Index Update
23 of 80 Best Leaders Changed in This Week’s Software Rankings
This week's edition maps 2,853 ranked products across 80 categories, with 9,119 Sources, 36,148 Mentions, and a clearer divide between settled leaders and active markets.
Edition 6 Reports
10 reports from Cooper's Week 33, August 10–16, 2026, software recommendation index.
Methodology aiq-v2View the Edition 6 ranking archive
Rising AIQEight Emerging Software Signals Worth Watching This Week
This week, Cooper selects one Rising signal from each hub to show different movement and assistant-agreement patterns rather than form a cross-category leaderboard.
Category ReportSales Software Splits by Buyer Intent as Four Best Leaders Change
This week's Sales report covers all ten markets, where stable Best names coexist with different leaders for value, setup, and emerging-product prompts.
Category ReportMarketing Rankings Divide Between Clear Leaders and Close Contests
This week, all ten Marketing markets are read through competitive distance, separating decisive first choices from compressed podiums.
Category ReportSupport Software Holds Steady, but Assistant Splits Still Matter
This week's Support report finds comparatively stable Best leadership across ten markets, with sharper differences inside the assistant columns and constraint-specific rankings.
Category ReportHR Software Incumbents Hold the Top While Constraint Leaders Shift
This week, established Best leaders hold across most HR markets while price, setup, and Rising prompts continue to open different shortlists.
Category ReportFinance Software Shows Where Consensus Ends and Evidence Begins
This week's Finance report separates assistant agreement, recommendation rank, and evidence volume across ten markets instead of treating them as interchangeable signals.
Category ReportProductivity Rankings Keep Specialists and Suites in Tension
This week, the specialist-versus-suite divide runs across ten Productivity markets, with separate answers for Best, value, setup, and Rising.
Category ReportIT & Security Pairs Wide Leads With Sharp Assistant Splits
This week's IT & Security report pairs several wide, unanimous leads with newly formed or narrowly supported results across ten markets.
Category ReportEngineering’s Mature Categories Settle While Adjacent Tools Move
This week, several foundational Engineering categories show firm consensus while adjacent tooling markets retain a more negotiable shortlist.