Real ChatGPT answer · index seed3bTuhXD8kBMcompleteEducation · financial aid and scholarshipscomparison
Can you compare the benefits of the College Board scholarship search versus niche scholarship apps for high school seniors
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the benefits of the College Board scholarship search versus niche scholarship apps for high school seniors
6 real searches · 1 real-search pass
College Board BigFuture scholarship search how it works eligibility scholarships official 2026Google ↗
OBSERVEDReason
Niche scholarship search app how it works scholarship official 2026Google ↗
OBSERVEDInstruction
high school seniors scholarship search apps comparison College Board BigFuture Niche Going MerryGoogle ↗
OBSERVEDComparison
College Board BigFuture scholarship search official how it works scholarship database eligibility 2026Google ↗
OBSERVEDOther / navigational
Niche scholarship search app official scholarships how it works high school seniorsGoogle ↗
OBSERVEDReason
Going Merry scholarship platform official how it works applications scholarships studentsGoogle ↗
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 (6)
Classes come from the query-classifier (a local Laya model). 5 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT6 real searches · gpt-6
College Board BigFuture scholarship search how it works eligibility scholarships official 2026 Google ↗
Niche scholarship search app how it works scholarship official 2026 Google ↗
high school seniors scholarship search apps comparison College Board BigFuture Niche Going Merry Google ↗
College Board BigFuture scholarship search official how it works scholarship database eligibility 2026 Google ↗
Niche scholarship search app official scholarships how it works high school seniors Google ↗
Going Merry scholarship platform official how it works applications scholarships students Google ↗
- Explore BigFuture scholarships · bigfuture.collegeboard.org
- Explore Niche scholarships · niche.com
- Explore Bold.org scholarships · bold.org
- Explore Going Merry · goingmerry.com
- How does Scholarship Search work? – BigFuture · bigfuture.collegeboard.org
- Why should I use Scholarship Search? – BigFuture · bigfuture.collegeboard.org
- Niche: College Search App · apps.apple.com
- Scholarship Search · privacy.collegeboard.org
- What is BigFuture Scholarship Search? – BigFuture · bigfuture.collegeboard.org
- BigFuture Scholarships: Earn by Planning for College and Career - BigFuture · bigfuture.collegeboard.org
- Who’s eligible for scholarships from BigFuture? – BigFuture · bigfuture.collegeboard.org
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
6 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
College Board BigFuture scholarship search how it works eligibility scholarships official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Niche scholarship search app how it works scholarship official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
high school seniors scholarship search apps comparison College Board BigFuture Niche Going Merry OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
College Board BigFuture scholarship search official how it works scholarship database eligibility 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Niche scholarship search app official scholarships how it works high school seniors OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Going Merry scholarship platform official how it works applications scholarships students OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |