Playbooks
Check what you're actually up against before you launch, not after
Launching without checking what already ranks and what already gets cited by AI engines means discovering your real competition after launch instead of before it, when it is far cheaper to plan around.
Last updated Aug 15 · 11 min read
Step 1: what already ranks, subtopic by subtopic
Run a competitor gap audit to find exactly what is outranking you and why, at the subtopic level — not a surface-level "they have more content" observation.
Step 2: is your own site even crawlable for the fight ahead
Run the AI Visibility Checker on your own site before comparing against anyone else — a technical disadvantage here (a blocked crawler, missing schema) will lose the AI-citation fight regardless of how good your content ends up being.
Step 3: your competitor's AI visibility gap
Audit a competitor's AI visibility specifically — if they are technically weak on the exact checks the AI Visibility Checker scores, that is a real, specific opening rather than a vague sense of opportunity.
Step 4: how AI engines currently answer the query you care about
Compare how Google AI Overviews and Perplexity currently cite the same query — this tells you whose content is currently winning the AI-citation fight for your target keyword, not just the classic search ranking.
Step 5: build the content brief from what you learned
Feed everything from the audit into a real SERP-intent content brief — the launch content should specifically address what the audit found missing, not restate what already exists.
What a competitor audit does not do for you
This tells you where the openings are. It does not execute the ongoing content and authority-building needed to actually win them — that's the sustained work Scult's SEO team does.
Get a real read before you commit resources
Want a second opinion on your competitive landscape before launch? Book a meeting.
Need this built into your business?
The free tools and prompts on this site handle the small, solved problems. If what you need is bigger — AI agents & automation, built and maintained for you — that's Scult's day job.
