Actions119
- Analyze Search Terms
- Analyze Wasted Spend
- Explain Performance Anomaly
- Get Benchmark Context
- Get Business Profile
- Get Campaign Performance
- Get Campaign Structure
- Get Campaign Targeting
- Get Pmax Audience Signals
- Get Pmax Search Themes
- Get Usage Status
- Help User Upload
- Infer Business Profile
- List Campaign Extensions
- List Campaigns
- Optimize Budget Allocation
- Pause Ad
- Pause Campaign
- Remove Pmax Audience Signal
- Resume Ad
- Resume Campaign
- Save Business Profile
- Search Audiences
- Select Google Campaign Type
- Update Bid Strategy
- Update Campaign
- Update Keyword
- Validate Video
- Analyze Meta Ad Performance
- Analyze Meta Audiences
- Analyze Meta Wasted Spend
- Browse Meta Targeting
- Detect Meta Creative Fatigue
- Discover Meta Assets
- Duplicate Meta Campaign
- Explain Meta Anomaly
- Get Meta Ad Creatives
- Get Meta Audience Insights
- Get Meta Campaign Details
- Get Meta Campaign Performance
- Get Meta Lead Form Submissions
- List Meta Ad Sets
- List Meta Ads
- List Meta Campaigns
- List Meta Custom Audiences
- List Meta Instagram Accounts
- List Meta Lead Forms
- List Meta Pixels
- Optimize Meta Budget
- Optimize Meta Placements
- Pause Meta Campaign
- Resume Meta Campaign
- Select Meta Campaign Type
- Update Meta Ad
- Update Meta Campaign
- Add Linkedin Creative
- Add Linkedin Text Creative
- Add Linkedin Video Creative
- Analyze Linkedin Creative Performance
- Analyze Linkedin Wasted Spend
- Associate Linkedin Conversion
- Delete Linkedin Creative
- Discover Linkedin Assets
- Explain Linkedin Anomaly
- Explain Linkedin Objectives
- Generate Linkedin Ad Creatives
- Get Linkedin Campaign Performance
- Get Linkedin Campaign Structure
- Get Linkedin Campaign Targeting
- Get Linkedin Engagement Metrics
- Get Linkedin Organizations
- List Linkedin Campaign Groups
- List Linkedin Campaigns
- List Linkedin Conversions
- List Linkedin Creatives
- Manage Linkedin Conversions
- Optimize Linkedin Budget
- Pause Linkedin Campaign
- Pause Linkedin Creative
- Resume Linkedin Campaign
- Resume Linkedin Creative
- Search Linkedin Targeting
- Select Linkedin Campaign Type
- Update Linkedin Campaign Budget
- Update Linkedin Campaign Group
- Update Linkedin Campaign Schedule
- Update Linkedin Creative
- Analyze Tiktok Geo Performance
- Analyze Tiktok Wasted Spend
- Detect Tiktok Creative Fatigue
- Discover Tiktok Assets
- Explain Tiktok Anomaly
- Get Tiktok Ad Performance
- Get Tiktok Audience Insights
- Get Tiktok Campaign Details
- Get Tiktok Campaign Performance
- List Tiktok Ad Groups
- List Tiktok Ads
- List Tiktok Campaigns
- Optimize Tiktok Budget
- Pause Tiktok Ad
- Pause Tiktok Ad Group
- Pause Tiktok Campaign
- Resume Tiktok Ad
- Resume Tiktok Ad Group
- Resume Tiktok Campaign
- Update Tiktok Campaign
- Audit Conversion Tracking
- Delete Monitor
- Get Connections Status
- Get Monitor History
- Get Research Status
- List Connected Accounts
- List Monitors
- List Pending Actions
- List Scheduled Tasks
- Manage Action
- Manage Scheduled Task
- Test Monitor
Analyze Linkedin Wasted Spend
AI-generatedSummary
Analyze wasted advertising spend on LinkedIn Ads by retrieving and examining key metrics and insights over a specified date range for a given LinkedIn Ad Account, optionally including creative-level and demographic breakdown analyses.
Inputs
- Ad Account Id (required) — LinkedIn Ad Account ID from which to retrieve and analyze advertising spend data.
- Date Range — Predefined date range preset such as 'last_7_days', 'last_14_days', 'last_30_days', 'last_60_days', or 'last_90_days' to limit the analysis period.
- Start Date — Custom start date (YYYY-MM-DD) for the analysis period, used with End Date to define date range.
- End Date — Custom end date (YYYY-MM-DD) for the analysis period when defining a date range manually.
- Lookback Days — Number of past days (between 7 and 120) to include in the analysis; optional numeric input.
- Include Creative Analysis — Boolean to include creative-level waste analysis such as fatigue and low engagement metrics.
- Include Demographic Breakdown — Boolean to include demographic breakdown analysis focusing on B2B demographics such as seniority, industry, and company size.
- Raw Data — Boolean indicating if only raw performance metrics (spend, clicks, impressions, conversions, CPA, CPC, CTR, CVR, ROAS) grouped by campaign, ad, and date should be returned as a JSON code block.
- Target Roas — Optional numeric override for the target Return on Advertising Spend (ROAS) threshold used to evaluate wasted spend.
Output shape
a structured JSON object containing analysis results about wasted spend on LinkedIn Ads for the specified account and date range, including aggregated metrics, creative-level and demographic breakdowns if requested, or raw metric data if 'Raw Data' is true.
The output fully depends on the input parameters. If 'Raw Data' is set to true, the node returns only raw metrics as a JSON code block. The date filtering can be configured by presets, explicit start/end dates, or lookback days, and optional analysis inclusions control the granularity of the report. Returned data encapsulates campaigns, ads, and date-based performance insights relevant to LinkedIn Ads wasted spend.