How do I use online review platforms like Zocdoc to filter out sponsored doctor listings and find genuinely affordable local providers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I use online review platforms like Zocdoc to filter out sponsored doctor listings and find genuinely affordable local providers?
2 real searches · 1 real-search pass
Zocdoc sponsored listings promoted results how identify sponsored doctors filters insurance price transparency out of pocket cost official helpGoogle ↗
OBSERVEDInstruction
find affordable healthcare providers HRSA health centers sliding fee scale CMS Care Compare provider directory insurance officialGoogle ↗
OBSERVEDComparison
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
Zocdoc sponsored listings promoted results how identify sponsored doctors filters insurance price transparency out of pocket cost official help Google ↗
find affordable healthcare providers HRSA health centers sliding fee scale CMS Care Compare provider directory insurance official Google ↗
- How does search work on Zocdoc? · zocdoc.com
- How Search Works · zocdoc.com
- How do I find a doctor who takes my insurance? · zocdoc.com
- Search local doctors and clinics · maps.google.com
- Compare doctors · healthgrades.com
- Browse physician reviews · vitals.com
- Find affordable community health centers · findahealthcenter.hrsa.gov
- Find a Health Center · findahealthcenter.hrsa.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Zocdoc sponsored listings promoted results how identify sponsored doctors filters insurance price transparency out of pocket cost official help OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
find affordable healthcare providers HRSA health centers sliding fee scale CMS Care Compare provider directory insurance official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |