Industry
AI Prompts for Agencies
Agencies run on writing-heavy processes -- proposals, briefs, strategies, status reports, case studies, and client communication. AI dramatically reduces the time spent on structural drafting, freeing account managers and strategists for the work that requires actual judgment and client knowledge.
Where AI helps most in agency work
- Proposals and new business -- structure, positioning, and scope-of-work drafts that require one round of client-specific editing
- Creative and strategy briefs -- standardized brief formats that capture all required inputs efficiently
- Client status reports -- consistent monthly and weekly reporting structures that can be completed quickly
- Case studies -- structured result-driven case studies with the right sections for sales use
- Onboarding documentation -- welcome guides, process documentation, and expectations-setting materials
Practical prompt workflows for agencies
The most valuable agency AI use is not replacing strategic thinking -- it's eliminating blank-page time on the structural and templated parts of client deliverables. A proposal structure, a brief template, and a status report format can each be drafted in minutes, leaving the team's time for the market knowledge and client context that makes them genuinely useful.
The second highest-value use is scaling the research and ideation phases. Strategy brainstorming, competitive landscape summaries, and audience analysis frameworks all benefit from AI-accelerated first passes that the strategist then refines with real market knowledge.
Agency-specific prompt examples
New business proposal
Act as a senior agency strategist. Write a project proposal for a [project type] engagement for a [client type]. Structure: (a) client situation summary showing we understood their brief, (b) our recommended approach and why, (c) deliverables and explicit exclusions, (d) timeline with milestones, (e) investment framing. Tone: confident and client-focused. End with one clear next step.
Creative brief
Create a creative brief for a [campaign type] for [brand context]. Include: objective, target customer profile (3 specific sentences), core message (1 sentence only), tone and personality, mandatories, key deliverables, and success definition. Format so a creative team can execute without a kickoff call.
Monthly client report
Write a monthly performance report for a [service type] retainer client. Sections: executive summary (3 sentences), work completed this month with deliverables, results vs. targets, work planned next month, client input required. Tone: forward-focused, no padding.
Competitive landscape summary
Summarize the competitive landscape for a brand in the [market/category] space. Cover: top 3 direct competitors (positioning, apparent target, key message), one indirect competitor worth noting, and the main gap or opportunity none of them clearly owns.
Case study outline
Write a case study outline for an agency client project. Structure: (a) client challenge in 2 sentences, (b) our approach and key decisions, (c) measurable results, (d) one strong client quote placeholder, (e) CTA for similar prospects. Total: 350-400 words. Lead with the result.
Team onboarding doc
Create a client onboarding document for a new [retainer type] engagement. Include: what we'll do in the first 30 days, what we need from the client to start, how we communicate, our feedback and revision process, and who handles what. Tone: professional and reassuring.
Common mistakes
- Sending AI proposals without customization. Clients recognize template proposals. AI creates the structure -- you add the client-specific detail that shows you were listening.
- Over-relying on AI for strategy. AI can structure a strategy document; it cannot tell you what will work in your client's specific market. The judgment layer must stay with the team.
- Generic briefs that miss critical inputs. The most useful briefs ask AI to build the structure, then the account team fills in the intelligence that makes the brief genuinely actionable.