Why support transcripts beat keyword spreadsheets
Keyword tools guess intent from search volume. Support conversations show what customers asked after they bought, shipped, or hit a problem — higher intent and closer to conversion blockers.
- Repeat questions in chat reveal documentation gaps immediately
- Escalation rate shows where KB failed before a human stepped in
- Low-confidence RAG flags topics that need clearer source content
- SMB teams without SEO staff can start from support truth they already have
From clusters to content backlog
Run Content Opportunities over 30–90 days. Sort by score and pick clusters with high frequency plus weak KB coverage first.
1. Run analysis
Admin starts a Content Opportunities run for your date range.
2. Review top clusters
Focus on none/weak coverage with high message volume or escalation.
3. Generate brief
Copy the Markdown brief — title, outline, FAQ, direct-answer block.
4. Publish and re-index
Add KB article or site FAQ, re-crawl sources, measure deflection in chat.
Mapping gaps to content types
- Policy gaps → KB article (returns, shipping SLAs, billing)
- Product confusion → FAQ block on product or checkout pages
- Net-new topic clusters → landing page outline from brief
- Workflow gaps → API flow or handoff rule — not always a content fix
AEO fields in briefs
Briefs include direct-answer snippets and FAQ suggestions structured for answer engines — concise factual blocks LLMs and featured snippets can cite. Pair with visible FAQ on your help center pages.
- Direct-answer block: one paragraph that answers the cluster literally
- FAQ items: 3–5 questions mirroring how customers phrased the ask
- Schema hints: guidance for FAQPage markup on published pages
- Slug suggestion: consistent URL pattern for your help center
Honest limits in v1
Content Opportunities does not connect to Google Search Console, Ahrefs, or rank tracking. It does not auto-publish. Use it to prioritize what to write — then measure deflection in Zynli analytics and repeat question rate.
Frequently asked questions
Is customer data shared outside my workspace?
Analysis runs inside your tenant with standard auth and tenancy guards. PII is redacted before LLM extraction steps. Briefs are generated per opportunity inside your workspace.
How often should we run analysis?
Monthly or after major product/policy changes is a practical cadence. v1 supports manual runs — not scheduled automation.
Do we need the Pro plan?
Yes. Content Opportunities requires Pro or Enterprise with the content_opportunities entitlement.
How is this different from Zynli analytics?
Analytics shows volume and CSAT. Content Opportunities clusters questions, scores KB gaps, and outputs publishable SEO/AEO briefs.
Will briefs help LLM and search visibility?
Briefs structure content for direct answers and FAQ schema — practices that help both traditional SEO and answer-engine citation. Publishing and indexing is still your team's step.
See how Zynli automates your support
Train AI on your knowledge base, connect your APIs, and resolve order, shipping, billing, and return issues in chat.
Related pages
ResourcesContent Opportunities docs
Operational docs for analysis runs and briefs.
Learn moreKB gap analysis from conversations
Interpret gap labels from support signals.
Learn moreKnowledge base docs
Improve KB sources after briefs are published.
Learn moreKnowledge base and ticketing with AI
KB layer in the full support platform.
Learn moreAll resources
More guides and documentation.
Learn more