Notes

Straight answers on growth marketing.

One question, one clear answer, drawn from live accounts — paid media, attribution, SEO and conversion rate optimisation. A new piece every week.

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Best Answer Engine Optimization Agencies in 2025
9 min readSEO, AEO & GEO

Best Answer Engine Optimization Agencies in 2025

The best answer engine optimization agencies combine technical entity schema, direct-answer content architecture, and multi-platform digital PR to secure citations across ChatGPT, Perplexity, and Gemini. Rather than selling backlink bundles, top providers focus on brand footprint validation and conversion capture.

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n8n vs Make vs Zapier: which should you choose?
6 min readMarketing Automation

n8n vs Make vs Zapier: which should you choose?

Choose Zapier for straightforward app connections, Make for visual branching workflows, and n8n when hosting control or custom AI steps matter. Compare the actual workflow, integration support and usage billing, not just the headline subscription. Self-hosting adds maintenance responsibilities; the right platform depends on your team's capabilities.

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How do you build an AI sales agent on WhatsApp?
7 min readAI Agents for Business

How do you build an AI sales agent on WhatsApp?

Build an AI sales agent on WhatsApp by connecting the Business Platform to a workflow, grounding replies in approved knowledge and defining lead qualification and human handoff. Check messaging consent and the customer-service window before sending. Test duplicate events, incorrect answers and escalation before enabling automated sales follow-up.

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What is the difference between SEO and AEO?
5 min readSEO, AEO & GEO

What is the difference between SEO and AEO?

SEO improves visibility in search results; AEO makes information easier for answer engines to retrieve, understand and cite. Both need crawlable pages, useful content and credible entities. Add direct answers, clear headings and accurate schema alongside technical SEO. Neither approach guarantees rankings, AI citations or featured snippets.

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How is AI changing digital marketing in 2026?
8 min readAI Agents for Business

How is AI changing digital marketing in 2026?

AI in digital marketing automates parts of bidding, content production, reporting and customer conversations. Marketers still define objectives, validate data and review decisions. Practical adoption starts with reliable conversion tracking, approved knowledge and bounded workflows; personalization and generative creative need human quality checks before campaign budgets or commitments expand.

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AEO: how do you get your brand cited by ChatGPT and Perplexity?
7 min readSEO, AEO & GEO

AEO: how do you get your brand cited by ChatGPT and Perplexity?

To improve eligibility for AI citations, publish crawlable pages with direct answers, evidence, clear authorship and consistent entity information. Use accurate structured data and contextual internal links, then monitor actual citations. Allow relevant crawlers while protecting private content; llms.txt is supplementary discovery guidance, not a guaranteed inclusion mechanism.

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