optimize_tiktok_budget

TikTok Ads Read

Optimize TikTok budget allocation using linear programming to maximize conversions

Endpoint

POST https://api.adspirer.ai/api/v1/tools/optimize_tiktok_budget/execute

Headers

Description

Optimize TikTok budget allocation using linear programming to maximize conversions. Returns: current vs optimized allocation, expected conversion lift, campaigns to scale/reduce/pause/maintain. When to use: "Optimize my TikTok budget", "How should I allocate TikTok spend?", "TikTok budget recommendations" Parameters: - total_budget: REQUIRED — total monthly budget to allocate - target_roas: optional override (default uses historical avg or 2.0x) - max_change_percentage: 0.3 (conservative) to 0.7 (aggressive), default 0.5

Request body

All tool arguments are wrapped in an arguments object.

FieldTypeDescription
total_budgetnumber requiredTotal monthly budget to allocate
lookback_daysinteger optionalDays to analyze for historical performance default: 30
target_roasnumber optionalTarget ROAS override
max_change_percentagenumber optionalMax budget change per campaign (0.3=conservative, 0.7=aggressive) default: 0.5
min_daily_budgetnumber optionalMinimum daily budget per campaign default: 5.0
advertiser_idstring optionalTikTok advertiser ID. Required for multi-account users. Get from list_connected_accounts.
start_datestring optionalStart date YYYY-MM-DD
end_datestring optionalEnd date YYYY-MM-DD
raw_databoolean optionalIf true, return ONLY raw metrics as a JSON code block (no severity labels, suggested bids/budgets, industry benchmarks, or optimization recommendations). Use when you run your own attribution model or want to minimize token usage. default: false

Example request

{
  "arguments": {
    "total_budget": 1.0,
    "lookback_days": 30,
    "target_roas": 1.0,
    "max_change_percentage": 0.5,
    "min_daily_budget": 5.0,
    "advertiser_id": "string",
    "start_date": "string"
  }
}

Example responses

200 — Success

{
  "success": true,
  "data": {
    "text": "(tool-specific textual output for optimize_tiktok_budget)",
    "quota": {
      "used": 42,
      "limit": 150,
      "tier": "plus",
      "period_end": "2026-05-01"
    }
  },
  "tool": "optimize_tiktok_budget"
}

400 — Tool-level error (bad arguments / multi-account selection)

{
  "success": false,
  "error": "You have 25 meta_ads accounts connected. Please specify which account to use by passing the ad_account_id parameter:\n  - Acme Holdings (ad_account_id=\"act_123456789\")\n  - Acme EU (ad_account_id=\"act_987654321\")",
  "is_error": true,
  "tool": "optimize_tiktok_budget"
}

402 — Quota exhausted

{
  "success": false,
  "error": "\ud83d\udea8 Monthly limit reached (150/150 tool calls on Plus tier).\nUpgrade to Pro at https://adspirer.ai to keep building.",
  "is_error": true,
  "tool": "optimize_tiktok_budget",
  "quota": {
    "used": 150,
    "limit": 150,
    "tier": "plus",
    "period_end": "2026-05-01",
    "upgrade_url": "https://adspirer.ai"
  }
}

Try it live


Adspirer REST API — get an API key at adspirer.ai/keys · adspirer.ai