01
Generic Prompts
One-off prompts create inconsistent outputs across the team.
Custom AI Agents
Custom AI Agents Built Around Your Marketing Workflows
We build custom AI agents that streamline marketing workflows, support SEO and GEO initiatives, automate repetitive tasks, and accelerate execution. Built around your processes and brand standards, our agents improve efficiency and consistency while keeping strategic decisions in human hands.
Why Custom AI Agents Matter
Generic AI tools are not enough for repeatable marketing work.
Marketing teams often use AI one prompt at a time. That can help in the moment, but it rarely creates consistency. Custom AI agents give teams a more structured way to analyze information, follow defined steps, apply brand or strategy context, and produce outputs that can be reviewed and reused.
02
Missing Context
AI tools often lack the client, brand, campaign, or reporting context needed to be useful.
03
Inconsistent Standards
Different users apply different assumptions, formats, and quality expectations.
04
Manual Rework
Teams still spend time recreating the same analysis, summary, or QA process.
05
No Review Logic
AI outputs need clear checkpoints for accuracy, brand fit, and strategic judgment.
06
Limited Reusability
Good workflows get lost when they are not turned into repeatable agent instructions.
Our Custom AI Agent Approach
Agents built for defined marketing jobs, not vague AI experiments.
Silverback creates custom AI agents around specific marketing use cases. Each agent should have a clear purpose, defined inputs, expected outputs, usage instructions, and human review standards.
01
Define the Job
Identify the specific marketing task the agent should support.
02
Map Inputs and Context
Clarify what data, files, prompts, brand context, or examples the agent needs.
03
Build the Agent Instructions
Create structured instructions, output formats, reasoning rules, and review expectations.
04
Test Against Real Work
Run the agent against actual marketing examples and evaluate quality, accuracy, and usefulness.
05
Document and Refine
Create usage guidance and improve the agent based on team feedback and output quality.
Marketing Agent Use Cases
Agents designed for repeatable marketing analysis, reporting, research, and QA.
Custom AI agents work best when they are built around a defined job. Silverback helps marketing teams create agents that support high-frequency tasks where structure, context, review standards, and consistency matter.
1Ingest & Audit
01
SEO Audit Interpretation
Summarizes crawl exports, technical findings, issue severity, and recommended next steps from raw audit data.
Reads: Screaming Frog, Sitebulb exports
02
GEO Visibility Agent
Reviews AI citation gaps, schema observations, answerability checks, and source signal coverage across AI platforms.
Reads: GEO audit inputs, platform data
03
Search Console Analysis
Identifies query trends, CTR gaps, striking-distance rankings, emerging URLs, and pages losing ground.
Reads: GSC exports, GA4 data
2Analyze & Plan
04
Reporting Summary Agent
Turns GA4, GSC, ranking, and AI visibility data into first-draft weekly or monthly reporting insights, ready to review instead of starting from scratch.
Outputs: Draft report narratives
05
Content Brief Agent
Creates first-draft content briefs based on search intent, target pages, competitor gaps, and answer-first structure.
Outputs: SEO-ready content briefs
3Review & QA
06
Paid Media Review Agent
Summarizes campaign movement, creative testing results, audience performance, and optimization considerations across paid channels.
Reads: Campaign dashboards, ad data
07
Website QA Agent
Supports landing page reviews, metadata checks, content QA, schema validation, and pre-launch review workflows before anything goes live.
Outputs: QA checklists, fix lists
4Communicate
08
Executive Insight Agent
Converts detailed analysis into concise summaries for leadership and client communication with the right message and length.
Outputs: Exec summaries, client briefs
∑
The complete pipeline
8 agents. 4 phases. One workflow that moves from raw data to client-ready deliverables without starting from scratch each time.
Built on your data. Reviewed by your team.
Pipeline output
Framework
The Silverback Custom AI Agent Framework
Step 01
Identify
Choose one repeatable marketing task where an agent could improve speed or consistency.
Step 02
Structure
Define the inputs, context, examples, rules, and expected output format.
Step 03
Build
Create the agent instructions, workflow logic, prompt structure, and review standards.
Step 04
Test
Run the agent on real examples and evaluate accuracy, usefulness, and consistency.
Step 05
Document
Create usage notes so the team understands when and how to use the agent.
Step 06
Refine
Improve the agent over time based on output quality, user feedback, and workflow changes.
Engagement Scope
What a Custom AI Agent Engagement Can Include
A custom AI agent engagement helps your team turn one or more repeatable marketing tasks into structured AI-supported workflows with defined inputs, outputs, usage instructions, and review standards.
Discovery & Design6 items
- Custom agent use case review
- Workflow and task mapping
- Input and data requirement review
- Prompt and instruction design
- Output format planning
- Brand and voice guidance
Testing & Adoption6 items
- Agent testing against real examples
- QA and review criteria
- Documentation and usage notes
- Team adoption support
- Refinement recommendations
- Future agent roadmap
Expected Outcomes
What Your Team Can Expect
Reusable Marketing
Workflows
Turn repeatable tasks into structured AI-supported processes.
Agent library
SEO auditGEO reviewGSC analysisReport summary
Faster First-Draft
Analysis
Speed up summaries, research, reporting, QA, and review work.
Draft outputs
Reporting12m↓ 62%
Research9m↓ 48%
More Consistent
Outputs
Create clearer standards for formatting, tone, structure, and recommendations.
Output standards
- ✓ Format locked
- ✓ Tone aligned
- ✓ Structure consistent
Better Human
Review
Define where accuracy, strategy, brand fit, and final judgment are required.
Review checkpoints
- ✓ Accuracy verified
- ✓ Brand fit approved
- ✓ Strategy sign-off
Reduced Prompt
Drift
Move from scattered prompt usage to documented agent instructions.
Instruction source
Before
Scattered prompts in chat tools
After
Documented agent instructions
A Practical Agent
Roadmap
Identify where additional agents could support future marketing workflows.
Next agents
Content brief agentHigh value
Paid media reviewNext up
Related Services
Connect Custom AI Agents to the Rest of Your Marketing Workflow
Custom AI agents work best when they support a broader marketing system. These related services help connect agents to workflow design, automation, strategy, and reporting.
Ready when you are
Build One Useful Agent First
Custom AI agents do not need to start as a large technical project. Silverback can help your team identify one repeatable marketing task, build a practical agent around it, test the output, and document how it should be used.