Smarter Tools for Digital Growth
Practical research on SEO, AI search visibility and marketing software for people building an online business.
AK Growth Lab is developing independent reviews, comparisons and guides to help you ask better questions before choosing a tool.
What We Cover
SEO & Search
Keyword research, competitor analysis, backlinks and rank tracking — with a focus on choosing tools that fit your workflow.
AI Visibility
Exploring how brands appear in AI-powered search, how to document mentions and what visibility metrics can and cannot tell you.
Marketing Software
SaaS tools for marketers, creators and small businesses, evaluated through practical use cases, limitations and costs.
Featured Research
Our first research series is in preparation. The articles below are coming soon.
Semrush: A Practical Review
Planned coverage: SEO research workflows, competitor analysis, reporting and questions to consider before subscribing.
Semrush vs Ahrefs
A planned comparison of keyword research, backlink analysis, usability and subscription considerations. No winner has been selected.
Tracking Brand Visibility in AI Search
An upcoming guide to recording brand mentions, comparing prompts and understanding the limits of AI visibility measurements.
About AK Growth Lab
AK Growth Lab is an independent publishing project focused on search, software and digital growth. Our aim is to make software research clearer for marketers and growing businesses.
We distinguish hands-on testing from research based on public documentation. We explain limitations and avoid promises of guaranteed rankings, traffic or revenue.
Affiliate Disclosure
Some future articles may include affiliate links. If you purchase through one of those links, AK Growth Lab may earn a commission at no additional cost to you. Affiliate links will be identified near the relevant recommendation.
This launch page contains no affiliate purchase links. Product names belong to their respective owners; mentioning a product does not imply a partnership or endorsement.
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Contact
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