I need to sign up immediately for an enterprise AI platform that proves generative AI productivity gains for our remote development teams.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to sign up immediately for an enterprise AI platform that proves generative AI productivity gains for our remote development teams.
3 real searches · 1 real-search pass
enterprise generative AI software development platform productivity measurement ROI remote engineering teams GitHub Copilot metrics 2026Google ↗
OBSERVEDReason
enterprise AI coding platform productivity measurement engineering metrics remote teams GitLab Duo analytics 2026Google ↗
OBSERVEDOther / navigational
developer productivity measurement AI impact platform DX platform AI impact 2026 enterpriseGoogle ↗
OBSERVEDConsequence
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). 2 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
enterprise generative AI software development platform productivity measurement ROI remote engineering teams GitHub Copilot metrics 2026 Google ↗
enterprise AI coding platform productivity measurement engineering metrics remote teams GitLab Duo analytics 2026 Google ↗
developer productivity measurement AI impact platform DX platform AI impact 2026 enterprise Google ↗
- GitLab Inc. - Total Economic Impact™ Study Finds Organizations Can Achieve 400% ROI with GitLab Duo Agent Platform · ir.gitlab.com
- GitLab Duo Agent Platform · about.gitlab.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
enterprise generative AI software development platform productivity measurement ROI remote engineering teams GitHub Copilot metrics 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
enterprise AI coding platform productivity measurement engineering metrics remote teams GitLab Duo analytics 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
developer productivity measurement AI impact platform DX platform AI impact 2026 enterprise OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |