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Cuppa ChatAgentic AI

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

ToolWhat It Does
research_keywordsKeyword research from seed terms
analyze_serpSERP analysis with competitor breakdown
get_striking_distanceKeywords ranking 4-20 (quick wins)
cluster_keywordsGroup keywords by intent/topic
get_analyticsContent performance data
get_gsc_performanceGoogle Search Console clicks, impressions, top queries
get_bing_performanceBing Webmaster totals, top queries and pages
get_brand_performancePerformance Hub overview (combined Search KPIs + BVS)
get_articlesList your published/draft content
get_clustersRetrieve existing keyword clusters

Content Generation

ToolWhat It Does
generate_articleFull article targeting keywords
generate_social_postsPlatform-specific social content
generate_featured_imageAI images for articles
generate_carouselMulti-slide carousel content
compare_articlesScore and compare versions
import_urlFetch and parse external content

Content Management

ToolWhat It Does
save_to_draftsSave content as draft
add_to_plannerSchedule in content planner
update_planner_itemModify scheduled items
create_clusterCreate new keyword cluster
update_articleEdit existing articles
delete_articleRemove articles (with confirmation)

Publishing

ToolWhat It Does
publish_to_cmsPush to WordPress, Ghost, Webflow
schedule_socialSchedule via Late.dev integration
add_internal_linkInsert links between articles

Advanced Workflows

ToolWhat It Does
generate_content_calendarMulti-week content planning
find_linking_opportunitiesInternal link suggestions
generate_optimization_suggestionsSEO improvement recommendations
send_slack_notificationNotify when tasks complete

Using Agentic Chat

Starting a Conversation

  1. Navigate to Cuppa Chat
  2. Type your request naturally
  3. 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:

  1. Classifies intent - Content, social, SEO, strategy, or publishing
  2. Filters relevant tools - Only shows tools matching your intent
  3. Plans execution - Determines which tools and in what order
  4. 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 TypeWhat It Stores
Brand MemoryYour brand context, voice, products
Session MemoryCurrent conversation context
Learning MemoryYour preferences over time

Approval Levels

Different actions require different approval:

LevelDescriptionExample Actions
AutoExecutes immediatelyResearch, fetching data
QuickBrief confirmationSaving drafts, adding to planner
SuggestShows plan firstGenerating content, bulk operations
ExplicitRequires clear approvalDeleting content, publishing

You’re always in control of consequential actions.


Rate Limits

Usage is plan-based:

PlanIterations/HourConcurrent JobsResearch Calls
Solo50325
Studio100550
Scale20010100
Enterprise20010100

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:

RoleAccess
OwnerAll tools
AdminAll tools except billing
EditorContent tools, no publishing
ViewerResearch 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

FeatureSoloStudioScaleEnterprise
Basic Chat
Agentic Mode
All Tools-
Memory System-
Higher Rate Limits-