Is the Fastweb scholarship matching algorithm actually effective or do students mostly just get irrelevant spam emails from sketchy colleges?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is the Fastweb scholarship matching algorithm actually effective or do students mostly just get irrelevant spam emails from sketchy colleges?
3 real searches · 1 real-search pass
Fastweb scholarship matching algorithm reviews irrelevant emails college recruitment spam student experiencesGoogle ↗
OBSERVEDOther / navigational
Fastweb privacy policy marketing emails college partners scholarship matching how it worksGoogle ↗
OBSERVEDReason
Fastweb scholarship site legitimacy complaints college spam BBB reviewsGoogle ↗
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
Fastweb scholarship matching algorithm reviews irrelevant emails college recruitment spam student experiences Google ↗
Fastweb privacy policy marketing emails college partners scholarship matching how it works Google ↗
Fastweb scholarship site legitimacy complaints college spam BBB reviews Google ↗
- fastweb.com · fastweb.com
- How Fastweb Works · fastweb.com
- fastweb.com · fastweb.com
- fastweb.com · fastweb.com
- Do college scholarship search engines work? · cbsnews.com
- Is fastweb.com a legit site? Read 2 customer reviews · legitopedia.com
- FastWeb Scholarships Review · smartsavingadvice.com
- fastweb.com · fastweb.com
- fastweb.com · fastweb.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fastweb scholarship matching algorithm reviews irrelevant emails college recruitment spam student experiences OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Fastweb privacy policy marketing emails college partners scholarship matching how it works OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Fastweb scholarship site legitimacy complaints college spam BBB reviews OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |