Real ChatGPT answer · index seedJdOBHguBF08completeMarketing and advertising · social media marketingcomparison
What is the most effective competitor analysis framework method for reverse-engineering a rival viral YouTube Shorts funnel today?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the most effective competitor analysis framework method for reverse-engineering a rival viral YouTube Shorts funnel today?
2 real searches · 1 real-search pass
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
YouTube Shorts official analytics viewed vs swiped away audience retention traffic sources external links 2026 Google ↗
competitor analysis YouTube Shorts funnel reverse engineering content strategy CTA links channel analytics public data limitations Google ↗
- Understand your YouTube content performance - Computer · support.google.com
- Understand your YouTube content performance - Computer · support.google.com
- Content tab analytics tips - Shorts · support.google.com
- Understand your YouTube video reach - Computer · support.google.com
- Search & discovery tips - Shorts · ccn.web.tr
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
YouTube Shorts official analytics viewed vs swiped away audience retention traffic sources external links 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
competitor analysis YouTube Shorts funnel reverse engineering content strategy CTA links channel analytics public data limitations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |