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✦ AI Operator Agents

Describe the work.
Operator Agents
build it.

More channels, more clients, same team. TapClicks AI Operator Agents take the setup work off your plate: tell them what you need in plain English and they blend sources, build metrics, create charts, and assemble dashboards for you.

Four agents. One platform. Plain English, no code Built on your connected data
From raw data to a finished dashboard4 requests
Data Blending Agent
"Create a channel from Google Ads and Meta Ads"
Paid Media channel created
Data Transformation Agent
"Calculate cost per lead"
Cost Per Lead calculation added
Widget Creation Agent
"Which campaigns are driving the most conversions?"
Bar chart built from live data
Dashboard Creation Agent
"Create an executive-ready marketing dashboard"
Full dashboard, every section structured
The gap in most AI tools

Why do most AI marketing tools stop at answers?

You're not short on AI insights. You're short on time to act on them. Most AI tools tell you what's happening, then leave the blending, formulas, charts, and dashboards to your team. Operator Agents take the action and configure TapClicks for you.

Answer-only AI
1
Ask a question about your data
2
Get a summary or recommendation
3
Blend, calculate, and chart it yourself
4
Build the dashboard by hand
You still do the work
Operator Agents
1
Describe what you need
2
The agent configures it inside TapClicks
3
Review, refine, and use it
The agent does the work
Operator Agents, explained

What are AI Operator Agents?

AI Operator Agents are TapClicks AI agents that complete platform tasks from plain-English requests. There are four: the Data Blending Agent combines platforms into one channel, the Data Transformation Agent builds custom metrics, the Widget Creation Agent creates charts, and the Dashboard Creation Agent assembles full dashboards.

They run on 15 years of structured, governed marketing data infrastructure, so what they build reflects your real performance. Everything they create stays visible and editable.

Meet the four AI Operator Agents

Use one on its own, or chain all four to go from raw data to a client-ready dashboard.

Blend your data

Data Blending AgentNew

Combine ad platforms into one channel just by asking. Also called Channel Operator, it matches the fields that line up across platforms and builds the blended channel for you.

Try asking
"Create a channel from Google Ads and Meta Ads."
Best for: cross-platform reporting
Learn more about Data Blending
Build your metrics

Data Transformation Agent

Turn plain English into custom KPIs. Describe a metric like cost per lead, ROAS, or CPA and the agent writes the formula. No SQL or spreadsheets.

Try asking
"Calculate cost per lead."
Best for: custom KPIs without code
Learn more about Data Transformation
Visualize a question

Widget Creation Agent

Build any chart by describing what you want to see. The agent finds the data, picks the right chart type, and renders it with your live data.

Try asking
"Which campaigns are driving the most conversions?"
Best for: one-off views and client asks
Learn more about Widget Creation
Assemble the report

Dashboard Creation Agent

Build a full dashboard from one prompt. The agent selects metrics across your channels, picks visualizations, and organizes everything into sections.

Try asking
"Create an executive-ready marketing dashboard with Google Ads and Facebook Ads."
Best for: new client and executive dashboards
Learn more about Dashboard Creation

How do the Operator Agents work together?

Each agent handles one stage of the reporting workflow. Chain them and a new client goes from scattered platforms to a finished dashboard in a handful of requests.

Step 1
Data Blending Agent

Unify your sources

Combine platforms like Google Ads and Meta Ads into one channel.

Step 2
Data Transformation Agent

Define your metrics

Add the KPIs your clients care about, like cost per lead or ROAS.

Step 3
Widget Creation Agent

Answer specific questions

Turn any performance question into a live chart.

Step 4
Dashboard Creation Agent

Assemble the report

Generate a complete, structured dashboard, ready to share.

See it in action

Watch the Operator Agents work

Data Transformation Agent building a custom metric from plain English. See how it works
Widget Creation Agent going from a question to a live chart. See how it works

Which Operator Agent do I need?

Start with the task in front of you. Here's where each agent fits.

If you want to... Use this agent What you get
Compare performance across ad platforms Data Blending Agent One blended channel with matched dimensions and metrics
Track a KPI your platforms don't report Data Transformation Agent A custom calculation, like cost per lead or ROAS, built from plain English
Answer one specific question visually Widget Creation Agent A live chart with the right visualization for your question
Stand up a new client or executive report Dashboard Creation Agent A complete dashboard, organized into sections, from a single prompt

Why do Operator Agents change how teams report?

Setup has always been the quiet bottleneck. When it takes a sentence instead of an afternoon, the whole team moves differently.

More capacity, same headcount

Hours once spent configuring reports go back to the strategy and analysis clients pay for.

Faster client onboarding

New accounts get blended data, custom metrics, and a working dashboard on day one.

Consistent reporting at scale

The same logic and structure across every client, without rebuilding it each time.

Built forMarketing analystsAgencies & account managersMarketing operationsMarketing leaders

AI Operator Agents: frequently asked questions

Straight answers about what the agents do and how they fit together.

What are TapClicks AI Operator Agents?+
AI Operator Agents are TapClicks AI agents that complete platform tasks from plain-English requests. The four agents blend data sources into channels, build custom metrics, create charts, and assemble full dashboards, all using your connected marketing data.
What is the difference between Operator Agents and AI tools that analyze data?+
Most AI analytics tools answer questions about data that's already set up. Operator Agents take the action: they configure channels, calculations, widgets, and dashboards inside TapClicks on your behalf, so the AI doesn't just tell you what to build, it builds it.
Which AI Operator Agents are available in TapClicks?+
There are four: the Data Blending Agent (Channel Operator), the Data Transformation Agent, the Widget Creation Agent, and the Dashboard Creation Agent.
Do I need technical skills to use Operator Agents?+
No. Each agent works from plain-English requests, so there's no SQL, formula syntax, or field mapping to learn. If you can describe what you need, the agent can build it.
Do Operator Agents use my real marketing data?+
Yes. The agents work with the data sources connected to your TapClicks account, so the channels, metrics, charts, and dashboards they create reflect your actual campaign performance.
Can I edit what the agents build?+
Yes. Everything an Operator Agent creates is visible and fully editable. You can refine it in the standard TapClicks editors or ask the agent to make changes. As with any AI-supported feature, review the output before sharing it with clients or using it for business decisions.
Can I use the Operator Agents together?+
Yes. They're designed to cover the full reporting workflow: blend your sources, define your metrics, build individual charts, and assemble the dashboard. You can use one agent on its own or chain all four.

Ready to hand off the setup work?

See all four Operator Agents build a channel, a metric, a chart, and a dashboard from your own platforms in a live demo.