openai_ads_conversions
ATTRIBUTED CONVERSIONS for ChatGPT Ads — the number the whole pixel + conversion-event setup exists to produce, beyond what openai_ads_report shows: that report carries conversions and CPA for the account, a campaign, ad group or ad, while this tool adds the click-through / view-through split, to...
This record as markdown: /tools/hermoso/openai-ads-conversions.md
What openai_ads_conversions does on Hermoso
AI agents use openai_ads_conversions to create or update resources in Hermoso, usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Hermoso environment.
Why openai_ads_conversions is rated Medium
An AI agent can call openai_ads_conversions faster than any human can review: one bad instruction and it creates or modifies resources in Hermoso by the hundred, each call as confident as the last.
Attacks that exploit this kind of access
The rule that runs openai_ads_conversions safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Hermoso, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For openai_ads_conversions, this is the rule to start with:
openai_ads_conversions stays usable, but capped: an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Hermoso, apply this rule, and every openai_ads_conversions call is checked against it from then on.
Questions about openai_ads_conversions
ATTRIBUTED CONVERSIONS for ChatGPT Ads — the number the whole pixel + conversion-event setup exists to produce, beyond what openai_ads_report shows: that report carries conversions and CPA for the account, a campaign, ad group or ad, while this tool adds the click-through / view-through split, totals per id across many ids, and the received-event sample. Pass entityIds — the campaign / ad group / ad ids to report on — with a matching level; the default window is the last 30 days. NEVER ADD viewThroughConversions TO conversions: since OpenAI’s 2026-09-30 change conversions already counts click-through PLUS view-through goal conversions within the chosen windows (their example: 3 click-through and 2 view-through give conversions 5), and the rows and totals carry clickThroughConversions and viewThroughConversions as its two parts. Post-click conversion rate stays click-through only. NO ROWS means no attributed conversion was recorded, not that data is missing — say exactly that, and check that an event setting exists (list_openai_ads_conversion_events) and that its pixel snippet is actually live on the site. RECEIVED EVENTS: pass recentEvents:true (no ids needed) to read a recent SAMPLE of the events OpenAI actually received on the pixel — type, event time, receive time, API channel and the event id — which answers. It is categorised as a Write tool in the Hermoso MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Hermoso MCP server in PolicyLayer and add a rule for openai_ads_conversions: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Hermoso. Nothing to install.
openai_ads_conversions is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the openai_ads_conversions rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for openai_ads_conversions. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
openai_ads_conversions is provided by the Hermoso MCP server (https://app.hermoso.ai/mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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