Real ChatGPT answer · index seedS89YWVQ5v7IcompleteMarketing and advertising · social media marketingcommercial
I need recommendations for attribution models that prove social media ROI for high-ticket B2B SaaS companies with long sales cycles.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need recommendations for attribution models that prove social media ROI for high-ticket B2B SaaS companies with long sales cycles.
3 real searches · 1 real-search pass
B2B SaaS marketing attribution long sales cycles multi touch attribution account based marketing social media ROI modelsGoogle ↗
OBSERVEDReason
B2B marketing attribution incrementality experiments holdout tests pipeline revenue social media measurementGoogle ↗
OBSERVEDReason
LinkedIn B2B marketing attribution measurement long sales cycle buyer committee researchGoogle ↗
OBSERVEDReason
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). 2 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
B2B SaaS marketing attribution long sales cycles multi touch attribution account based marketing social media ROI models Google ↗
B2B marketing attribution incrementality experiments holdout tests pipeline revenue social media measurement Google ↗
LinkedIn B2B marketing attribution measurement long sales cycle buyer committee research Google ↗
- LinkedIn Marketing Partners for B2B Attribution · business.linkedin.com
- Marketing attribution: models, challenges, and strategy · business.adobe.com
- What's the best attribution model for B2B marketing? · pedowitzgroup.com
- Marketing Attribution for B2B SaaS With Long Sales Cycles · getadmira.com
- Best B2B Marketing Attribution Models for Long Sales Cycles · aidigital.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
B2B SaaS marketing attribution long sales cycles multi touch attribution account based marketing social media ROI models OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
B2B marketing attribution incrementality experiments holdout tests pipeline revenue social media measurement OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
LinkedIn B2B marketing attribution measurement long sales cycle buyer committee research OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |