Auto-generate FAQ schema markup and content from customer question patterns

Export recent support tickets from Zendesk and question-style search queries from Google Search Console. Pull tickets and queries that include terms like how, what, why, can, does, best, pricing, integration, setup, migration, security, and alternatives. Add the source, frequency, page, product area, and customer segment where available.

Use Claude to group similar questions into clusters. Combine duplicates, separate customer-only questions from prospect-facing questions, and label each cluster by intent. The goal is not to publish every question. The goal is to identify repeated question patterns worth answering on product pages, landing pages, help pages, or blog posts.

Cluster these customer and search questions into useful FAQ patterns.

Questions:
{{question_dataset}}

For each cluster, output:
1. Canonical question
2. Similar question variations
3. Source: support, search, sales, or mixed
4. Frequency or estimated importance
5. Search intent or customer intent
6. Recommended page type: product page, landing page, help article, blog post, comparison page, or pricing page
7. Whether this is prospect-facing or customer-only

Prioritize recurring questions that reduce confusion or improve conversion.

Use AlsoAsked to find related questions for the highest-value FAQ clusters. This helps you avoid missing obvious follow-up questions searchers ask. Add only questions that are genuinely relevant to your page and product. Do not stuff unrelated questions just because they appear in the SERP.

Use Claude to write FAQ answers for each target page. Keep answers direct, accurate, and specific. Each answer should stand on its own, but it should also fit naturally on the page where it will appear. Add internal links when a deeper explanation exists elsewhere.

Write FAQ content for this page using real customer and search questions.

Target page:
{{target_page}}

Page purpose:
{{page_purpose}}

FAQ question clusters:
{{faq_clusters}}

Approved product facts:
{{approved_product_facts}}

Internal links:
{{internal_links}}

For each FAQ, write:
1. Question
2. Concise answer, 40-90 words
3. Suggested internal link if useful
4. Notes for reviewer if the answer needs product/legal verification

Rules:
- Answer directly
- Do not invent product capabilities
- Avoid vague marketing language
- Keep answers useful even if the reader does not convert

Use Claude to convert the final reviewed FAQ content into FAQPage JSON-LD markup. Make sure the schema exactly matches the visible FAQ content on the page. Structured data should not include hidden questions or answers that are not shown to users.

Generate valid FAQPage JSON-LD schema from this reviewed FAQ content.

Page URL:
{{page_url}}

FAQ content:
{{final_faq_content}}

Requirements:
- Use JSON-LD
- Use FAQPage schema
- Include only questions and answers visible on the page
- Escape quotation marks properly
- Do not add commentary outside the JSON-LD block

Return only the JSON-LD script tag.

Paste the generated JSON-LD into Schema Markup Validator and fix any errors. Then add the FAQ section and schema to the target page in Webflow. After publishing, request indexing for priority pages and monitor Search Console for impressions, clicks, and any structured data issues.