Fill in route metadata, not just the layout
A generated project usually carries one metadata block in the root layout and nothing per route. That produces a site where every page shares a title. Each route needs its own metadata — and dynamic routes need it generated from the content they render.
- Export metadata from every page, and generate it per item for dynamic routes.
- Set a canonical URL per route so the alternate deployment addresses do not compete with the real domain.
- Set openGraph and twitter fields, with an absolute image URL sized around 1200×630.
The foundations AI builders skip most often
An AI builder optimises for what you can see. Search engines read what you cannot. These are the items missing from almost every site we audit, regardless of which builder produced it.
- A unique title and description per page — not the same pair repeated across the whole site.
- A self-referencing canonical link on every page.
- A social share image at 1200×630, referenced with an absolute URL.
- Descriptive alt text on every meaningful image.
- A sitemap that lists every public page, plus a robots.txt that does not block the site.
- One canonical host: https, and either www or non-www, with the other redirecting.
What AI search engines actually need (GEO)
Google's AI answers, ChatGPT, Perplexity and Copilot do not rank pages the way a classic results list does — they quote them. To be quoted, a page has to state the answer in plain sentences near the top, carry machine-readable structure around that answer, and be reachable without JavaScript. Most AI-built sites fail on the last two: beautiful layout, no structured data, and content that only appears after the page hydrates.
- Answer the question in the first paragraph, in one or two complete sentences — no build-up.
- Add JSON-LD for what the page actually is: Organization, LocalBusiness, Product, Article, Service.
- Keep headings honest: one H1 per page, H2s phrased the way people ask the question.
- Serve real HTML on first request, so a crawler that runs no JavaScript still sees the text.
- Publish an llms.txt and keep the sitemap accurate, so assistants can find the pages worth quoting.
Rendering and indexing
Next.js can render on the server, but a generated project often ends up client-only for pages that should be static. If the text only appears after hydration, some crawlers see an empty page. Keep marketing and content pages server-rendered or statically generated, and reserve client rendering for genuinely interactive parts.
- Check the raw HTML of a page: if the main text is missing from it, crawlers may miss it too.
- Generate a sitemap and robots file as part of the project rather than by hand.
- Make sure preview deployments do not get indexed alongside the production domain.
Paste this into v0
Review this Next.js project for search and AI-search readiness and fix it: 1. Export per-route metadata with a unique title and description for every page, generated from content on dynamic routes. 2. Add a canonical URL per route pointing at the production domain. 3. Add openGraph and twitter metadata with an absolute 1200x630 image. 4. Add JSON-LD: Organization sitewide, plus Article, Product or LocalBusiness where the route warrants it. 5. Add a sitemap and robots file covering every public route. 6. Ensure content pages are server-rendered or static so the main text is in the initial HTML. Report each change per route.
A free Sitejump audit turns this generic checklist into a list of the exact gaps on your own site, with a prompt written for each one.
v0 SEO questions
Why is my v0 site not showing up in Google?
Usually one of three reasons: the pages have no unique titles and descriptions, the site was never submitted to Google Search Console, or the content only renders after JavaScript runs. Fix the metadata, verify the domain in Search Console, submit the sitemap, and request indexing for the main pages.
Does a v0 site need structured data?
Yes, if you want to be cited in AI answers. Structured data (JSON-LD) is how an assistant knows the page describes a business, a product or an article rather than just text. Without it, the page can still rank but is far less likely to be quoted.
Can Sitejump check my v0 site?
Yes. The free audit reads your live site, scores search and AI-search readiness, and lists what is missing. The improvement package then hands your builder the exact prompts to fix each item — no migration required, because the site already lives where you want it.
Building somewhere else?
Ask the AI assistant
More on getting cited by AI search engines
Sitejump is developed and operated by miPlug.