Thunderdome B2B SaaS AI Visibility Index

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Brand report · September 2026

GitHub Projects GitHub Projects: AI Visibility Report

github.com ↗

When buyers ask ChatGPT, Claude, and Gemini about project management, GitHub Projects ranks #13 of 15, a Visibility Score of 5 in Project Management .

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

How AI sees GitHub Projects

One category, one race, and it's losing badly.

Where it wins. GitHub Projects does register in Project Management conversations, which is its only AI footprint. A 6.9% mention rate means models know it exists in that field.

Where it loses. Ranked 13 of 15 with zero first-pick selections, it sits near the bottom of a single category while Jira, Linear, and ClickUp collect the recommendations. Seven prompt themes, including enterprise, startup, and budget angles, produce no trace of it at all.

AI-generated analysis of the September 2026 measurements.

Project Management · #13 of 15

5 / 100 flat vs last month
7%
mention rate (72 answers)
4
avg. position
0%
first pick
1%
share of voice
6.3Jul 2026Jul 2026: 6.37.4Aug 2026Aug 2026: 7.44.6Sep 2026Sep 2026: 4.6
ChatGPT
4
Claude
3
Gemini
7

How the models portray GitHub Projects

Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).

60% 20% 20%
endorsed · 95% band 23–88% listed caveated graded across 5 mentions in Project Management answers
Prompt themes GitHub Projects would want to own

Share of each theme's answers that mention GitHub Projects. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Gaps Use-case fit · Top tools in 2026 · Startup & small team · Enterprise pick · Feature-led ask · If you could pick one · Budget & alternatives

Most co-mentioned competitors

Share of GitHub Projects's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Jira
100%
Linear
100%
ClickUp
80%
Asana
40%
Trello
40%
Notion
40%

Scores are measured from real AI answers, refreshed monthly. Methodology.

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