Real ChatGPT answer · index seedjKOrFKQ5wvwcompleteB2B software · data and analytics platformsinformational
How can we use Datadog APM and cost attribution tags to identify which engineering teams are driving up our cloud analytics spend?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can we use Datadog APM and cost attribution tags to identify which engineering teams are driving up our cloud analytics spend?
3 real searches · 1 real-search pass
Datadog APM unified service tagging team tags cost attribution cloud cost management documentationGoogle ↗
OBSERVEDOther / navigational
Datadog Cloud Cost Management cost attribution tags Kubernetes AWS documentationGoogle ↗
OBSERVEDOther / navigational
Datadog APM custom span tags analytics database query tracing documentationGoogle ↗
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
Datadog APM unified service tagging team tags cost attribution cloud cost management documentation Google ↗
Datadog Cloud Cost Management cost attribution tags Kubernetes AWS documentation Google ↗
Datadog APM custom span tags analytics database query tracing documentation Google ↗
- Span Tags, Attributes, and Facets · docs.datadoghq.com
- Query Syntax · docs.datadoghq.com
- Tags · docs.datadoghq.com
- Cloud Cost Management · docs.datadoghq.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Datadog APM unified service tagging team tags cost attribution cloud cost management documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Datadog Cloud Cost Management cost attribution tags Kubernetes AWS documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Datadog APM custom span tags analytics database query tracing documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |