DevOps Manager
AI recommendation signal analysis across 94 domains for the DevOps Manager persona in Cloud Infrastructure Services.
This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.
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Join the right communities
The forums and message boards that own this industry's discussion. Monitor them for pain points and participate where your customers already gather.
Where the numbers come from
We run forums, message boards queries for this industry through Google and aggregate every result: domains by rank-weighted score (higher positions count for more) and appearance count, exact URLs by appearance count, and the most common title phrases.
What's on this page
Domain and URL charts, the full result list, and title n-gram tables.
Research: Forums, Message Boards
Domains appearing in Google results for DevOps Manager's Research: Forums, Message Boards queries. Score is a rank-weighted sum (higher-ranked appearances count for more); count is a plain appearance tally.
Top URLs
Individual pages (not just domains) ranked by the same rank-weighted score, labeled by page title.
All Results
Every result for DevOps Manager's Research: Forums, Message Boards queries, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins), a different aggregation than the score-based charts above. Title and URL links open in a new tab.
Title N-Grams
Most common word phrases (2 to 7 words) across every result title for these queries.
2-grams
| 93 | infrastructure as |
| 92 | as code |
| 37 | code iac |
| 19 | what is |
| 18 | is infrastructure |
| 7 | best practices |
| 4 | best infrastructure |
| 4 | of infrastructure |
| 4 | code and |
| 4 | iac tools |
| 4 | to infrastructure |
| 3 | iac best |
| 3 | how to |
| 3 | iac the |
| 3 | guide to |
| 2 | beginner s |
| 2 | code is |
| 2 | implementing infrastructure |
| 2 | practices and |
| 2 | in 2024 |
| 2 | tools in |
| 2 | tools for |
| 2 | code benefits |
| 2 | and infrastructure |
| 2 | code with |
3-grams
| 91 | infrastructure as code |
| 37 | as code iac |
| 18 | what is infrastructure |
| 18 | is infrastructure as |
| 4 | best infrastructure as |
| 4 | of infrastructure as |
| 4 | as code and |
| 4 | code iac tools |
| 4 | to infrastructure as |
| 3 | code iac best |
| 3 | iac best practices |
| 3 | code iac the |
| 2 | as code is |
| 2 | implementing infrastructure as |
| 2 | best practices and |
| 2 | iac tools in |
| 2 | as code benefits |
| 2 | and infrastructure as |
| 2 | as code with |
| 2 | guide to infrastructure |
| 2 | as code best |
| 2 | code best practices |
| 2 | as code tools |
| 2 | code iac explained |
| 2 | infrastructure as a |
4-grams
| 37 | infrastructure as code iac |
| 18 | what is infrastructure as |
| 18 | is infrastructure as code |
| 4 | best infrastructure as code |
| 4 | of infrastructure as code |
| 4 | as code iac tools |
| 4 | to infrastructure as code |
| 3 | as code iac best |
| 3 | code iac best practices |
| 3 | infrastructure as code and |
| 3 | as code iac the |
| 2 | infrastructure as code is |
| 2 | implementing infrastructure as code |
| 2 | code iac tools in |
| 2 | infrastructure as code benefits |
| 2 | and infrastructure as code |
| 2 | infrastructure as code with |
| 2 | guide to infrastructure as |
| 2 | infrastructure as code best |
| 2 | as code best practices |
| 2 | infrastructure as code tools |
| 2 | as code iac explained |
| 2 | infrastructure as code explained |
| 2 | ansible for infrastructure as |
| 2 | for infrastructure as code |
5-grams
| 18 | what is infrastructure as code |
| 12 | is infrastructure as code iac |
| 4 | infrastructure as code iac tools |
| 4 | to infrastructure as code iac |
| 3 | infrastructure as code iac best |
| 3 | as code iac best practices |
| 3 | infrastructure as code iac the |
| 3 | best infrastructure as code iac |
| 2 | implementing infrastructure as code iac |
| 2 | as code iac tools in |
| 2 | guide to infrastructure as code |
| 2 | infrastructure as code best practices |
| 2 | infrastructure as code iac explained |
| 2 | ansible for infrastructure as code |
| 1 | iacconf the first community driven |
| 1 | the first community driven virtual |
| 1 | first community driven virtual conference |
| 1 | infrastructure as code a beginner |
| 1 | as code a beginner s |
| 1 | code a beginner s perspective |
| 1 | infrastructure as code is the |
| 1 | as code is the answer |
| 1 | the best infrastructure as code |
| 1 | best infrastructure as code tool |
| 1 | lessons learned from 100s of |
6-grams
| 12 | what is infrastructure as code iac |
| 3 | infrastructure as code iac best practices |
| 3 | best infrastructure as code iac tools |
| 2 | infrastructure as code iac tools in |
| 2 | guide to infrastructure as code iac |
| 1 | iacconf the first community driven virtual |
| 1 | the first community driven virtual conference |
| 1 | infrastructure as code a beginner s |
| 1 | as code a beginner s perspective |
| 1 | infrastructure as code is the answer |
| 1 | the best infrastructure as code tool |
| 1 | lessons learned from 100s of infrastructure |
| 1 | learned from 100s of infrastructure as |
| 1 | from 100s of infrastructure as code |
| 1 | 100s of infrastructure as code iac |
| 1 | infrastructure as code iac what why |
| 1 | as code iac what why and |
| 1 | code iac what why and some |
| 1 | iac what why and some best |
| 1 | what why and some best practices |
| 1 | implementing infrastructure as code iac for |
| 1 | infrastructure as code iac for ontology |
| 1 | omnissa workspace one uem infrastructure as |
| 1 | workspace one uem infrastructure as code |
| 1 | mastering infrastructure as code iac best |
7-grams
| 2 | best infrastructure as code iac tools in |
| 1 | iacconf the first community driven virtual conference |
| 1 | infrastructure as code a beginner s perspective |
| 1 | lessons learned from 100s of infrastructure as |
| 1 | learned from 100s of infrastructure as code |
| 1 | from 100s of infrastructure as code iac |
| 1 | infrastructure as code iac what why and |
| 1 | as code iac what why and some |
| 1 | code iac what why and some best |
| 1 | iac what why and some best practices |
| 1 | implementing infrastructure as code iac for ontology |
| 1 | omnissa workspace one uem infrastructure as code |
| 1 | mastering infrastructure as code iac best practices |
| 1 | infrastructure as code iac best practices and |
| 1 | what is infrastructure as code iac best |
| 1 | is infrastructure as code iac best practices |
| 1 | infrastructure as code iac best practices tools |
| 1 | 101 infrastructure as code in 2026 still |
| 1 | infrastructure as code in 2026 still essential |
| 1 | as code in 2026 still essential or |
| 1 | what is infrastructure as code and why |
| 1 | is infrastructure as code and why is |
| 1 | infrastructure as code and why is it |
| 1 | as code and why is it important |
| 1 | cue as the core of infrastructure as |