OpenAI Ads Campaigns

SkillMedia

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.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the OpenAI Ads Campaigns skill

What this skill tells your AI

The instructions your AI receives, as published by hyperfx-ai/marketing-skills in skills/openai-ads/SKILL.md and read by ahel’s review.

Strategic guide for managing the OpenAI Advertiser API. All operations go through https://api.ads.openai.com/v1.

Requirements

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-ads separately.

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 accounts endpoint; openai_ads_ad_accounts_get returns the connected account for that key.

CRITICAL: All money values on inputs are integer micros. $1.00 = 1_000_000 micros. $50/day = 50_000_000. The daily_spend_limit_micros minimum is 1_000_000 ($1). The ad group max_bid_micros is capped at 100_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 enter in_review and will not serve until review_status="approved", even if status="active".

CRITICAL: chat_card creatives require target_url and file_id. Upload the image first via openai_ads_images_upload, then pass the returned file_id to openai_ads_create. PNG, 1024x1024, <= 1 MB.

IMPORTANT: Creative types are chat_card and product_ad_template. Product-ad templates get image and destination URL from the selected product feed item, so they do not require file_id or target_url.

IMPORTANT: Campaign bidding_type can be impressions or clicks. Ad group billing_event_type can be impression or click.

Tool surface

JobTools
Accountopenai_ads_ad_accounts_get, openai_ads_update_ad_account, openai_ads_activate_ad_account, openai_ads_pause_ad_account, openai_ads_health_check
Campaignsopenai_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 groupsopenai_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
Adsopenai_ads_create, openai_ads_get, openai_ads_list, openai_ads_update, openai_ads_pause, openai_ads_activate, openai_ads_archive
Images & targetingopenai_ads_images_upload, openai_ads_search_geo_locations
Audiencesopenai_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
Conversionsopenai_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
Insightsopenai_ads_account_insights_get, openai_ads_campaign_insights_get, openai_ads_ad_group_insights_get, openai_ads_insights_get
Cache snapshotopenai_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 from openai_ads_search_geo_locations.
  • Any custom audiences to include or exclude.
  • Whether this is a normal chat_card campaign or a product-feed campaign.
  • Headline (title, <= 50 chars), body (<= 100 chars), and click-through URL for chat_card.
  • One image asset for chat_card, either a public URL or a base64 blob.
  • Max bid in micros (max_bid_micros; for example 2_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 at references/<file> (e.g. references/campaign-creation.md).

Routing table

The user wants to…Read these files first
Launch a chat card or product-feed campaignPhases 1–2 above → references/campaign-creation.md
Target regions / DMAs / custom georeferences/campaign-creation.md — Geo Targeting
Create or manage custom audiencesreferences/audiences-and-conversions.md
Set up conversion tracking (pixel, API key, event settings)references/audiences-and-conversions.md
Activate after reviewreferences/campaign-creation.md — Activation
Pull insights / manage status / refresh the cache snapshotreferences/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 real file_id.
  • Use geo exclusions; use included geos and audience exclusions instead.
  • Assume an ad is delivering just because status="active". Always check review_status.
  • Treat archive as reversible.
  • Promise paid traffic on a new ad. New ads sit in review_status="in_review" until OpenAI approves them.

Signals

GitHub stars
86
Forks
15
Last commit
Sep 2026

ahel review

  • S4info
    community integration — published by hyperfx-ai, not openai

Automated review, not a security audit. Ruleset v1.

Advanced
Catalog kind
skill
Gateway key
openai-ads
Source
github.com/hyperfx-ai/marketing-skills