Openai ads
Plan and manage OpenAI Ads (ChatGPT ads) campaigns end-to-end via the Hyper MCP — API-key auth, account discovery, geo targeting, image upload, chat_card and product-feed creatives, custom audiences, conversion tracking, status flow, and insights, with integer-micros money values. Use when the user wants to launch OpenAI ads, ChatGPT ads, chat card ads, manage OpenAI ad groups or audiences, or pull OpenAI Ads insights.From its SKILL.md
npx -y skills add hyperfx-ai/marketing-skills --skill openai-adsAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
2 things to look at
- runs commandsInstructs the agent to run 6 commands, including `openai_ads_ad_accounts_get()` and 5 more.
- fetches URLsInstructs the agent to fetch 1 URL, including https://api.ads.openai.com/v1.
SKILL.md
7.4 KB, ~1.7k tokens by cl100k_base, as published. Nobody here has run it
OpenAI Ads Campaigns
Strategic guide for managing the OpenAI Advertiser API. All operations go
through https://api.ads.openai.com/v1.
Requirements
- Hyper MCP installed and connected. https://app.hyperfx.ai/mcp
- OpenAI Ads integration connected (an OpenAI Ads API key, scoped to one ad account) at https://app.hyperfx.ai/apps.
If openai_ads_ad_accounts_get is not in the tool list, stop and tell the user to enable Hyper MCP and connect OpenAI Ads. After connecting, openai_ads_health_check() verifies the key — if connected=false, the API key is missing, invalid, or expired.
Out of scope — defer to other skills
- Creative generation (ad imagery, copy) →
ad-creative-generation/image-generation. - Cross-platform campaign launches → use this skill for OpenAI Ads, then invoke
meta-ads/google-adsseparately.
Critical Rules
CRITICAL: Auth is bearer API-key auth, not OAuth. One Ads API key is scoped to exactly one ad account. There is no
list ad accountsendpoint;openai_ads_ad_accounts_getreturns the connected account for that key.
CRITICAL: All money values on inputs are integer micros.
$1.00 = 1_000_000micros.$50/day = 50_000_000. Thedaily_spend_limit_microsminimum is1_000_000($1). The ad groupmax_bid_microsis capped at100_000_000($100). Insights responses use plain floats in account currency, not micros.
CRITICAL: Always create campaigns, ad groups, and ads with
status="paused". Surface what was created to the user, then activate using the dedicated activate endpoint after approval.
CRITICAL: Ads have
review_status. New ads enterin_reviewand will not serve untilreview_status="approved", even ifstatus="active".
CRITICAL:
chat_cardcreatives requiretarget_urlandfile_id. Upload the image first viaopenai_ads_images_upload, then pass the returnedfile_idtoopenai_ads_create. PNG, 1024x1024, <= 1 MB.
IMPORTANT: Creative types are
chat_cardandproduct_ad_template. Product-ad templates get image and destination URL from the selected product feed item, so they do not requirefile_idortarget_url.
IMPORTANT: Campaign
bidding_typecan beimpressionsorclicks. Ad groupbilling_event_typecan beimpressionorclick.
Tool surface
| Job | Tools |
|---|---|
| Account | openai_ads_ad_accounts_get, openai_ads_update_ad_account, openai_ads_activate_ad_account, openai_ads_pause_ad_account, openai_ads_health_check |
| Campaigns | openai_ads_campaigns_create, openai_ads_campaigns_get, openai_ads_campaigns_list, openai_ads_campaigns_update, openai_ads_campaigns_pause, openai_ads_campaigns_activate, openai_ads_campaigns_archive |
| Ad groups | openai_ads_ad_groups_create, openai_ads_ad_groups_get, openai_ads_ad_groups_list, openai_ads_ad_groups_update, openai_ads_ad_groups_pause, openai_ads_ad_groups_activate, openai_ads_ad_groups_archive |
| Ads | openai_ads_create, openai_ads_get, openai_ads_list, openai_ads_update, openai_ads_pause, openai_ads_activate, openai_ads_archive |
| Images & targeting | openai_ads_images_upload, openai_ads_search_geo_locations |
| Audiences | openai_ads_create_custom_audience, openai_ads_create_custom_audience_upload, openai_ads_get_custom_audience, openai_ads_list_custom_audiences, openai_ads_archive_custom_audience |
| Conversions | openai_ads_create_conversion_pixel, openai_ads_create_conversion_api_key, openai_ads_create_conversion_event_setting, openai_ads_list_conversion_event_settings, openai_ads_get_conversion_insights |
| Insights | openai_ads_account_insights_get, openai_ads_campaign_insights_get, openai_ads_ad_group_insights_get, openai_ads_insights_get |
| Cache snapshot | openai_ads_cache, openai_ads_caches_get, openai_ads_caches_refresh |
Phase 1: Account Discovery
Run these after connect:
openai_ads_ad_accounts_get()
openai_ads_campaigns_list(limit=100)
openai_ads_list_custom_audiences(limit=100)
openai_ads_list_conversion_event_settings(limit=100)
The connect-time context builder may have already populated a cached snapshot. Prefer:
openai_ads_caches_get()
If success=False because the cache is empty, refresh once:
openai_ads_caches_refresh()
Phase 2: Plan and Confirm
Before creating anything, confirm with the user:
- Objective in plain language.
- Daily and/or lifetime budget in account currency.
- Target geos: simple country codes like
["US", "GB"], or location IDs fromopenai_ads_search_geo_locations. - Any custom audiences to include or exclude.
- Whether this is a normal
chat_cardcampaign or a product-feed campaign. - Headline (
title, <= 50 chars), body (<= 100 chars), and click-through URL forchat_card. - One image asset for
chat_card, either a public URL or a base64 blob. - Max bid in micros (
max_bid_micros; for example2_000_000). - Optional
context_hints, short natural-language phrases that describe when the ad should show. - Optional conversion event setting IDs to attach to the campaign.
If anything is missing, ask. Do not invent budgets, geos, or copy.
All reference files live in
references/. Read them atreferences/<file>(e.g.references/campaign-creation.md).
Routing table
| The user wants to… | Read these files first |
|---|---|
| Launch a chat card or product-feed campaign | Phases 1–2 above → references/campaign-creation.md |
| Target regions / DMAs / custom geo | references/campaign-creation.md — Geo Targeting |
| Create or manage custom audiences | references/audiences-and-conversions.md |
| Set up conversion tracking (pixel, API key, event settings) | references/audiences-and-conversions.md |
| Activate after review | references/campaign-creation.md — Activation |
| Pull insights / manage status / refresh the cache snapshot | references/insights-and-operations.md |
Safety Rules
Never:
- Pass dollar amounts directly. All money inputs are micros.
- Activate a campaign, ad group, ad, or account without explicit user approval.
- Skip image upload for a
chat_card; it needs a realfile_id. - Use geo exclusions; use included geos and audience exclusions instead.
- Assume an ad is delivering just because
status="active". Always checkreview_status. - Treat
archiveas reversible. - Promise paid traffic on a new ad. New ads sit in
review_status="in_review"until OpenAI approves them.
What ships with it: 3 files
7.1 KB alongside SKILL.md
references/
Gives 0 of the 12 instructions most product growth skills give in ~1.7k tokens
Counted across 694 of the 879 authors here whose files we hold, read 2026-09-06
- Check for product marketing context firstin 49 of 694, across 20 files
- Validate the why before building featuresin 18 of 694, across 4 files
- Respond to every comment in real-timein 17 of 694, across 6 files
- Structure launch marketing across three channel typesin 16 of 694, across 4 files
- Recruit early users one-on-onein 13 of 694, across 2 files
- Ask one question at a timein 13 of 694
- Rank features using ICE scoringin 12 of 694, across 3 files
- Identify primary conversion goalin 11 of 694, across 3 files
- Identify traffic contextin 11 of 694, across 3 files
- Evaluate headline effectivenessin 11 of 694, across 3 files
- Check visual hierarchy and scannabilityin 11 of 694, across 3 files
- Run product diagnosticsin 11 of 694, across 3 files
Said here and by no other author read
- Upload chat card images first
- Check review status for delivery
Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.