See why competitors win. Then take it.

A keyword a competitor ranks for that you don't cover at all. Most teams find these by manually exporting competitor keywords from an SEO tool and eyeballing a spreadsheet. rank.ai does that pull automatically every week for every competitor you track, filters out their branded terms, removes keywords you already target, and scores what's left by how much traffic the keyword carries and how winnable it is — so the queue you see is only the gaps worth taking.

Score = potential × winnability. Potential is the competitor's estimated traffic from the keyword (falling back to search volume). Winnability is derived from keyword difficulty — a KD-10 keyword scores near 0.9, a KD-90 keyword near 0.1. The formula is deliberately simple enough to explain to a client: high-traffic, low-difficulty gaps float to the top.

Keyword footprints, volumes, difficulty, and ad-spend figures come from Ahrefs. Rankings come from live Google SERPs checked daily. Page analyses are produced by fetching the competitor's actual ranking page and reading it. Nothing on the scoreboard is modeled or invented — if we don't have a number, we show that instead of faking one.

For each competitor page you're up against: what kind of page it is (article, docs, interactive tool, comparison), its format, every topic it covers, its length, and a short analyst read on why it likely ranks. The practical payoff is picking the right weapon — if the top three results for a keyword are interactive calculators, publishing a blog post is a wasted swing, and the plan will tell you that.

Search engines reward topical depth, and an entrenched competitor rarely loses to one page. A hub is a pillar page plus a cluster of typed spokes that interlink under one route. rank.ai clusters your gap keywords into coherent hubs, assigns each page the type that wins its SERP, and publishes them as a set — so you build a defensible section, not a scattered archive.

The article-shaped pages (articles, comparisons, glossary entries) are commissioned immediately: researched against live sources including the exact competitor page being targeted, written in your site's voice, cost-capped per article, and published through your connected CMS — WordPress, Webflow, Shopify, a Next.js site, or our headless API. Tool and docs pages stay in the plan marked as requiring a build, so nothing ships half-baked.

Every published page enrolls in daily rank tracking against the competitor it targets. The overtake scoreboard shows your position and theirs, per keyword, every day. A keyword is only marked WON after your page ranks ahead for three consecutive daily checks — one lucky day doesn't count. If a page shows no upward movement for three weeks, it's flagged as stalled instead of silently sitting in the queue.

Yes. The competitor profile includes their paid keywords, estimated monthly ad spend, and the specific landing pages they send paid traffic to. A competitor paying for a keyword is one of the strongest signals it converts — the paid-search planner uses that same signal when recommending what you should bid on.

Yes. The competitor tools — discover competitors, content gaps, winning-page analyses, hub plans — are exposed on the rank.ai MCP server, so you can run a teardown from Claude, Cursor, or ChatGPT with an API key. See our MCP docs for the setup.