The execution layer for AI search and agentic GEO.
Buyers ask ChatGPT, Gemini, Claude, and Perplexity which vendors to trust before they ever land on your site. LightSite gives your website the machine-readable layer, search intelligence, bot analytics, and agents it needs to be cited — and to convert the visits AI sends.
01 — Machine-Readable Website in Minutes
LightSite deploys a dynamic, machine-readable layer over your existing site: dynamic JSON-LD @graph (Organization, WebSite, WebPage, Product, FAQPage, Article, BreadcrumbList), static AI manifests under /ai/*.json, agent manifests at /.well-known/ai-plugin.json and /.well-known/skills.json, and an auto-generated /ai-sitemap.xml — live in 5–15 minutes.
02 — AI Search Intelligence
Track how your brand appears across real, buyer-intent AI queries — mentions, share of voice, sentiment, citation source, position, and competitor overlap across ChatGPT, Gemini, Claude, and Perplexity.
03 — AI Bot & Visitor Analytics
Per-bot logs (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Bingbot), page-level consumption, AI-referred human visitor attribution, crawl-activity drop alerts, and lead association via IP intelligence.
04 — LLM Skills & Agent Access Layer
Expose your business as Skills — clear, action-ready endpoints with structured paths agents can call directly, compatible with the architecture Google WebMCP is converging on.
05 — Agentic Execution Workflows
Agents draft content grounded in your structured data, update your machine-readable layer, surface placement opportunities, find unlinked mentions, and prepare outreach.
FAQ
What can I actually measure? Two things that really happened: AI bot visits to your pages (your AI impressions) and real people arriving from ChatGPT, Claude, Perplexity and Gemini. Divide the second by the first and you get AI CTR.
Why is that better than mention tracking? Assistant answers change every time you ask, so mention counts wobble on their own. Bot visits and human visits are logged events — you can plan and report on them.
How does this help me decide what to do next? Page by page: read by bots but no human visits means fix that page's answer. Read and clicked means it works — make more like it. No bot visits at all means it isn't reachable yet.
Can I see if my off-site work paid off? Yes. Compare AI bot visits before and after a Reddit thread, LinkedIn push, PR mention or new comparison page and you see which ones moved AI attention.
How is this different from a standard SEO platform? Traditional SEO platforms optimize for blue-link search. LightSite optimizes for AI engines that synthesize answers — which requires a machine-readable layer, AI-bot analytics, and agentic execution rather than keyword reports.
Do I need to rebuild my site? No. LightSite deploys alongside your existing site. The machine-readable layer, AI sitemap, agent manifest, and Skills API publish on your domain in 5–15 minutes.
Which AI engines do you cover? ChatGPT, Gemini, Claude, and Perplexity for visibility tracking; GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Bingbot, and more for bot analytics.
Where do agents fit in? After the data layer is live, agents draft content, update structured data, surface placement opportunities, and prepare outreach — so your team ships work, not reviews dashboards.
Who is this for? Mid-market B2B and B2C teams whose buyers already ask AI engines for vendor recommendations — typically VPs of Marketing and Heads of Growth at SaaS, B2B services, and ecommerce companies.