apply_change
ChatGPTExecute a proposal from any propose_* tool after the user confirms it. Server-side budget hard-limits still apply. Returns the result and whether it can be undone.
Overview
Toffu connects ChatGPT to your company's Google Ads and Meta Ads accounts. See campaign performance across your ad accounts in one table and check your account's rules and connected accounts. List campaigns, ad sets and ads, and create, update, pause or delete them. Every change is staged first: Toffu shows you a preview, and nothing reaches your ad account until you confirm. Google Ads and Meta Ads support the full set of actions. Other ad platforms connected in Toffu (such as LinkedIn, Microsoft, TikTok, Pinterest, Reddit and X Ads) can be listed and support the changes their platforms allow; Toffu tells you when an action is not available on a platform. For marketers and agencies with a Toffu account. Toffu only accesses the workspace you approve when connecting.
Tools
get_account_context
ChatGPTCall FIRST before analyzing or changing this company. Returns the owner's standing rules (conversion events, funnel data sources, targets, currency, scope), knowledge-base sheets/docs, skills, and connected ad accounts. These rules override your defaults.
list_ad_sets
ChatGPTList ad sets on one connected ad platform. Read-only. Ad set = Meta ad set, Google/Microsoft/TikTok/Pinterest/Reddit/ChatGPT ad group, X or DV360 line item, LinkedIn campaign (LinkedIn's campaign group is the campaign).
list_ads
ChatGPTList ads on one connected ad platform. Read-only.
list_campaigns
ChatGPTList campaigns on one connected ad platform: ids, names, status. Read-only.
propose_create_ad
ChatGPTStage a new ad. Does NOT change the account: returns proposal_id and a preview. Show the preview; call apply_change(proposal_id) only after the user confirms.
propose_create_ad_set
ChatGPTStage a new ad set. Does NOT change the account: returns proposal_id and a preview. Show the preview; call apply_change(proposal_id) only after the user confirms. Ad set = Meta ad set, Google/Microsoft/TikTok/Pinterest/Reddit/ChatGPT ad group, X or DV360 line item, LinkedIn campaign (LinkedIn's campaign group is the campaign).
propose_create_campaign
ChatGPTStage a new campaign (paused where the platform allows). Does NOT change the account: returns proposal_id and a preview. Show the preview; call apply_change(proposal_id) only after the user confirms.
propose_delete_ad
ChatGPTStage deleting an ad. Applying it is permanent. Does NOT change the account: returns proposal_id and a preview. Show the preview; call apply_change(proposal_id) only after the user confirms.
propose_delete_ad_set
ChatGPTStage deleting an ad set. Applying it is permanent. Does NOT change the account: returns proposal_id and a preview. Show the preview; call apply_change(proposal_id) only after the user confirms.
propose_delete_campaign
ChatGPTStage deleting a campaign. Applying it is permanent. Does NOT change the account: returns proposal_id and a preview. Show the preview; call apply_change(proposal_id) only after the user confirms.
propose_update_ad
ChatGPTStage a change to an existing ad. Does NOT change the account: returns proposal_id and a preview. Show the preview; call apply_change(proposal_id) only after the user confirms.
propose_update_ad_set
ChatGPTStage a change to an existing ad set. Does NOT change the account: returns proposal_id and a preview. Show the preview; call apply_change(proposal_id) only after the user confirms.
propose_update_campaign
ChatGPTStage a change to an existing campaign. Does NOT change the account: returns proposal_id and a preview. Show the preview; call apply_change(proposal_id) only after the user confirms.
query_campaign_performance
ChatGPTCampaign performance across ALL connected ad platforms (Google, Meta, LinkedIn, ChatGPT, Microsoft, Reddit, TikTok, Pinterest, X, Taboola, Outbrain, DV360, CM360, Teads, KWAY, RTB House), merged into one normalized table.
Capabilities
Writes
Example Prompts
Click any prompt to copy it.
