We are burning through our cloud budget too fast, how do we apply and activate startup credits on AWS or Azure by the end of the day?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are burning through our cloud budget too fast, how do we apply and activate startup credits on AWS or Azure by the end of the day?
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
AWS Activate startup credits 2026 Founders Portfolio eligibility application official Google ↗
Microsoft for Startups Founders Hub Azure credits 2026 eligibility apply official Google ↗
- AWS Activate credits application · aws.amazon.com
- Applying for AWS Activate Credits: A step-by-step guide · aws.amazon.com
- Sign up for an AWS Activate package · repost.aws
- Microsoft for Startups — Get started · microsoft.com
- What is Microsoft for Startups? · learn.microsoft.com
- How startups can use Startup credits for GitHub, AKS, and AI Models · microsoft.com
- AWS Cost Explorer · aws.amazon.com
- AWS Budgets · aws.amazon.com
- Azure Cost Management · azure.microsoft.com
- Azure budget alerts · learn.microsoft.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AWS Activate startup credits 2026 Founders Portfolio eligibility application official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Microsoft for Startups Founders Hub Azure credits 2026 eligibility apply official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |