Startup CTO
AI recommendation signal analysis across 60 domains for the Startup CTO 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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Choose credentials that matter
The certifications buyers and employers actually encounter in this industry. Decide which are worth earning or displaying, and which certified-provider directories you should appear in.
Where the numbers come from
We run certifications 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: Certifications
Domains appearing in Google results for Startup CTO's Research: Certifications 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 Startup CTO's Research: Certifications 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
| 14 | high velocity |
| 13 | developer velocity |
| 13 | velocity it |
| 11 | itil 4 |
| 10 | specialist high |
| 9 | 4 specialist |
| 6 | to measure |
| 6 | how to |
| 6 | what is |
| 6 | developer certifications |
| 5 | is developer |
| 5 | software development |
| 4 | development velocity |
| 4 | software developers |
| 4 | certifications for |
| 4 | software developer |
| 3 | for software |
| 3 | it training |
| 3 | developer certification |
| 3 | the developer |
| 3 | it certification |
| 2 | measure developer |
| 2 | velocity and |
| 2 | and how |
| 2 | measure it |
3-grams
| 13 | high velocity it |
| 10 | specialist high velocity |
| 9 | itil 4 specialist |
| 9 | 4 specialist high |
| 5 | how to measure |
| 5 | what is developer |
| 5 | is developer velocity |
| 3 | velocity it certification |
| 2 | to measure developer |
| 2 | measure developer velocity |
| 2 | velocity what it |
| 2 | what it is |
| 2 | certifications for software |
| 2 | for software developers |
| 2 | velocity it training |
| 2 | software developer certifications |
| 2 | velocity it hvit |
| 2 | aws certified developer |
| 2 | certified developer associate |
| 2 | developer velocity index |
| 2 | view the developer |
| 2 | the developer track |
| 2 | velocity 360 usa |
| 2 | 360 usa training |
| 2 | 11 developer certifications |
4-grams
| 10 | specialist high velocity it |
| 9 | itil 4 specialist high |
| 9 | 4 specialist high velocity |
| 5 | what is developer velocity |
| 3 | high velocity it certification |
| 2 | to measure developer velocity |
| 2 | velocity what it is |
| 2 | certifications for software developers |
| 2 | high velocity it training |
| 2 | high velocity it hvit |
| 2 | aws certified developer associate |
| 2 | view the developer track |
| 2 | velocity 360 usa training |
| 1 | there s a better |
| 1 | s a better way |
| 1 | a better way to |
| 1 | better way to measure |
| 1 | way to measure developer |
| 1 | measure developer velocity uplevel |
| 1 | developer velocity key lessons |
| 1 | velocity key lessons from |
| 1 | key lessons from digital |
| 1 | lessons from digital leaders |
| 1 | from digital leaders on |
| 1 | beyond story points how |
5-grams
| 9 | itil 4 specialist high velocity |
| 9 | 4 specialist high velocity it |
| 3 | specialist high velocity it certification |
| 2 | specialist high velocity it training |
| 1 | there s a better way |
| 1 | s a better way to |
| 1 | a better way to measure |
| 1 | better way to measure developer |
| 1 | way to measure developer velocity |
| 1 | to measure developer velocity uplevel |
| 1 | developer velocity key lessons from |
| 1 | velocity key lessons from digital |
| 1 | key lessons from digital leaders |
| 1 | lessons from digital leaders on |
| 1 | beyond story points how to |
| 1 | story points how to measure |
| 1 | points how to measure developer |
| 1 | how to measure developer velocity |
| 1 | what is developer velocity part |
| 1 | is developer velocity part 1 |
| 1 | why compliance certifications control velocity |
| 1 | what is development velocity and |
| 1 | is development velocity and how |
| 1 | development velocity and how do |
| 1 | velocity and how do you |
6-grams
| 9 | itil 4 specialist high velocity it |
| 3 | 4 specialist high velocity it certification |
| 1 | there s a better way to |
| 1 | s a better way to measure |
| 1 | a better way to measure developer |
| 1 | better way to measure developer velocity |
| 1 | way to measure developer velocity uplevel |
| 1 | developer velocity key lessons from digital |
| 1 | velocity key lessons from digital leaders |
| 1 | key lessons from digital leaders on |
| 1 | beyond story points how to measure |
| 1 | story points how to measure developer |
| 1 | points how to measure developer velocity |
| 1 | what is developer velocity part 1 |
| 1 | what is development velocity and how |
| 1 | is development velocity and how do |
| 1 | development velocity and how do you |
| 1 | velocity and how do you measure |
| 1 | and how do you measure it |
| 1 | how software developers can drive business |
| 1 | software developers can drive business growth |
| 1 | what is developer velocity importance how |
| 1 | is developer velocity importance how to |
| 1 | developer velocity importance how to measure |
| 1 | what is developer velocity and why |
7-grams
| 3 | itil 4 specialist high velocity it certification |
| 1 | there s a better way to measure |
| 1 | s a better way to measure developer |
| 1 | a better way to measure developer velocity |
| 1 | better way to measure developer velocity uplevel |
| 1 | developer velocity key lessons from digital leaders |
| 1 | velocity key lessons from digital leaders on |
| 1 | beyond story points how to measure developer |
| 1 | story points how to measure developer velocity |
| 1 | what is development velocity and how do |
| 1 | is development velocity and how do you |
| 1 | development velocity and how do you measure |
| 1 | velocity and how do you measure it |
| 1 | how software developers can drive business growth |
| 1 | what is developer velocity importance how to |
| 1 | is developer velocity importance how to measure |
| 1 | what is developer velocity and why it |
| 1 | is developer velocity and why it matters |
| 1 | from friction to flow how platform engineering |
| 1 | developer velocity what it is how to |
| 1 | velocity what it is how to measure |
| 1 | what it is how to measure improve |
| 1 | it is how to measure improve it |
| 1 | best certifications for software developers in 2025 |
| 1 | itil 4 specialist high velocity it training |