How ChatGPT Recommends Linear

Across 100 project management software questions, Linear appeared in 22 answers (rank 7 of every brand named) and was recommended in 18 (rank 7). That is a recommendation rate of 82% of its appearances, above the 11-brand median of 73% for brands named 10 or more times.

When ChatGPT recommended Linear, it listed it first among its recommendations in 4 of 18 answers. On the 20 direct advice questions ("which should I use"), it was one of the picks 4 times.

These are the labels ChatGPT attached to Linear in "best for" table columns and scenario lists, quoted as written. We found 27 such labels for Linear in this category; the most frequent are below.

• "Software/product teams" (5 answers)
• "Modern product/engineering teams" (3 answers)
• "Product/engineering startups" (2 answers)
• "Software teams"
• "Software/product team"
• "5-20 engineers"

If this is not how you describe your product, that gap is the first thing to fix: AI answers repeat the positioning they find most often across the sources they read.

The 18 answers that recommended Linear carried 68 source citations in total. The most-cited domains in those answers:

• clickup.com (vendor site): 9
• asana.com (vendor site): 7
• linear.app (vendor site): 7
• atlassian.com (vendor site): 6
• monday.com (vendor site): 3
• github.com (vendor site): 3

Linear's own site (linear.app) was cited 7 times across all 100 answers in the category, in 7 different answers.

Google check: for 0 of the 18 questions where ChatGPT recommended Linear, linear.app also ranked in Google's top ten organic results for the same question. So most of these recommendations came on questions where its own site did not rank.

The brands that appeared most often in the same answers as Linear. This is the competitive set ChatGPT has built for it, which is not always the one a vendor would choose.

• Asana: in 18 of Linear's 22 answers
• ClickUp: in 16 of Linear's 22 answers
• monday.com: in 14 of Linear's 22 answers
• Jira: in 14 of Linear's 22 answers
• Trello: in 13 of Linear's 22 answers

Linear is on ChatGPT's project management software shortlist but is not the default: it was recommended in 18 answers against 68 for Asana. The gap is widest on direct advice questions, where it was recommended in 4 of 20.

In the answers that recommended Linear, third-party pages such as stackfyi.com and valueaddvc.com carried much of the description, alongside 7 citations of linear.app across the category.

In 18 of its 18 recommendations, linear.app did not rank in Google's top ten for the same question, so Google rankings alone do not explain where ChatGPT sends buyers.

Finding which sources shape the answer in a category, and making sure they describe the brand accurately, is the core of AI SEO.

Source: Teardown 01: project management software. Each teardown runs 100 buyer questions (category, head-to-head, alternatives and advice phrasing) through ChatGPT with web search on, logged out, United States, English, one run per question, and codes every brand mention as recommended, listed, passing or anchor using the published codebook.

"Appeared" counts answers where the brand was recommended or listed. "Recommended" means the answer endorsed it for at least one use. Use-case labels are quoted from the answers as written. Google checks use the top ten organic results for the same question collected the same day.

Limits: one run per question, one country, one point in time. AI answers vary between runs, so treat these as frequencies for this sample, not fixed positions. High Salience has no commercial relationship with any brand on this page. If you work for this brand and see an error, write to info@highsalience.com and we will check it against the dataset.

Full per-answer datasets (CSV) are on each teardown page. All brand pages.

Does ChatGPT recommend Linear?

In our project management software teardown (web search on, United States, September 8, 2026), ChatGPT named Linear in 22 of 100 buyer questions and recommended it in 18.

What does ChatGPT say Linear is best for?

The label ChatGPT used most often for Linear was "Software/product teams". Other labels included "Modern product/engineering teams", "Product/engineering startups", "Software teams".

Which brands does ChatGPT compare Linear with?

In project management software answers, Linear appeared most often alongside Asana, ClickUp, monday.com, Jira.

The Category Salience Brief runs your category's buyer questions across Google and the AI surfaces, shows how each answer positions you against competitors, and ranks what to fix first.