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Patterns
Teams measuring continuations, not chat transcripts
Example playbooks illustrate typical installs. Metrics are what teams track — not verified customer results.
Docs & help centers · Example playbook
Documentation → assistant continuation
Challenge. Readers opened ChatGPT from docs anyway — without the guide URL, so support had no signal.
Approach. Continuation layer on top articles. Measure which pages and assistants start troubleshooting journeys.
Outcome. Team optimized high-traffic guides by continuation rate and assistant mix — without reading a single transcript.
- Continuation rate by page
- Assistant preference
- $0 inference on origin
Read case studySaaS marketing · Example playbook
Pricing page intelligence
Challenge. Prospects compared plans in AI before sales knew — with no data on which assistant or page started it.
Approach. Continuation layer on /pricing with structured prompts. Tracked website-to-AI transitions, not conversations.
Outcome. Marketing tightened prompts on the page with the highest continuation rate — a common next step once funnel data is visible.
- Continuation funnel visible
- Assistant distribution
- Page-level attribution
Read case studyAgencies · Example playbook
Agency client rollout
Challenge. Every client site needed the same AI-native layer — Webflow, Next.js, WordPress — with per-domain proof.
Approach. Standard snippet + install verify per property. One dashboard for continuation metrics across client sites.
Outcome. Rollout checklist replaced ad-hoc “paste the snippet?” emails — continuations measurable from day one on each domain.
- Multi-site dashboard
- Per-domain verify
- Client-ready AI Ready badge
Read case studyBlogs & media
Articles should not dead-end when someone opens ChatGPT. Turn every post into the start of a conversation — with your URL attached.
Documentation
Help pages become troubleshooting in the visitor's assistant — without hosting chat or inference on your stack.
SaaS marketing
Prospects compare you in AI before they book a demo. Measure which assistant they prefer and which pages start the journey.
Support centers
Send users from help articles to AI with selected text — they keep privacy, you see the transition.
Research libraries
Curated pages become deeper research sessions in Perplexity or Claude — context included.
Creator sites
Newsletters and course pages where readers already finish in ChatGPT. Give them a continuable path.