SEO
Research, auditing, tracking and technical SEO.
Nothing launched in this category yet.
Be the firstAbout SEO
Search tooling is a mature category with a clear split: tools that tell you what is happening, and tools that help you do something about it. Most people over-invest in the first and under-invest in the second, which is why so many teams have a dashboard full of metrics and no change in traffic.
The research tools — keyword volume, difficulty scores, competitor gap analysis — are useful for direction and unreliable for precision. Volume figures are estimates derived from sampled data and can be wrong by large multiples on individual terms, particularly in the long tail. Difficulty scores are proprietary compositions with no ground truth. Treat both as ordering rather than measurement: the relative ranking of two terms is more trustworthy than either number.
The technical tools — crawlers, log analysers, structured data validators, performance auditors — are where the reliable wins are, because they surface problems with definite answers. A page that returns the wrong status code, a canonical pointing at the wrong URL, a schema block that fails validation, a template that ships an empty title: these are all findable, fixable and consequential, and no judgement is required.
Rank tracking deserves a caution. Results are personalised, localised and volatile enough that daily movement is mostly noise, and tracking a large set of terms daily produces a chart that invites you to react to nothing. Weekly, on a small set of terms that matter commercially, is more informative and considerably cheaper.
The newer end of the subcategory is tooling for how AI assistants cite sources, which is a genuinely different problem from ranking. Assistants tend to lift from pages that answer a question directly, near the top, in plain language, with structure a parser can follow. Optimising for that overlaps with good writing more than with traditional keyword work. We have written about this in [getting cited by AI assistants](/blog/getting-cited-by-ai-assistants).
One structural note for anyone launching a product: a listing on a launch directory is a link and a page, and the honest expectation is modest. See [do launch platforms help SEO](/blog/do-launch-platforms-help-seo) for what that is actually worth.
From the blog
Reading on launching, ranking and seo.







