LP CRM
  • Attribution: attribution report snapshot (Agency+ plan)

No connectors: LinkedIn Ads, VK Ads, Yandex Direct, MyTarget, Telegram Ads — the AI doesn't see these either.

How it works

  1. A natural-language question
  2. The agent selects a skill (query / compare / refresh / attribution.explain / …)
  3. Data is pulled from the matrix of existing reports (and the attribution snapshot where applicable)
  4. The answer is built from these rows

Limitations

  • An existing report / data on the sheet is required — the AI won't populate an "empty workspace"
  • Attribution.explain — only on Agency+ and only with attribution configured
  • reports.refresh — enqueues a refresh of a regular report (HITL), not attribution and not create-from-scratch

Maintained by the LightLead Documentation Team · Last verified: 2026-07-26