How it works
LightSite operates as a closed loop across four layers:
1. Infrastructure
Deploys and maintains a machine-readable layer on the website: JSON-LD entities aligned with the business, an AI-specific sitemap, structured endpoints (company profile, products, FAQs), agent manifest, and Skills API endpoints. Published independently of the existing site, no CMS migration required.
2. Measurement and analytics
Scans ChatGPT, Gemini, Claude, and Perplexity for how the brand is mentioned, what sentiment is attached, and which queries cite competitors instead. Tracks AI bot crawl, extraction success and failure, Skills API usage, and changes in citation share over time.
3. Competitive intelligence
Identifies the queries where competitors are cited or recommended ahead of the brand, the reasons behind those wins (content, authority, structure), and the displacement actions most likely to close the gap.
4. Execution
Acts on the signals: updates structured data and Skills endpoints, finds backlink opportunities and runs outreach, drafts data-driven content for visibility gaps, and ships prioritized technical and content fixes. Results feed back into measurement.
Why it is different
Most AI search tools focus on monitoring — they report what AI said. LightSite combines four capabilities in one system:
- Infrastructure: deploys the machine-readable layer AI systems need, instead of only reading the existing HTML
- Measured behavior: tracks real crawl, extraction, and assistant interaction signals, not bot visit counts
- Competitive intelligence: shows query-level reasons competitors are cited and what to change
- Execution: ships the technical and content fixes the measured signals point to, in a closed loop
Compared to Cloudflare Markdown for Agents: Cloudflare converts existing HTML into markdown for cheaper agent parsing — a delivery optimization. LightSite generates structured business context that does not exist on the pages today (product catalogs, intent-matched FAQs, trust signals, category taxonomy) so AI systems can recommend the brand, not just read it.
Skills API
The Skills API exposes callable endpoints that AI agents can invoke directly, and records every call. It gives operators a structured view of which agents query the site, what they ask, and what is returned.
Available skills
- qa.search — answer natural-language questions about the brand
- products.search — search the product catalog with structured attributes
- faq.answer — return matched FAQ answers
- business.profile — return canonical company identity
- categories.list — browse the category taxonomy
- testimonials.list — return reviews and social proof
- pages.browse — navigate site structure
Recorded for each call
- Which AI platform invoked the skill
- The exact query sent
- The response returned and extraction quality
- Sequence and frequency patterns across sessions
LightSite has observed calls from multiple major AI platforms during testing. Adoption rates vary by platform and by site.
Specialized agents
LightSite uses specialized agents to operate the system across the four layers. Each agent owns one job and shares data with the others.
- Infrastructure agent — deploys and maintains the machine-readable layer (JSON-LD, AI sitemap, structured endpoints, Skills API) as the site changes.
- Visibility agent — scans ChatGPT, Gemini, Claude, and Perplexity for brand presence, sentiment, and citation share versus competitors across hundreds of queries.
- Competitive intelligence agent — analyzes query-level competitor wins and surfaces displacement actions.
- Content agent — creates data-driven articles, FAQs, and comparison pages targeting measured visibility gaps.
- Backlink and outreach agent — finds backlink opportunities, identifies third-party mentions, and runs outreach to build authority signals that influence AI evaluation.
- Reporting agent — delivers weekly summaries, alerts on significant changes, and answers questions through a natural language interface.
Free GEO Checker — Test Your AI Search Readiness
The GEO Checker is a free tool that audits how visible your website is to AI search engines. It evaluates:
- Structured data completeness (JSON-LD schema markup)
- Machine-readable content quality
- Entity recognition signals
- Semantic clarity
A high score means AI can parse, cite, and recommend your content. A low score means AI is likely ignoring your site — even if you rank well on Google.
Extraction Proof — Verify AI Actually Uses Your Content
Most tools say: "We saw GPTBot visit your site."
That is not enough.
LightSite verifies when AI systems actually:
- Extract usable content (not just load the URL)
- Follow discovery paths you provide
- Go deeper into the machine-readable layer
This is how you prove progress to leadership with real signals — not vanity bot visit counts.
Research results
In a 30-day crawl experiment across 6M+ bot requests, pages with structured endpoints performed better:
Why this matters: If extraction and depth go up, your site is more likely to be used as an input to AI answers. That is a prerequisite for being cited or recommended.
Additional findings: LLMs show a 73% preference for Q&A-style content, and structured links achieve 17% better performance in bot engagement.
This research is informed by collaboration with researchers connected to the Technical University of Munich.
When LightSite AI is the right fit
- You want to appear in "best tools for X" and "alternatives to Y" answers
- You can't justify a heavy structured-data project with engineers
- Leadership wants measurable proof, not vague advice
- Competitors already show up in AI answers and you need a plan to replace them
- You want a weekly, repeatable motion with clear owners and outputs
- You only care about traditional Google rankings
- You want content briefs only, without technical foundations
- You can't publish any supporting content over time
Customer case studies
vcita — Felix Milshtein, SEO Director
+17% improvement in AI search appearance within 90 days
"I want to hug people who built it. This platform became my new addiction. We created 90 content tasks based on the intelligence, and improved our appearance in AI search by 17% within 90 days."
NextGen Technology — Andor Miles Board, CMO
+13% organic LLM visits within the first 90 days
"LightSite allowed us to improve organic LLM visits by 13% within the first 90 days. We got structured data live in minutes with full bot traffic analytics."
TitanDXP — Yifat Alfasi, Marketing Manager
Clear AI search visibility and actionable content strategy
"LightSite AI helped us improve our website readability for AI engines and truly understand how we perform in AI search — and what to do about it."
SixFeetUp — Calvin Hendrix Parker, CTO
Machine-readable data deployed in minutes
"Translated our website to machine-readable data in minutes. Our team didn't have to touch a single line of code."
Business Bricks — Randy Roberts, SEO Director
Saved weeks of work with instant deployment
"Fast deployment of structured data and robust analytics helped us create focused content instead of flying blind."
Payem — Bar Danosh, Marketing Manager
Deployed in minutes instead of months
"We deployed structured data in a few minutes with full bot traffic analytics. Without LightSite AI it would have taken us months."
Else Nutrition — Barak Orenstein, VP Marketing
Structured data live in minutes with full analytics
"We deployed structured data instantly and gained clear visibility into how LLMs discover our content. No dev cycles, no waiting."
How LightSite compares to other tools
Most tools tell you what AI said about you. LightSite also changes what AI can find, read, and use from your website.
We build the technical infrastructure that makes your website easier for AI to read. We show you how your brand is positioned in AI answers, and most importantly, why your competitors are winning. Then we give you a specific, data-driven action plan to fix it.
Why LightSite wins
- No dev drag: Ship the machine-readable layer without a sprint
- Proof, not vibes: Verify extraction, not just bot visits
- Competitive displacement: See why competitors show up, then get a plan to replace them
- Leadership reporting: Inclusion, citations, and accuracy tracked over time
- Skills API: The only way to see what AI agents actually ask your website
- Research-backed: Published research based on 6M+ bot requests
Detailed comparison guides
Frequently asked questions
What is Generative Engine Optimization?
Generative Engine Optimization (GEO) is the process of making your website easier for AI assistants to discover, parse, and recommend. It focuses on structured data, semantic clarity, and entity-level signals rather than traditional keyword rankings.
How is GEO different from traditional SEO?
SEO helps pages rank in search engines. GEO helps AI systems understand and cite your business when they generate answers. You can have great SEO and still be invisible to AI if your content lacks machine-readable structure.
How can I get more leads from AI search like ChatGPT?
To get more leads from AI search, your website needs to be easy for AI systems to read and trust. That means having structured data, machine-readable endpoints, and clear entity signals. LightSite automates this by deploying a machine-readable layer on your domain, then showing you where your brand appears in AI answers and what to change to get cited more often.
What is the difference between AI visibility and AI mentions tracking?
AI mentions tracking tells you what AI said about your brand — it's retrospective monitoring. AI visibility optimization makes your site structurally easier for AI to discover and cite in the first place. Monitoring without optimization is like reading reviews without improving your product.
What makes a website recommendable by AI?
Clean site architecture, machine-readable endpoints, AI sitemaps, consistent entity signals, and structured data that reduces ambiguity. AI prefers sources where facts are easy to extract and verify.
How do AI systems discover websites?
AI systems discover websites through crawling, structured data parsing, site architecture, machine-readable endpoints, AI sitemaps, and training data. A clean machine-readable layer makes your site significantly more likely to be cited in AI answers.
What is an AI-readable version of a website?
A structured, machine-parseable layer that sits alongside your existing website. It includes clean JSON-LD data, machine-readable endpoints, and an AI-specific sitemap — all designed to help AI extract accurate facts about your business without guessing from unstructured HTML.
What is an AI sitemap?
A specialized sitemap for AI crawlers. Unlike a standard XML sitemap, an AI sitemap points crawlers to structured, machine-readable endpoints — company profiles, product catalogs, FAQs, and other assets that AI can parse directly.
What are machine-readable endpoints?
Structured data URLs on your domain that return clean, parseable information — your company profile, product catalog, FAQs, and trust signals — in formats AI systems can consume directly.
What is the difference between LightSite and a schema plugin?
A plugin adds markup in one CMS. LightSite creates an ongoing, centralized layer: AI sitemap plus endpoints (not just markup), monitoring and verification (not just publishing), content gap analysis (not just structured fields). It keeps signals stable even as your site changes.
How is LightSite different from Profound, AthenaHQ, or other AI visibility tools?
Most AI visibility tools focus on measurement — tracking what AI said and where you appear. LightSite does measurement too, but also fixes the root cause by deploying a machine-readable layer that AI can ingest more reliably. See our LightSite vs Profound and best GEO platforms comparisons.
Can I improve AI search visibility without changing my site design?
Yes. LightSite adds a machine-readable layer alongside your existing site without modifying your design, layout, or content. The AI-readable assets are published separately.
What is the Skills API?
The Skills API lets you teach AI agents callable skills on your website — search products, browse FAQs, answer questions — and see exactly what they ask. It gives you a direct, structured way to see what questions AI agents actually send to your website. Read more.
What is an AI search visibility checker?
A tool that audits your website's readiness for AI-powered search by analyzing structured data completeness, semantic clarity, and entity recognition signals. Try the free GEO Checker.
Pricing, setup & compatibility
How much does LightSite AI cost?
Starts at $129/month for Starter, $299/month for Pro, and a full Done-For-You Enterprise service that includes SEO, content creation, and campaign management. All plans focus on capability-based value with no monthly visitor limits.
Who is LightSite AI best for?
B2B SaaS companies, ecommerce brands, marketing and SEO agencies, publishers, and consumer brands — any team whose buyers are starting to ask AI assistants for recommendations and who want infrastructure plus an agent that executes the SEO and GEO work.
Does LightSite work with Shopify, Webflow, or WordPress?
Yes. LightSite works alongside any platform. No plugin or CMS integration required. You add a snippet to your site's head or tag manager, and the machine-readable layer is published independently.
How long does setup take?
Most teams are live within minutes. Configure your business context, add a snippet, and the AI-readable layer is published immediately. No dev sprints needed.
Do I need to change my existing schema or remove plugins?
No. LightSite's layer is additive — it doesn't conflict with existing schema markup or plugins.
Is LightSite for SaaS, ecommerce, or agencies?
All three. SaaS companies use it for brand positioning in AI answers. E-commerce brands use it for product and category discovery. Agencies use it to deliver GEO services with built-in reporting and competitive intelligence.
Research and guides
- How LightSite AI Teaches Websites to Speak with LLMs — The Skills API, agentic web infrastructure, and real adoption metrics
- How Structured Data Affects Brand Visibility in AI Search — Empirical study based on 6M+ data points
- Structured Data Is Becoming Training Material, Not Markup — How JSON-LD becomes input for LLM training and retrieval pipelines
- How Do I Optimize My Website for AI Search? — Practical guide to making websites readable by AI
- Why Smaller Brands Are Beating Giants in AI Search — How focused competitors outperform global brands in AI answers
What happens after you start
Week 1 — Deploy the machine-readable layer on top pages, publish AI discovery files and Skills API endpoints, baseline your visibility and competitors.
Week 2 — Fix top blockers, ship first displacement actions (what will actually help you replace competitors in AI answers).
Weeks 3–4 — Expand coverage to categories, products, integrations, and buyer-intent pages. Track weekly deltas and keep shipping improvements.
Most teams get a reportable baseline in under a week.
Ideal customer profile
- B2B SaaS: Inbound-led growth, competing for category and alternatives queries in AI answers
- Ecommerce: Brands that depend on category and product discovery in AI shopping experiences
- Marketing and SEO agencies: Teams delivering AI search services with reporting and execution
- Publishers and media: Brands that depend on citation share in AI answers
- Professional services and consumer brands: Teams that win on trust, recommendation, and referral
Typical buyers: VP Marketing, Head of Growth, Demand Gen Lead, SEO/GEO Lead, Content Lead, CMO, Marketing Director.
Press & reviews
- Yahoo Finance: Data on What Helps Brands Improve AI Search Visibility (2026)
- Business Insider: How LLMs Determine Brand Trust (2026)
- MSN: How LLMs Determine Brand Trust (2026)
- RankTracker: Best Tool for Technical GEO + Mention Analytics
- GenerateMore.ai: LightSite AI Review
- ReviewNexa: 4.5/5 - Highly Recommended
- Business Insider: Global Brands Outplayed in AI Search
- Business Insider: Major Shift in SEO Fundamentals
- MarketWatch: CMOs Get Visible in AI Search
- AIthority: AI Marketing
- Associated Press: SEO Fundamentals Shift
Videos & podcasts
- AEO Diagnostics: Why Visibility Metrics Alone Won't Fix Your AI Search Strategy — The Cube
- Fix Your AI Search Visibility With Content and Structured Data
- Why AI Chooses Your Brand: How AI Discovery and Buyer Journeys Work
- Why E-E-A-T is Dead & What's Actually Ranking in 2026
- The Cube: The Next Frontiers of AI (Podcast)
In summary
LightSite helps your brand become easier for AI to find, understand, and recommend. It combines the technical infrastructure that AI needs to read your site with the intelligence that shows you what to change. If your buyers are increasingly asking AI for recommendations, this is how you make sure your brand shows up in those answers.
Next steps
Founded 2024, Tel Aviv. 6M+ data points from AI bot requests analyzed. Research informed by collaboration with researchers connected to the Technical University of Munich. G2: 5.0 rating. Trustpilot: 5 stars. RankTracker: Best Overall GEO Tool.