Compare the cost and efficiency of manual backlink outreach strategies versus automated tools when every dollar of the marketing budget counts.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the cost and efficiency of manual backlink outreach strategies versus automated tools when every dollar of the marketing budget counts.
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
BuzzStream pricing Respona pricing Pitchbox pricing official backlink outreach software OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Google Search Central link spam policies link building outreach guidelines OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |