Pricing Pages for Llama Visibility

Optimize pricing pages to be accurately cited in Llama.

Llama pulls pricing info directly from your website when users ask 'How much does [Brand] cost?' But most pricing pages confuse the AI with feature grids, conditional pricing, and buried actual numbers. Result: Llama either skips citing you or gets your pricing completely wrong. This matters because users increasingly ask AI for buying guidance, not search engines.

The Problem

Llama scans pricing pages looking for clear, structured information. But most brands bury actual prices in complex tables, use vague terms like 'starting at,' or require sign-ups to see costs. When Llama can't parse your pricing cleanly, it either ignores you or confidently states incorrect prices.

The Solution

Structure your pricing page so Llama can extract accurate information with minimal confusion. This means clear hierarchy, explicit price points, and machine-readable formatting. The goal isn't just human conversion - it's AI comprehension that leads to accurate citations when prospects ask about costs.

Lead with explicit pricing numbers

Put actual dollar amounts in the first 200 words of your pricing page. Use format like 'Pro Plan: $49/month' not 'Pro Plan starting at $49.' Llama prioritizes information that appears early and is stated definitively. Bury the caveats below the clear pricing.

Use structured data markup

Add schema.org Product markup to your pricing tiers. Include price, currency, billing frequency, and what's included. This gives Llama machine-readable pricing data instead of forcing it to interpret human language. Most brands skip this easy win.

Create comparison-friendly formatting

Llama loves clean tables and bullet lists. Format pricing tiers with consistent structure: Plan name, price per billing period, key features. Avoid complex grids with checkmarks - use clear text like 'Includes: 10 users, 100GB storage, priority support.'

Add context for enterprise pricing

If you use 'Contact us' pricing, include ranges or starting points nearby: 'Enterprise plans start at $500/month' or 'Typically $1000-5000/month depending on usage.' This prevents Llama from ignoring your enterprise tier completely.

Include billing frequency explicitly

State 'per month' or 'per year' clearly. Llama often confuses annual vs monthly pricing, leading to citations that are off by 12x. Don't assume context clues work - be redundantly clear about billing periods.

Address common pricing questions in FAQ

Add FAQ section addressing 'What does [Brand] cost?', 'Is there a free trial?', 'What's included in each plan?' Llama pulls FAQ content heavily. Format as actual questions users would ask, with direct answers.

Test with Llama monthly

Ask Llama pricing questions about your brand monthly. Screenshot responses. Track whether it cites your page correctly and quotes accurate prices. Pricing page changes often, and you need to know when Llama stops understanding your structure.