Stop Spending 4 Hours Per Client on Monday Reports
Agencies managing 10+ client accounts on systems that worked at 5. We build the ad reporting pipelines, AI-drafted client comms, retainer dashboards, and white-label portals that let you scale without doubling AM headcount.
Our typical agency client
Agency size
5–100 people, $1M–$30M revenue
Stack
HubSpot or Salesforce + ClickUp/Asana + Harvest + Meta/Google/LinkedIn Ads + Figma
Model
Retainer + project mix, 10-50 active client accounts, creative + paid media + content
Common situations
What's Broken in Agency Operations
Eight patterns we see at almost every growing agency. The common thread: ops infrastructure that worked at boutique scale breaking under multi-client volume.
Client status reports take 4 hours every Monday.
Pull data from 5 ad platforms. Aggregate spend, impressions, CTR, conversions. Write narrative. Format into slides. Repeat across 12 client accounts. A scheduled pipeline + AI-drafted narrative collapses this to a 90-minute editorial pass.
Your ad-platform ROAS, attribution model, and CFO's revenue all disagree.
Meta reports a 3.2 ROAS. Google says 2.8. Your CRM-attributed revenue is half of either. Each platform measures differently. We build a unified attribution pipeline that gives leadership ONE honest spend-vs-revenue number per client.
Proposals take 5 hours of senior time to assemble for new clients.
Strip the master template. Update pricing. Swap case studies for ones relevant to the prospect's industry. Insert team bios. Render to PDF. A document generator with CRM-linked templates + a case study library compresses to 30 minutes.
Retainer profitability is a quarterly autopsy.
Billable hours live in Harvest. Costs accrue elsewhere. Retainer revenue is forecast in a spreadsheet. By the time you see the margin, the engagement is already over. A real-time retainer dashboard per client + per service line catches scope creep before it destroys the account.
Deliverables hand off in Slack threads that nobody can find later.
Designer ships V3 in #project-acme. PM marks the task done in ClickUp. Client approves in email. When the next revision request comes in 3 weeks later, nobody can find which version is canonical. A structured handoff workflow with versioning + audit trail fixes the disorientation.
Scope creep eats 20% of your retainer margin invisibly.
Client asks for "just one more thing." Account manager says yes. Designer absorbs it. It happens every week. Without a structured request workflow with scope-tracking, you find out at the quarterly review that one client absorbed 30% more hours than scoped.
Creative reviews live in 4 different tools (Frame.io / Figma / Loom / Dropbox).
Each client expects their tool of choice. Your team context-switches across all of them. A unified review hub that pulls from each into one queue (or replaces them entirely with a custom client portal) reclaims hours per week.
You scaled to 30 clients on the systems that worked at 5.
The Notion templates, the Slack channels, the spreadsheet pipeline review — all worked at boutique scale. At 30 clients, the system breaks but nobody's consolidated. Time to invest in real ops infrastructure.
Deliverables
What We Ship for Agencies
Multi-account ad reporting pipeline
Pull from Meta + Google + LinkedIn + TikTok + Klaviyo per client account. Unified dashboard or scheduled per-client PDF. AI-drafted narrative pulled from the data.
Automated client status reports
Scheduled weekly status from project + time + ad data. LLM drafts the narrative; senior edits in 5 minutes; client gets a polished report. Scales across 30+ clients.
Proposal generation
Pull prospect data from CRM, populate versioned template with relevant case studies + team bios + pricing, render to PDF/DOCX. 5-hour task → 30 minutes.
Retainer profitability + scope tracking
Real-time per-client retainer dashboard: hours billed vs scoped, scope-creep alerts, margin per service line. Surfaces the underwater accounts before quarter-end.
White-label client portal
Branded per-client portal: deliverables, status, invoicing, requests. Replaces the email + Slack chaos. Common engagement for agencies past 15 active clients.
Creative asset library + handoff workflow
Versioned asset library with approval routing. Structured handoff from designer → PM → client → revisions. Replaces the Slack-thread version control.
Related services
Services That Fit This Vertical
Process Automation
Client reports, proposals, retainer workflows, deliverable handoff — the operational backbone for any multi-client agency.
AI Integration & Automation
Client report drafting, ad creative variation generation, content briefs, copy review, knowledge base search.
Data Analytics & Dashboards
Multi-platform ad attribution, retainer profitability, agency-level utilization + capacity — the dashboards your CFO actually needs.
System Integration
Ad platforms + CRM + project tool + accounting all need to agree on what a client account is.
Custom Web Applications
Client portals, agency intranet, white-label dashboards — when off-the-shelf tools don't match the agency model.
Tech stack
The Agency Stack
CRM
- HubSpot
- Salesforce
- Pipedrive
- Copper
Project Management
- ClickUp
- Asana
- Monday
- Notion
- Basecamp
Time tracking
- Harvest
- Toggl
- Float
- Forecast
Ad platforms
- Meta Ads
- Google Ads
- TikTok
Creative + handoff
- Figma
- Frame.io
- Loom
- Dropbox
- Adobe CC
Comms
- Slack
- Microsoft Teams
- Notion
- Loom
Marketing Tech Case Study
Programmatic SEO Content Pipeline
How Purcell Analytics built a programmatic SEO pipeline that publishes thousands of structured-data-first pages across the portfolio at $0 LLM cost — entity model, quality gates, internal linking, hub generation, and GSC-driven LLM upgrade path.
Industry
Internal content engineering
Company size
portfolio of 14+ sites
Stack
Django 5.2, Celery, PostgreSQL, Anthropic SDK
Playbooks
34 Documented Playbooks for Agencies
GDPR Compliance for Agencies | Purcell Analytics
Practical playbook for automating GDPR & Data Privacy Compliance in Marketing & Creative Agencies. Pain points, typical tools, and measurable outcomes.
CSAT Surveys for Agencies | Purcell Analytics
Practical playbook for automating NPS & CSAT Surveys in Marketing & Creative Agencies. Pain points, typical tools, and measurable outcomes.
Account Health for Agencies | Purcell Analytics
Practical playbook for automating Customer Health Scoring in Marketing & Creative Agencies. Pain points, typical tools, and measurable outcomes.
HR Onboarding for Agencies | Purcell Analytics
Practical playbook for automating Employee Onboarding in Marketing & Creative Agencies. Pain points, typical tools, and measurable outcomes.
Knowledge Base for Agencies | Purcell Analytics
Practical playbook for automating Knowledge Base Management in Marketing & Creative Agencies. Pain points, typical tools, and measurable outcomes.
KPI Alerts for Agencies | Purcell Analytics
Practical playbook for automating KPI Alerting & Anomaly Detection in Marketing & Creative Agencies. Pain points, typical tools, and measurable outcomes.
Renewals for Agencies | Purcell Analytics
Practical playbook for automating Contract Renewals in Marketing & Creative Agencies. Pain points, typical tools, and measurable outcomes.
Vendor Mgmt for Agencies | Purcell Analytics
Practical playbook for automating Vendor Management in Marketing & Creative Agencies. Pain points, typical tools, and measurable outcomes.
FAQ
Frequently Asked Questions
We're 8 people — too small for this?
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A focused engagement on client reporting automation or proposal generation absolutely fits 8 people. Full ops platforms make more sense at 25+. We'll honestly right-size.
We use HubSpot / Salesforce — do you replace it?
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No. We build the integration + workflow + reporting layer that makes your existing CRM do more. Replacing CRM is rarely the right call for an agency.
Can you build us a white-label client portal?
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Yes — common engagement. Per-client branding, role-based access, deliverable handoff, request submission, invoicing visibility. Typically $30-50K. You own the code; agency clients see your brand.
What about multi-touch attribution post-iOS 14?
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Yes. Server-side conversion APIs, first-party data infrastructure, post-conversion modeling. The point isn't perfect attribution; it's a defensible number you can show clients.
Can you do creative work / design?
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No — that's your wheelhouse. We do the engineering + automation + data infrastructure around it. We refer to design partners when clients ask.
Can you help us pitch programmatic SEO to our clients?
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Yes — we ship this for our own site and for clients. White-labeled programmatic SEO is an underserved offering for content-focused agencies. See our Programmatic SEO service for the system we deploy.
Do you work with PR / influencer agencies too?
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Yes — similar engagement shape. Different attribution pipelines (UTM + post-survey + manual outreach tracking) but the same operational backbone (multi-client reporting, retainer profitability, proposal generation).
What's the smallest engagement?
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About $8-12K — typically a focused integration or single-workflow automation (e.g., automated weekly client reports across 5 ad platforms) shipped in 2-4 weeks.
Calculators
Run the Numbers on Your Agency
Process Automation ROI
Run the math on weekly client reports, proposal generation, or retainer workflows.
Build vs SaaS Calculator
Compare per-seat agency tools (Frame.io, Float, Forecast) against custom-built equivalents.
Programmatic SEO Page Volume
For content-and-SEO-focused agencies pitching programmatic SEO to clients.
Which Agency Problem Above Eats Your AM Hours?
Schedule a 30-minute discovery call. We'll review your agency's setup + send a written assessment of the highest-ROI engagement to ship first.