what are the total out of pocket costs for using virtual diabetes coaching apps compared to traditional in person endocrinologist visits
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
what are the total out of pocket costs for using virtual diabetes coaching apps compared to traditional in person endocrinologist visits
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 virtual diabetes coaching app pricing subscription cost Livongo Omada Lark Virta out of pocket Google ↗
2026 endocrinologist visit self pay cost copay specialist visit cost US diabetes care Google ↗
- Who’s Eligible for the Livongo For Diabetes Program? · library.teladochealth.com
- Online Diabetes Management & Virtual Coaching · teladochealth.com
- Can I pay for Lark out of pocket? · support.lark.com
- What is Lark? · support.lark.com
- Mobile Coaching Services · diatribe.org
- omda-20260630 · sec.gov
- Virta Self-Pay Costs: FAQ's · virtahealth.zendesk.com
- Specialist Visit Cost Without Insurance 2026 · coveredusa.org
- Cost of endocrinologist visit by state · cost.sidecarhealth.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 virtual diabetes coaching app pricing subscription cost Livongo Omada Lark Virta out of pocket OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
2026 endocrinologist visit self pay cost copay specialist visit cost US diabetes care OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |