How to Turn Signals Into Campaigns

What counts as a signal?

A signal is any market event, trend, gap, or piece of information that may create a campaign opportunity.

Axy can generate proposed briefs from:

• Market intelligence signals
• AI visibility gaps
• Search demand opportunities
• Competitor updates
• Social trends
• News headlines

Each signal is evaluated against your approved marketing strategy, channel plans, competitors, website index, and channel guidelines.

Step 1: Review market intelligence signals

Market intelligence signals show what your market is reacting to.

These may come from:

• News headlines
• Research
• LinkedIn
• X
• Competitor updates
• Category shifts
• Customer questions

A signal might be a new regulation, an industry debate, a research report, a product launch, or a customer pain point gaining attention.

If the signal is relevant to your audience and connected to your positioning, Axy may turn it into a proposed campaign brief.

Step 2: Review AI visibility gaps

AI visibility gaps show where your brand is missing from important AI-generated answers.

For example, Axy may detect that competitors are being mentioned for prompts like:

• “Best AI marketing tools for B2B SaaS”
• “How to improve AI search visibility”
• “Alternatives to SEO agencies”
• “GEO tools for startups”

These gaps can become campaign opportunities because they show where your brand needs stronger content, clearer positioning, or better citation signals.

Axy can turn these gaps into proposed briefs for GEO articles, comparison pages, LinkedIn posts, X threads, and supporting content.

Step 3: Review search demand opportunities

Search demand opportunities show what your audience is actively looking for.

Axy may identify:

• Rising keywords
• Prompt opportunities
• Customer questions
• Comparison searches
• Use-case searches
• Problem-aware searches
• Category searches

Search demand is useful because it shows existing intent.

If a topic has rising search demand and fits your strategy, Axy may suggest a campaign brief designed to help you capture that demand.

Step 4: Review competitor updates

Competitor updates show what other companies in your market are doing.

Axy may detect:

• New competitor pages
• New blog posts
• Product launches
• Messaging changes
• New comparison content
• Social campaigns
• AI visibility changes
• Category positioning shifts

Competitor updates can become campaign opportunities when they reveal a gap, threat, or opening.

For example, if a competitor starts owning a narrative you care about, Axy may suggest a campaign that helps you respond with your own point of view.

Step 5: Review social trends

Social trends show what your audience is discussing across channels like LinkedIn and X.

Axy may identify:

• Recurring pain points
• Viral post formats
• Emerging debates
• Founder conversations
• Customer objections
• Category narratives
• High-engagement topics

Social trends are especially useful for LinkedIn and X content because they reflect what people are already paying attention to.

Axy can turn social trends into thought leadership, commentary, founder posts, short-form posts, or threads.

Step 6: Review news headlines

News headlines can create timely campaign opportunities.

Axy may use news to identify:

• Regulatory changes
• Market events
• Funding announcements
• Industry reports
• Product launches
• Economic shifts
• Technology changes
• Customer behavior changes

A news headline becomes useful when your company has a relevant perspective or product connection.

Axy can turn that headline into educational content, market commentary, GEO articles, or social posts.

Step 7: Open Proposed Briefs

Once Axy identifies a relevant opportunity, it creates a brief in Workspace → Proposed Briefs.

Each proposed brief may include:

• Campaign topic
• Source signal
• Target audience
• Recommended channel
• Suggested angle
• Why the campaign matters
• Search or prompt opportunity
• Competitor context
• Suggested CTA
• Internal link opportunities

This lets you quickly decide whether the campaign is worth generating.

Step 8: Generate the campaign

When you find a brief you like, click Generate.

Axy will generate the campaign using:

• The source signal
• Your approved marketing strategy
• Your channel plans
• Your channel guidelines
• Your competitor context
• Your knowledge base
• Your website index
• Relevant AI visibility and search data

The generated content is added to your Marketing Calendar for review, editing, approval, scheduling, or publishing.

FAQ

Do I need to act on every signal?

No. Axy may surface more signals than you need. Prioritize signals that are relevant to your ICP, connected to your product, timely, and useful for your current growth goals.

How do I know which proposed briefs to generate?

Choose briefs that support your strategy, have clear audience relevance, connect to real demand, or help close an AI visibility gap.

Are signal-based campaigns already optimized for each channel?

Yes. Axy uses your GEO, LinkedIn, and X plans and guidelines to adapt the campaign for each channel.

Where does the generated content go?

Generated campaign content is added to your Marketing Calendar. From there, you can review, edit, approve, schedule, publish, or export it.

Best practices

Review Proposed Briefs weekly

Use Proposed Briefs as your weekly campaign planning layer.

Prioritize demand-backed signals

The strongest signals are usually supported by search demand, AI visibility gaps, or social traction.

Act early on emerging trends

If a signal is relevant and still forming, publishing early can help you own the narrative.

Use competitors as context, not direction

Competitor movement can reveal opportunities, but your campaign should still reflect your own strategy and point of view.

Keep your strategy updated

Better strategy and channel guidelines lead to better proposed briefs.