Rankings are a rendering problem long before they're a content problem.

More than before. AI engines have to crawl, render and parse your site to cite it, and they're generally less patient than Googlebot — much of the crawling that feeds them does little to no JavaScript rendering. Content that only exists after hydration is often invisible to them. Clean HTML, fast responses and connected schema are now the price of entry for both channels.

Either. Plenty of clients take the audit and run it through their own engineers, which is the cheaper path when you have capacity. On retainer we work directly in your repository and ship fixes as pull requests your team reviews and merges. Nothing lands in production without your approval.

Indexation and crawl fixes often show within two to four weeks — those are blockers, and removing a blocker has immediate effect. Ranking improvements from architecture and content work typically take three to six months. Migration work is measured differently: success there is the absence of a drop.

Our work pays off hardest above roughly 10,000 URLs, where crawl budget and template-level decisions genuinely bite. We also take on smaller high-value sites — SaaS and B2B in particular — where the constraint is rendering, schema or performance rather than scale.

It is when the pages have nothing to say. Done properly it means each page answers a real query with real data — inventory, pricing, specifications, availability — and pages that can't clear that bar never get published. We build index-worthiness thresholds into the pipeline for exactly this reason. The sites that got hit by the helpful-content and spam-policy updates were publishing templates with the nouns swapped.

Yes, and it's a common arrangement. We often run as the technical and AI-search layer beneath an incumbent handling content and outreach. It works as long as ownership is explicit — we'll agree the split in writing before starting so nobody is quietly waiting on the other party.