Agency Overview Guide
Full agency reference: executive briefing with tool comparison matrix, pricing breakdown, credit limits, cost optimization, and deep-dives for all four tools.
Executive Briefing
All four tools are currently active. This guide answers two questions: what does each tool deliver at our price point, and who should be using which tool for what.
Pricing Reality Check
The "~$25/month" assumption is close — but not exactly right across the board.
| Tool | Individual plan | Team / Business plan | Full Workspace connectors |
|---|---|---|---|
| ChatGPT | Plus — $20/mo | Business — $25/seat/mo (annual) | Business only |
| Claude | Pro — $20/mo | Team — $25/seat/mo (monthly) | Team + Pro |
| Notion AI | Plus — $10/mo (no AI) | Business — $20/seat/mo (annual) | Business only |
| Gemini | AI Pro — $19.99/mo | Workspace Business Standard — ~$14/mo | Workspace plan |
Key takeaway: Individual plans hover at $20/mo. Team/Business plans (with admin controls and full Google Workspace connector suites) are $20–25/seat/mo. These are the plans relevant for agency-wide deployment.
Tool Overview Matrix
| Capability | ChatGPT | Claude | Notion AI | Gemini |
|---|---|---|---|---|
| Writing quality | Excellent | Best-in-class | Good (multi-model) | Average |
| Long-form reasoning | Excellent | Excellent | Good | Good* |
| Google Workspace integration | Connectors (Business) | Side panel (Drive/Gmail/Cal) | Drive + Slack (Gmail soon) | Native — deepest |
| Cross-tool knowledge search | Synced Apps | Projects (200K ctx) | Enterprise Search | Gemini panel + NotebookLM |
| Browser automation / agents | Agent Mode (Plus+) | CoWork (credit-intensive) | Custom Agents (scheduled) | Scheduled Actions (shallow) |
| Cloud coding agent | Codex | Claude Code | — | — |
| Image generation | GPT Image 1.5 | — | — | Imagen 4 |
| Video generation | Sora (limited on Plus) | — | — | Veo 3.1 Fast (limited) |
| Deep / multi-source research | Deep Research (25/mo) | Research tool | Enterprise Search | Deep Research (20/day) |
| Scheduled automation | Tasks (40/mo) | CoWork scheduling | Custom Agents | Scheduled Actions |
| Custom agents / bots | Custom GPTs (full tool use) | Projects + system prompts | Custom Agents (multi-tool) | Gems (saved prompts only) |
| Meeting notes | — | — | AI Meeting Notes | Google Meet (Workspace) |
| Multi-model choice | No | No | Yes — GPT/Claude/Gemini | No |
| Persistent memory | Yes (all conversations) | Projects only | Workspace-wide | Limited |
*Gemini hallucination rate is 88% in open chat — use NotebookLM for research instead.
The Credit Problem — Claude
Claude is the most powerful writing and coding tool, but its usage limits are the most restrictive.
Mitigation: Use Sonnet by default. Start fresh conversations per task. Load context via Projects rather than long threads. Reserve CoWork for batch tasks earlier in the day.
Cost Optimization by Role
Assigning all 4 tools to all 35 people costs ~$2,800–3,500/month. Role-targeted allocation cuts this roughly in half.
| Role bucket | Primary | Secondary | Skip |
|---|---|---|---|
| Content & Creative | Claude Pro $20 | ChatGPT Plus $20 | Gemini consumer |
| Technical & Build | Claude Pro $20 | ChatGPT Plus $20 | Notion AI, Gemini consumer |
| Strategy & Growth | ChatGPT Business $25 | Gemini (via Workspace) | — |
| Client & Operations | Notion Business $20 | Gemini (via Workspace) | — |
Estimated total: ~$1,155/month vs. ~$3,300 for all-four-for-everyone.
Tool Verdict Summary
| Tool | Verdict | Primary users |
|---|---|---|
| ChatGPT | Most versatile. Agent Mode, Codex, Deep Research, Canvas, and memory in one $20 plan. Full Workspace connectors need Business ($25). | Strategists, SEO, DevOps (secondary), Writers (secondary) |
| Claude | Best output quality. Strongest coding agent. CoWork is real but credit limits are a genuine daily friction point for power users. | Writers, WordPress developers, DevOps |
| Notion AI | Best knowledge hub. Multi-model, Enterprise Search across Notion + Slack + Drive, AI Meeting Notes, Custom Agents. Gmail connector pending. | Account managers, CS specialists, Project managers |
| Gemini | Deepest Google Workspace integration. Unique Drive-as-a-source Deep Research. 88% hallucination rate in open chat — use NotebookLM for research. | Google Workspace daily users, research-heavy roles |
Quick Role Router
| I am a... | Start here |
|---|---|
| Writer / copywriter | Claude → Projects for brand voice |
| Social media manager | ChatGPT → Canvas + Image gen |
| WordPress designer / developer | Claude → Claude Code |
| WordPress admin / updater | Claude → CoWork batch tasks |
| DevOps | Claude → Claude Code (terminal) |
| SEO specialist | ChatGPT → Deep Research |
| Local SEO | ChatGPT → Deep Research + Scheduled Tasks |
| Strategist | ChatGPT → Deep Research + memory |
| Account manager | Notion AI → Enterprise Search + Meeting Notes |
| CS specialist | Notion AI → Enterprise Search + Gmail (Gemini) |
| Project manager | Notion AI → Custom Agents + database autofill |
ChatGPT
ChatGPT is the most feature-complete platform at the $20/month price point — writing, deep research, browser automation, coding, image generation, and video are all in one subscription with no separate add-ons.
Price
| Plan | Monthly | Min seats | Key difference |
|---|---|---|---|
| Plus | $20/seat | 1 | Core everything — covers 95% of agency use cases |
| Business | $25/seat | 2 | Full Google Workspace connectors (Gmail + Drive) + admin controls |
| Pro | $200/seat | 1 | Unlimited everything — not standard for most roles |
Upgrade to Business only if you need: full Gmail + Drive integration, or admin controls over team access.
Best For
| Best for | Why | Not best for |
|---|---|---|
| Strategists | Deep Research (25/mo) + persistent memory across all sessions | Best prose writing → Claude |
| SEO specialists | Deep Research + Drive connector for combining files with web research | Native Gmail/Docs side panel → Gemini |
| Social media | Image generation + Canvas content calendar drafting | Team knowledge base search → Notion AI |
| DevOps / developers | Codex cloud coding agent + Agent Mode for browser-based tasks | Meeting transcription → Notion AI |
| Writers (secondary) | Canvas for document iteration + Custom GPTs for brand-specific agents |
Quick Reference
| Task | How | Notes |
|---|---|---|
| Competitive research report | Deep Research | 25/mo, cited, analyst-quality |
| Weekly monitoring (automated) | Scheduled Tasks | Set Sunday night — arrives Monday AM |
| Browser automation | Agent Mode | No rolling credit problem at Plus |
| Social media images | GPT Image 1.5 | ~50 per 3-hour window |
| Long-form documents | Canvas | Revision history, inline editing |
| Content calendar | Canvas | Draft full 4-week calendar in one prompt |
| SEO content briefs | ChatGPT + Drive (Business) | Combines your files with web research |
| Custom workflow agent | Custom GPTs | Build once, share to team workspace |
Claude
Claude produces the best writing quality of the four tools and contains the strongest coding agent (Claude Code) at this price point. Its main constraint is a rolling 5-hour usage window — power users and CoWork automation tasks will hit it.
Price
| Plan | Monthly | Min seats | Key difference |
|---|---|---|---|
| Pro | $20/seat | 1 | CoWork + Claude Code included — sufficient for most roles |
| Team | $25/seat | 5 | Shared Projects + admin controls + spend caps |
| Max 5x | $100/seat | 1 | ~5× more usage — required for daily Claude Code or heavy CoWork |
| Max 20x | $200/seat | 1 | Near-unlimited — for DevOps running Claude Code all day |
The credit reality: Pro is fine for writers and occasional users. Developers running Claude Code and staff doing daily CoWork automation will exhaust Pro within a single session — Max 5x is the practical threshold.
Best For
| Best for | Why | Not best for |
|---|---|---|
| Writers / copywriters | Best prose quality; Projects for persistent brand voice | Image/video generation → ChatGPT or Gemini |
| WordPress developers | Claude Code — complete, architecturally aware PHP/JS | Google Workspace native side panel → Gemini |
| DevOps | Claude Code for infra scripts, CI/CD, Docker — caution-first reasoning | Cross-tool search (Notion + Slack + Drive) → Notion AI |
| Complex analytical work | Extended Thinking for strategy docs and technical architecture | Meeting transcription → Notion AI |
| Teams with shared knowledge | Team Projects shared across all members; Jira/Confluence integrations | Sustained automation without credit anxiety → Notion Agents |
Quick Reference
| Task | How | Notes |
|---|---|---|
| Long-form blog / article | Claude Pro, in a Project | Best prose, brand context pre-loaded |
| Landing page copy | Claude Project | Goal + audience + CTA → full page |
| Email sequence | Claude Project | Consistent voice across all emails |
| WordPress custom code | Claude Code (terminal) | Full output, no placeholders |
| DevOps / CI-CD scripts | Claude Code | Reads existing files before writing |
| Complex analytical brief | Extended Thinking | Deeper reasoning than standard mode |
| Proposal or SOW | Claude | Best prose for client-facing documents |
| Content repurposing | Claude | Blog → LinkedIn + Twitter + email + meta |
Notion AI
Notion AI is not a chat tool — it is AI embedded in your team's existing project management system. Its defining feature is Enterprise Search: one question searches Notion, Slack, and Google Drive simultaneously, with citations. The primary tool for account managers, CS, and project managers.
Price
| Plan | Monthly | AI included? | Key detail |
|---|---|---|---|
| Plus | $10/user | No | Workspace only |
| Business | $20/user | Yes — fully bundled | The plan the agency needs |
| Enterprise | ~$25–30/user | Yes | SCIM, audit logs, zero AI data retention |
No cheaper path: The old $8/month AI add-on was eliminated May 2025. Full AI requires Business at $20/user/month.
Custom Agents deadline: Free through May 3, 2026. Credits required after. Build your highest-ROI agents now.
Best For
| Best for | Why | Not best for |
|---|---|---|
| Account managers | Enterprise Search replaces manual Notion + Slack + Drive digging | Best prose writing → Claude |
| Project managers | Autofill for status summaries; Custom Agents for weekly reports | Deep web research → ChatGPT |
| CS specialists | AI Meeting Notes + action item extraction; always-current client KB | Coding / DevOps → Claude |
| Anyone managing structured information | Autofill, summaries, Q&A at the database level | Gmail integration (not yet) → Gemini |
Quick Reference
| Task | How | Time saved |
|---|---|---|
| "What did we agree on with [Client]?" | Enterprise Search | 10–20 min → under 1 min |
| Meeting notes + action items | AI Meeting Notes (desktop app) | Automatic, no bot |
| Client CRM status summaries | AI database autofill | Monday refresh in under 60 sec |
| Weekly status reports | Custom Agent (Friday 3pm) | 2 hrs/week → automated |
| Onboarding doc from raw notes | Notion AI editor | Structured page from unstructured input |
Gemini
Gemini has the deepest Google Workspace integration of any tool in this stack — AI lives inside Gmail, Docs, Sheets, Slides, Drive, and Meet without switching tabs. Its open-chat hallucination rate (88%) is high; use NotebookLM for any research where accuracy matters.
Price — Two Separate Products
| Product | Monthly | Account type | What you get |
|---|---|---|---|
| Google AI Pro | $19.99/seat | Personal Google account | Deep Research 20/day, NotebookLM Plus, Imagen 4, full Gemini chat |
| Workspace Business Standard | ~$14/user | Managed Workspace account | Gemini in Gmail/Docs/Meet — admin controlled |
Critical: Consumer AI Pro cannot be used on managed Workspace accounts. If the agency is on Google Workspace, Gemini access comes through the Workspace plan — not personal subscriptions. Confirm your access path with the Workspace admin before purchasing.
Best For
| Best for | Why | Not best for |
|---|---|---|
| Google Workspace daily users | AI lives inside Gmail, Docs, Sheets, Drive, Meet — no tab switching | Best prose writing → Claude |
| High-cadence research | 20 Deep Research reports/day vs. ChatGPT's 25/month | Open-chat research (accuracy) → NotebookLM |
| Research with Drive files | Only tool combining internal Drive files + web in one report | Coding / DevOps → Claude |
| Meet-heavy teams | Live AI notes + action items in Google Meet (Workspace) | Team knowledge base → Notion AI |
Quick Reference
| Task | Tool | Notes |
|---|---|---|
| Email thread summary | Gemini Gmail side panel | "Summarize this thread" — decisions, open items |
| Draft a client reply | Gemini Gmail side panel | Matches conversation tone |
| Catch up after time off | Gmail side panel "Catch me up" | 30–45 min → 5 min |
| Research with Drive files | Deep Research + Drive | Only tool that does this in one step |
| Research knowledge base | NotebookLM | Grounded, cited — no hallucination risk |
| AI notes in Google Meet | Workspace plan | No bot, live transcription + action items |
| High-volume images | Imagen 4 | ~100/day — better for full-day generation |