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Feature-led ask · Prompt 6 of 8 · September 2026A real buyer question from the September 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.
“I need software to manage client projects, timesheets, and profitability by account for our agency. What do you recommend?”
ChatGPT answered 3× this snapshot For an agency that needs project management + timesheets + profitability by client/account, I’d shortlist these by fit: Best overall for agencies 1) Productive Built for agencies: projects, resourcing, time tracking, budgets, retainers, invoicing, and client/account profitability Strong reporting on utilization, margins, and forecasted revenue Good if you want an all-in-one agency ops platform 2) Scoro Strong on…
Named across its answers: 1. Productive2. Scoro3. Teamwork4. Harvest5. ClickUp
Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.
Claude answered 3× this snapshot Here are some strong options worth considering, along with honest assessments: Purpose-Built Agency Management Tools Harvest + Forecast Strong timesheet tracking and project budgeting Good profitability reporting by client Relatively simple to learn Moderate cost Teamwork.com Built specifically for agencies Handles projects, time, billing, and client portals Solid profitability reporting Good value for features…
Named across its answers: 1. Harvest2. Teamwork3. Forecast4. Function Point5. monday.com
Verbatim excerpt from one collected Claude answer; formatting flattened, words untouched.
Gemini answered 3× this snapshot For an agency, the "holy grail" of software is a tool that connects your tasks to your time and your financials. Most generic project management tools (like Trello or Asana) struggle with the "profitability" piece without expensive integrations. Here are my top recommendations for software that handles all three requirements natively: Productive (Best All-in-One for Agencies) Productive was built specifically for…
Named across its answers: 1. Productive2. Scoro3. Harvest4. Forecast5. Teamwork
Verbatim excerpt from one collected Gemini answer; formatting flattened, words untouched.
Harvest wins on reach with a perfect 9 of 9 mentions, but Teamwork is positioned more favorably, averaging position 3.1 versus Harvest's 4.1, meaning buyers see Teamwork first more often in the answer flow. ClickUp's split (3 of 3 in ChatGPT, zero in Claude) shows model-specific visibility gaps that matter for any brand tracking where its AI presence actually lives.
AI-generated read of the September 2026 measurements.