Tool comparisons

Head-to-head breakdowns of the SEO platforms people actually shortlist, scored on one rubric.

12 articles

Semrush vs Ahrefs: which one should you actually pay for?
A side-by-side of Semrush and Ahrefs on price, keyword data, backlinks, site audits and AI search — plus the expensive mistake most buyers make choosing between them.
9 min read
Ahrefs vs Moz: data depth against a gentler learning curve
Ahrefs and Moz Pro compared on price, link index quality, rank tracking and local SEO — and an honest look at who is genuinely better off with the cheaper option.
6 min read
Semrush vs Moz: breadth against simplicity
Semrush and Moz Pro compared on pricing, feature breadth, local SEO and learning curve — with a clear read on which team profile each one actually suits.
6 min read
Semrush vs Ahrefs vs Moz: the three-way comparison, settled
All three major SEO suites on one rubric and one pricing table — where each may fit your work, what the real cost is with seats, and how to pick without a month-long trial.
7 min read
SE Ranking vs Semrush: when the cheaper suite is the smarter buy
SE Ranking and Semrush compared on plan price, tracked keywords, seat cost and feature depth — with the agency maths that decides most of these purchases.
4 min read
SE Ranking vs Ahrefs: tracking volume against data quality
SE Ranking tracks four times the keywords for the same money; Ahrefs has the better link index and research data. A clear read on which trade-off suits which team.
4 min read
Moz vs SE Ranking: friendliest suite against the best-value one
Moz Pro and SE Ranking compared on price, tracked keywords, local SEO and ease of use — and which one an agency versus a small business should pick.
4 min read
Mangools vs Ahrefs: the simple tool against the serious one
Mangools and Ahrefs compared honestly — where the cheaper, friendlier toolset is genuinely sufficient, and the point at which it stops being enough.
4 min read
Mangools vs Semrush: how much SEO platform do you actually need?
Mangools against Semrush on price, scope and learning curve — a frank look at whether the full platform is worth four times the money for your situation.
4 min read
The best SEO tools, scored on one rubric instead of vibes
Every major SEO tool scored on the same thirteen capabilities with prices read from vendor pages — including ours, and including what it cannot do. Choose by requirements, not an overall ranking.
6 min read
The best SEO tools for a small business, without the enterprise tax
What a small business actually needs from SEO software, which paid tools are worth it at that size, and the free stack that covers more ground than most people expect.
4 min read
The best SEO tools for agencies, priced by seat and by client
Agency SEO tooling compared on the numbers that actually decide it — cost per seat, projects per plan, tracked keywords and white-label reporting.
4 min read

RankBrain AI

Is RankBrain AI a good fit for your workflow?

If you have findings to implement and access to your site’s code, an editor-based workflow may help you turn those findings into changes you can review. If your main need is backlink research, historical rank tracking or client reporting, a dedicated data tool may be a better fit.

RankBrain AI connects SEO guidance to Claude Code, Cursor or Codex in your editor. With the relevant file access and tools configured, your assistant can inspect templates and propose code changes. You review the diff, test it and decide what to ship. This is implementation support, not a guarantee of rankings or a replacement for specialist datasets.

A good fit: you use an AI coding assistant and want SEO guidance alongside the files you maintain. Not a good fit: you need a managed service or a standalone backlink and historical ranking database.

Do it yourself — free

You own the site and the repo, so you already have what you need. Point your AI coding tool at the codebase, work through the fixes in this article, and pay nobody. Most of what is written here is method, and the method is free.

Consider RankBrain AI — $5/month

The hosted corpus gives your assistant a shared reference for SEO implementation. Check its advice against current documentation and your own tests. Flat $5/month, no seats, 3-day trial. Use the trial to see whether it helps with a real task in your workflow.

Check my site free See how it works

We make this, so weigh the comparisons accordingly — and check them against the capability tables, where we sit on the same rubric as everyone else. We have no backlink index and no historical rank data, and we say so there.