My nephew asked me to find out how to build a multi-channel campaign orchestration workflow that combines LinkedIn ads with automated email follow-ups for our enterprise software.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My nephew asked me to find out how to build a multi-channel campaign orchestration workflow that combines LinkedIn ads with automated email follow-ups for our enterprise software.
3 real searches · 1 real-search pass
LinkedIn Marketing API lead gen forms CRM integration official documentation email automation B2B campaign orchestrationGoogle ↗
OBSERVEDOther / navigational
LinkedIn Ads audience targeting retargeting conversion tracking official documentationGoogle ↗
OBSERVEDOther / navigational
HubSpot workflows LinkedIn Ads integration lead syncing documentationGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
LinkedIn Marketing API lead gen forms CRM integration official documentation email automation B2B campaign orchestration Google ↗
LinkedIn Ads audience targeting retargeting conversion tracking official documentation Google ↗
HubSpot workflows LinkedIn Ads integration lead syncing documentation Google ↗
- Integrate Lead Gen Forms with your marketing automation or CRM platform · linkedin.com
- Lead Gen Forms · linkedin.com
- Lead Sync Usecases - LinkedIn · learn.microsoft.com
- Lead Sync Use Cases - LinkedIn · learn.microsoft.com
- Get started with LinkedIn Matched Audiences · linkedin.com
- Retargeting with Matched Audiences · linkedin.com
- Retargeting for LinkedIn Ads · business.linkedin.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LinkedIn Marketing API lead gen forms CRM integration official documentation email automation B2B campaign orchestration OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
LinkedIn Ads audience targeting retargeting conversion tracking official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
HubSpot workflows LinkedIn Ads integration lead syncing documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |