MindVerve

Insights

Practical guides on priorities, measurement and implementation. Read the method, question the assumptions and apply it to your own context.

You have the tools. What should change first?

AI tools & models

ChatGPT, Claude or Gemini for SEO content: which should you choose?

Choose an AI writing workflow that fits your team. Compare ChatGPT, Claude and Gemini, then try a complete brief with sources, prompts and review checks.

Read the guide Content & editorial strategy

Write a prompt you can actually test

A useful marketing prompt defines the job, supplies reliable facts and makes the result easy to check.

Read the guide Visibility & search

Measure visibility in AI answers responsibly

Build an observation framework that distinguishes mentions, citations, visits and enquiries.

Read the guide Conversion & growth

AI briefing: ChatGPT Ads expands internationally

Reading the August 31, 2026 announcement through a marketing decision lens.

Read the guide

Featured

Conversion & growth

AI ads: more clicks, but more customers?

An Instagram study reports a 0.98% CTR versus 0.65% for a designer. This promising result proves neither higher sales nor a better return on investment.

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Conversion & growth

AI product descriptions: what does a 2.1% sales lift actually mean?

A retail experiment found higher expenditure per consumer after adding AI product descriptions. Read the baseline, business implications and limits before scaling content.

Read the guide

Content & editorial strategy

Coca-Cola says AI cut its Christmas campaign costs. What could it change for your brand?

Coca-Cola reports lower campaign costs with AI. Explore the evidence, its limits and what a focused creative project could mean for your brand.

Read the guide

Articles

Conversion & growth

AI ads: more clicks, but more customers?

An Instagram study reports a 0.98% CTR versus 0.65% for a designer. This promising result proves neither higher sales nor a better return on investment.

Read the guide

Conversion & growth

AI product descriptions: what does a 2.1% sales lift actually mean?

A retail experiment found higher expenditure per consumer after adding AI product descriptions. Read the baseline, business implications and limits before scaling content.

Read the guide

Content & editorial strategy

Coca-Cola says AI cut its Christmas campaign costs. What could it change for your brand?

Coca-Cola reports lower campaign costs with AI. Explore the evidence, its limits and what a focused creative project could mean for your brand.

Read the guide

Automation & productivity

Dots, Muse, Grok Bot and Duet: what can a virtual AI employee do for marketing?

How virtual AI employees work: persistent context, connected tools, local or cloud execution, practical marketing workflows and a controlled first pilot.

Read the guide

Conversion & growth

Google Ads + Meta: why seven conversions can mean six orders

Build one business report without adding the same sale twice. A worked example and two CSV downloads make the reconciliation visible.

Read the guide

Conversion & growth

A ROAS of 4.0: has your AI report earned its budget recommendation?

Check the evidence between attributed purchases, additional revenue and the return expected from a larger advertising budget.

Read the guide

Automation & productivity

A failed automation: can you retry without duplicating the work?

When a marketing workflow stops responding, the useful question is what happened at the destination. Establish that before sending another task, coupon or message.

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Conversion & growth

What can an AI summary really tell you about your customers?

Reviews, support tickets and interviews contain useful clues. Turning them into a marketing decision means keeping track of who spoke, what they said and what the evidence can support.

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Automation & productivity

Prompt injection: can a competitor page redirect your AI assistant?

An assistant needs to read sources without taking orders from them. Here is how to scope a marketing research pilot around that distinction.

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Conversion & growth

Google Ads and GA4 conversions differ. What should your report say?

Before asking AI to explain a conversion gap, establish what each total measures. A practical reconciliation method for marketing teams and agencies.

Read the guide

Content & editorial strategy

100% AI content? Automate production, not mistakes

The useful question is not whether AI can write the whole article. It is whether your team can stand behind every claim it publishes.

Read the guide

Automation & productivity

Automate marketing reporting with Codex

Create repeatable export processing before asking a model to write the commentary.

Read the guide

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Independent expertise across the AI ecosystem · The technology. The practical use.

Independent expertise across the AI ecosystem

Models, applications and agent platforms we can evaluate for your use case. Logos identify their publishers; they do not imply a partnership or certification.