Agentic AI Chat
Cuppa Chat isn’t just a chatbot - it’s an autonomous AI agent that can research, create, optimize, and publish content using natural language. Tell it what you want, and it executes multi-step workflows automatically.
What Makes It “Agentic”
Traditional AI chat: You ask, it answers.
Agentic AI chat: You give it a goal, it figures out the steps, executes them, and delivers results.
Example
Traditional: “Write me an article about SEO” → AI writes generic article
Agentic: “Research our best-performing keywords, find a gap, write an article targeting it, optimize for our brand voice, and schedule it for next Tuesday” → AI researches GSC data → identifies opportunity → generates article → applies brand voice → adds to content planner
Core Capabilities
Research
| Tool | What It Does |
|---|---|
research_keywords | Keyword research from seed terms |
analyze_serp | SERP analysis with competitor breakdown |
get_striking_distance | Keywords ranking 4-20 (quick wins) |
cluster_keywords | Group keywords by intent/topic |
get_analytics | Content performance data |
get_gsc_performance | Google Search Console clicks, impressions, top queries |
get_bing_performance | Bing Webmaster totals, top queries and pages |
get_brand_performance | Performance Hub overview (combined Search KPIs + BVS) |
get_articles | List your published/draft content |
get_clusters | Retrieve existing keyword clusters |
Content Generation
| Tool | What It Does |
|---|---|
generate_article | Full article targeting keywords |
generate_social_posts | Platform-specific social content |
generate_featured_image | AI images for articles |
generate_carousel | Multi-slide carousel content |
compare_articles | Score and compare versions |
import_url | Fetch and parse external content |
Content Management
| Tool | What It Does |
|---|---|
save_to_drafts | Save content as draft |
add_to_planner | Schedule in content planner |
update_planner_item | Modify scheduled items |
create_cluster | Create new keyword cluster |
update_article | Edit existing articles |
delete_article | Remove articles (with confirmation) |
Publishing
| Tool | What It Does |
|---|---|
publish_to_cms | Push to WordPress, Ghost, Webflow |
schedule_social | Schedule via Late.dev integration |
add_internal_link | Insert links between articles |
Advanced Workflows
| Tool | What It Does |
|---|---|
generate_content_calendar | Multi-week content planning |
find_linking_opportunities | Internal link suggestions |
generate_optimization_suggestions | SEO improvement recommendations |
send_slack_notification | Notify when tasks complete |
Using Agentic Chat
Starting a Conversation
- Navigate to Cuppa Chat
- Type your request naturally
- Watch as the AI plans and executes
Natural Language Examples
Research:
“What keywords are we ranking for but not in the top 3?”
“Analyze the SERP for ‘best project management software’ and show me the top competitors”
Content Creation:
“Write a how-to guide about setting up email automation, use our brand voice”
“Create 5 social posts promoting our new feature launch for LinkedIn and Twitter”
Content Management:
“Schedule my last article for next Monday and create social posts to go with it”
“Find articles that could link to our pricing page and add the links”
Full Workflows:
“Research trending topics in our niche, create a content calendar for the next month, and schedule the first article”
How It Works
Intent Classification
When you send a message, Cuppa:
- Classifies intent - Content, social, SEO, strategy, or publishing
- Filters relevant tools - Only shows tools matching your intent
- Plans execution - Determines which tools and in what order
- Executes with context - Uses your brand data throughout
Brand Context
Every action is informed by your Brand DNA:
- Brand Voice - Writing style and tone
- Knowledge Sources - Custom context and facts
- Brand Research - Keywords, competitors, market data
- Visual Style - Colors and brand aesthetics for images
Memory System
Cuppa remembers:
| Memory Type | What It Stores |
|---|---|
| Brand Memory | Your brand context, voice, products |
| Session Memory | Current conversation context |
| Learning Memory | Your preferences over time |
Approval Levels
Different actions require different approval:
| Level | Description | Example Actions |
|---|---|---|
| Auto | Executes immediately | Research, fetching data |
| Quick | Brief confirmation | Saving drafts, adding to planner |
| Suggest | Shows plan first | Generating content, bulk operations |
| Explicit | Requires clear approval | Deleting content, publishing |
You’re always in control of consequential actions.
Rate Limits
Usage is plan-based:
| Plan | Iterations/Hour | Concurrent Jobs | Research Calls |
|---|---|---|---|
| Solo | 50 | 3 | 25 |
| Studio | 100 | 5 | 50 |
| Scale | 200 | 10 | 100 |
| Enterprise | 200 | 10 | 100 |
Legacy plans: Hobby, Power, Business, Agency, and Agency+ map to the tiers above.
Iteration: Each tool execution counts as one iteration.
Example Workflows
Content Gap Analysis
You: Find keywords we're not ranking for but our competitors are
Cuppa:
→ Analyzing your GSC data
→ Researching competitor keywords
→ Identifying gaps
→ Here are 15 keyword opportunities with volume and difficulty...Full Article Workflow
You: Write an article about "how to improve website speed" and schedule it for Friday
Cuppa:
→ Researching SERP for this topic
→ Analyzing top-ranking content
→ Generating comprehensive article
→ Applying your brand voice
→ Adding internal links
→ Scheduling for Friday
→ Done! Article scheduled. Would you like social posts to promote it?Social Content Burst
You: Create a week's worth of social posts promoting our latest blog post
Cuppa:
→ Reading your latest article
→ Generating 7 unique angles
→ Creating LinkedIn posts (3)
→ Creating Twitter threads (2)
→ Creating Instagram captions (2)
→ Here are your posts. Want me to schedule them throughout the week?Internal Linking Audit
You: Find articles that should link to each other but don't
Cuppa:
→ Analyzing your content library
→ Running semantic similarity
→ Identifying linking opportunities
→ Found 23 potential internal links. Here are the top 10 opportunities...Best Practices
Be Specific
❌ "Write something about marketing"
✅ "Write a 1,500-word guide about email marketing automation for SaaS companies, targeting the keyword 'email marketing automation tools'"Use Context
❌ "Create social posts"
✅ "Create LinkedIn posts promoting our article about SEO best practices, emphasizing our unique approach to technical SEO"Chain Actions
✅ "Research keywords about 'content marketing', cluster them, create a content calendar for the top 5 clusters, and draft the first article"Review Before Publishing
✅ "Generate the article but don't publish yet - I want to review it first"Troubleshooting
”Agent seems stuck”
Try: Simplify your request. Break complex workflows into steps.
”Wrong brand voice”
Check: Brand Voice is set up and active. The agent uses whatever voice is currently active.
”Not using my knowledge sources”
Try: Explicitly mention them: “Using our product documentation, write about…"
"Actions not executing”
Check: You may have hit rate limits. Check your plan’s limits and wait if needed.
”Results not relevant”
Improve: Add more context about your industry, audience, and goals.
Permissions
Tool access varies by role:
| Role | Access |
|---|---|
| Owner | All tools |
| Admin | All tools except billing |
| Editor | Content tools, no publishing |
| Viewer | Research tools only |
Coming Soon
Features in development:
- Multi-step workflow templates - Save and reuse complex workflows
- Scheduled agent tasks - “Every Monday, find trending topics and suggest articles”
- Cross-brand coordination - Agents managing multiple brands
- Custom tool creation - Add your own integrations
Plan Availability
| Feature | Solo | Studio | Scale | Enterprise |
|---|---|---|---|---|
| Basic Chat | ✅ | ✅ | ✅ | ✅ |
| Agentic Mode | ❌ | ✅ | ✅ | ✅ |
| All Tools | - | ✅ | ✅ | ✅ |
| Memory System | - | ✅ | ✅ | ✅ |
| Higher Rate Limits | - | ✅ | ✅ | ✅ |
Related Features
- Brand Voice - Applied to all generated content
- Knowledge Sources - Custom context for accuracy
- Content Planner - Where scheduled content lands
- Content Clusters - Organize keyword research