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Get Started Free →Generate a high-converting ad creative set — hero image, ad copy variations, and platform-optimized crops for Meta, Google Display, and LinkedIn.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-12 | ✗→✓ | ▲ Improved | -18% | 0% |
| case-13 | ✗→✓ | ▲ Improved | 6% | 0% |
| case-15 | ✗→✓ | ▲ Improved | 403% | 0% |
| case-16 | ✗→✓ | ▲ Improved | 254% | 0% |
| case-20 | ✗→✓ | ▲ Improved | -7% | 0% |
Generate a high-converting ad creative set — hero image, ad copy variations, and platform-optimized crops for Meta, Google Display, and LinkedIn.
| Name | Type | Required | Default | Description | |:---|:---|:---|:---|:---| | product_or_service | text | yes | — | What is being advertised (e.g. "SaaS project management tool for remote teams"). | | target_audience | text | yes | — | Who the ad is for (e.g. "startup founders aged 25–40, tech-savvy"). | | campaign_goal | text | no | awareness | Campaign objective — "awareness", "consideration", or "conversion". | | tone | text | no | professional, clean, modern | Creative tone and visual style (e.g. "bold and disruptive", "luxury minimal", "friendly and approachable"). | | product_image | image_url | no | — | Optional product or brand image URL already in the session. |
This skill has TWO phases. Phase A creates the hero concept for approval; Phase B fans out to platform formats.
Submit ONE the plan with:
muapi image generate (model=nano-banana-pro) or muapi image edit (model=nano-banana-pro-edit) if {{product_image}} is provided:{{tone}}, advertising photography, clean background, product focus, ultra detailed, commercial quality.After the plan executes, present the hero asset and 3 ad copy variations:
Each variation includes: Headline (6 words max), Body (20–30 words), CTA button text.
Ask which copy variation to use for Phase B. Wait for user confirmation.
Once the user picks a copy direction, submit a SECOND the plan with parallel crops:
muapi image edit → 1:1 (Facebook/Instagram feed, 1080×1080)muapi image edit → 9:16 (Story/Reels, 1080×1920)muapi image edit → 1.91:1 (Facebook feed wide, 1200×628)muapi image edit → 1:1 (LinkedIn feed, same as FB)For each crop:
Return one asset per format with the recommended copy overlay placement for each.
campaign_goal is "conversion", emphasize urgency and direct CTA in copy.campaign_goal is "awareness", prioritize visual impact over text density.product_image via $nX.url syntax in Phase B nodes to ensure consistency.ad creative, advertisement, facebook ad, meta ad, google ad, linkedin ad, paid ad, ad banner, display ad
muapi CLI commands. Use muapi auth configure first if MUAPI_API_KEY is unset.curl -X POST https://api.muapi.ai/api/v1/<endpoint> -H "x-api-key: $MUAPI_API_KEY" -H 'content-type: application/json' -d '{...}' and poll with muapi predict wait <request_id>.{{input_name}} placeholders with the user's actual inputs before issuing each call.Other measured skills in the registry, with their headline benchmark lift.