Public AI recommendation index
Project management for software teams
Based on 4 valid discovery answers for November 02, 2026.
- AIs:
- ChatGPT and Gemini
- Method:
- ChatGPT answers are read from its public web interface. Gemini answers come from Google's model API, which may answer from the model alone, without searching the web.
- Questions asked:
- “best project management tool for software development teams” and “issue tracker for a startup engineering team”
- 1Scrum and Kanban boardsnamed in 2 answers
- 2Acceptance criterianamed in 1 answer
- 3Assigneenamed in 1 answer
- 4Boardsnamed in 1 answer
- 5Bugsnamed in 1 answer
- 6Cleannamed in 1 answer
- 7Customizable workflowsnamed in 1 answer
- 8Detailed reportingnamed in 1 answer
- 9Epicsnamed in 1 answer
- 10Estimatenamed in 1 answer
- 11Extensive integrationsnamed in 1 answer
- 12GitHub Issues / GitLab Issuesnamed in 1 answer
- 13GitHub Issues / Projectsnamed in 1 answer
- 14GitHub and GitLab integrationsnamed in 1 answer
- 15GitHub and Slack integrationsnamed in 1 answer
- 16Growing teamnamed in 1 answer
- 17Issuesnamed in 1 answer
- 18Jiranamed in 1 answer
- 19Kanbannamed in 1 answer
- 20Linearnamed in 1 answer
Frequently cited sources
- atlassian.com (2 citations)
- github.com (2 citations)
- linear.app (2 citations)
- azure.microsoft.com (1 citation)
- clickup.com (1 citation)
- codetoolpilot.com (1 citation)
- docs.github.com (1 citation)
- issuelinker.com (1 citation)
- plane.so (1 citation)
- saassoftwaretools.com (1 citation)
History
One row per round of questions. A round is published only when every question was answered validly on every AI.
| Round | Valid answers | Most named |
|---|---|---|
| November 02, 2026 | 4 | Scrum and Kanban boards, Acceptance criteria, and Assignee |
AI crawlers and agents across the web
Largest shares of AI crawler requests across Cloudflare in the last 28 days: Googlebot 23.5%, ClaudeBot 12.9%, Meta-ExternalAgent 9.3%, and Applebot 8.2%.
Of 115,468 sites Cloudflare scanned on November 02, 2026, 4.3% serve pages as Markdown to agents, 8.9% declare Content Signals and 0.6% publish an MCP server card.