How to Get ChatGPT to Recommend Your Product — 7 Actionable Steps
ChatGPT doesn't recommend products it doesn't understand. If your site isn't structured for AI, you're invisible in the fastest-growing discovery channel. These 7 steps are based on analyzing thousands of websites — sites that implement all 7 consistently score above 80 and appear in AI-generated recommendations.
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When someone asks ChatGPT "what's the best email marketing tool for startups?", it recommends products it can confidently describe. If it doesn't understand what your product does, how much it costs, or who it's for — it won't mention you. Worse, it might describe you incorrectly.
The pattern across thousands of sites
Sites that implement all 7 of these steps consistently score above 80 on AI visibility audits and start appearing in AI recommendations within 2–4 weeks. Sites that implement 0–2 of them are essentially invisible to ChatGPT search.
1Allow AI Crawlers in Your robots.txt
Most sites block AI crawlers by default or inherit restrictive robots.txt rules. Explicitly allow GPTBot (ChatGPT), ClaudeBot (Anthropic), PerplexityBot, GoogleOther / Google-Extended (Gemini), and meta-externalagent (Meta AI). Without crawler access, AI can only use outdated training data — not your current site content.
Add these lines to your robots.txt: User-agent: GPTBot Allow: / User-agent: ClaudeBot Allow: / User-agent: PerplexityBot Allow: / User-agent: Google-Extended Allow: /
Free robots.txt analyzer
Check whether GPTBot, ClaudeBot, PerplexityBot, or Google-Extended are blocked on your site.
2Create a llms.txt File at Your Domain Root
llms.txt is the single most impactful file for AI visibility. It gives AI crawlers a structured product summary they can parse instantly. Include your product name, one-line description, features, pricing, target audience, and links. AI Exposure Tool generates this automatically when you run a scan.
Free llms.txt generator
Auto-generate a ready-to-deploy llms.txt based on your actual site content.
3Add JSON-LD Structured Data to Your Homepage
JSON-LD tells AI systems your product type, pricing, features, and ratings in a machine-readable format. Use SoftwareApplication or Product schema. Include offers with real prices, aggregateRating if you have reviews, and featureList. This is what powers Google's rich snippets — and AI assistants parse it too.
Free JSON-LD generator
Generate SoftwareApplication, Product, and Organization schema for your site.
4Write a Clear, Specific H1 That Explains What You Do
"Welcome to our platform" tells AI nothing. "Project management for remote engineering teams — track sprints, ship faster" tells AI exactly what you are, who you're for, and what you do. Your H1 is the first thing AI crawlers read. Make it count. Be specific about your category, audience, and value prop.
5Put Pricing on a Dedicated, Crawlable Page
AI assistants are constantly asked "how much does X cost?" If your pricing is behind a login wall, rendered by JavaScript, or hidden in a modal — AI can't answer. Create a /pricing page with static HTML showing your plan names, prices, and what's included. AI will cite this directly.
6Add Social Proof That AI Can Parse
AI assistants factor in trust signals when deciding what to recommend. Testimonials with names, user counts ("trusted by 5,000+ teams"), customer logos, and review ratings all help. The key is making these visible in the HTML — not in images or JavaScript-rendered components that crawlers can't read.
7Test by Asking AI About Your Product
After implementing these changes, ask ChatGPT, Claude, and Perplexity about your product. "What is [your product]?" "Compare [your product] to [competitor]" "What's the best [your category] for [your audience]?" If the answers are wrong or missing, you have more work to do.
8Measure Your Progress
After implementing these steps, run a free AI visibility scan to measure your score. The scan checks all 7 areas and tells you exactly what's still missing. Most founders go from a score of 20–30 to 70+ after implementing these changes — and start appearing in AI recommendations within weeks.
Free 60-second AI audit
Score your site against all 7 steps + 18 other AEO signals. Get top blockers and fix priorities.
Free ChatGPT mention checker
See where ChatGPT cites you — and where it cites competitors instead.
Frequently Asked Questions
Why doesn't ChatGPT recommend my product?
ChatGPT only recommends products it can confidently describe. Common reasons it skips you: (1) AI crawlers (GPTBot) are blocked in your robots.txt, (2) you don't have llms.txt or JSON-LD so AI can't extract product facts cleanly, (3) your H1 is generic ('Welcome to our platform') instead of category-specific, (4) pricing is hidden behind a login or rendered by JavaScript. Fix these and most teams see citations within 2–4 weeks.
How does ChatGPT decide which products to recommend?
ChatGPT uses two layers: (1) what it learned during training (products mentioned often in training data), and (2) real-time web search via Bing's index. For real-time queries, it weighs structured data (JSON-LD), llms.txt, FAQ schema, comparison pages, and trust signals like customer counts and ratings. Products that show up in independent third-party listicles get a meaningful boost.
How fast can I get ChatGPT to start recommending my product?
Technical fixes (llms.txt, JSON-LD, FAQ schema, robots.txt) typically appear in ChatGPT answers within 2–6 weeks. Faster than Google SEO because ChatGPT search re-fetches Bing results in real time. Authority gains (third-party citations, comparison content) take 1–3 months.
Do I need to do anything different for Claude and Perplexity?
No, the same 7 steps work for Claude, Perplexity, Gemini, and Copilot. The signals that matter — clean structured data, llms.txt, FAQ schema, citation-friendly facts, third-party authority — are the same across answer engines. The only meaningful differences: Perplexity weights citations even more aggressively, and Gemini uses Google's index instead of Bing.
How do I check whether ChatGPT recommends my product?
Open ChatGPT, Claude, and Perplexity and ask each one a buyer-style query in your category — 'best [your category] for [your target user]' or 'X vs Y'. Check whether your brand appears, in what position, and what sources are cited. For automated tracking across all 7 AI platforms, use AI Exposure Tool's free mention checker.