What AI says about ShiftLeft | Parse

What AI says about ShiftLeft

Track ShiftLeft free

Data as of Oct 15, 2026Based on 7,062 AI responsesReviewed by Dimitry Apollonsky

ShiftLeft is a technology consulting firm that emphasizes simplifying systems and data and prioritizes process over product. They help organizations determine which systems can be scaled, retooled, or scrapped and develop forward-looking technology strategies that anticipate evolving technology and user expectations. Working across Europe, Asia, and the U.S., they partner with clients to proactively manage growth, streamline core processes, and move from the current state to the next stage.

Mentioned in

<1%

of 7,062 answers across ShiftLeft’s markets · since Jul 6

The market map

API Documentation & Developer Portal Platforms

Mentioned in

1MintlifyMentioned in 56%Avg. position 4.4
2RedoclyMentioned in 50%Avg. position 51.7
3ReadMeMentioned in 40%Avg. position 5.8
4Swagger UIMentioned in 32%Avg. position 22.6
5ScalarMentioned in 23%Avg. position 4.5
6springdoc-openapiMentioned in 19%Avg. position 3.9
7StoplightMentioned in 16%Avg. position 5.4
8DocusaurusMentioned in 15%Avg. position 43.5
9PostmanMentioned in 15%Avg. position 5.5
10Swashbuckle.AspNetCoreMentioned in 15%Avg. position 5.6
11GitBookMentioned in 14%Avg. position 6.7
13FastAPIMentioned in 14%Avg. position 6.3
15DocuWriterMentioned in 12%Avg. position 5.1
16FernMentioned in 10%Avg. position 5.7
46ShiftLeftMentioned in 3%Avg. position 5.2

How often AI mentions ShiftLeft

Share of answers in API Documentation & Developer Portal Platforms each week · 339 answers since Jul 5

Aug 21SepOct 9

Mentions by AI engine

Each engine’s share of its own answers across ShiftLeft’s markets · since Jul 6

ChatGPT Search1%
Google AI Mode

Other brands in Software Supply Chain Security Platforms

Rank