Real ChatGPT answer · index seed7aTekmZGiL4completeMarketing and advertising · social media marketingcommercial
What are the latest best practices for testing static versus video ad creatives on LinkedIn for B2B lead generation
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the latest best practices for testing static versus video ad creatives on LinkedIn for B2B lead generation
2 real searches · 1 real-search pass
LinkedIn Ads 2026 best practices A/B testing static image vs video B2B lead generation creative testing Campaign ManagerGoogle ↗
OBSERVEDComparison
LinkedIn Marketing Solutions video ads creative specifications best practices lead generation forms conversion tracking A/B testingGoogle ↗
OBSERVEDInstruction
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
LinkedIn Ads 2026 best practices A/B testing static image vs video B2B lead generation creative testing Campaign Manager Google ↗
LinkedIn Marketing Solutions video ads creative specifications best practices lead generation forms conversion tracking A/B testing Google ↗
- How to Create an A/B Testing Strategy for Your LinkedIn Ads · linkedin.com
- LinkedIn Ad Creatives – Best Practices · linkedin.com
- Track Video Performance & Prove ROI on LinkedIn · business.linkedin.com
- Creative - Create 3-5 ads with different copy, vi · business.linkedin.com
- Best practices for video ads · business.linkedin.com
- Video ads advertising specifications · linkedin.com
- How to Use LinkedIn Lead Gen Forms · linkedin.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LinkedIn Ads 2026 best practices A/B testing static image vs video B2B lead generation creative testing Campaign Manager OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
LinkedIn Marketing Solutions video ads creative specifications best practices lead generation forms conversion tracking A/B testing OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |