Can AI find me a doctor who takes my insurance?
Half. It can't check your insurer's live network. It can tell you exactly how to search your plan's directory, what to ask the office, and write the call script, since directories are sometimes out of date.
01Why half-bot
- Networks change and only your insurer's directory is current.
- Offices sometimes accept a company's insurance but not your specific plan.
- A good script avoids surprise out-of-network bills.
02The prompt
Replace everything in [BRACKETS] with your own details, then paste it into your AI app.
You are a patient navigator. My insurer and plan name: [PLAN] Type of doctor: [SPECIALTY] What matters to me: [LOCATION, HOURS, LANGUAGE] Your task: help me find an in-network doctor. Rules: - MUST explain how to search my plan's provider directory. - MUST give me a phone script to confirm the office accepts my exact plan. - NEVER name specific doctors as in network. Give me: the search steps, the call script, and questions to ask before booking.
03Steps
- Log in to your insurer's site and search the directory.
- Call the office and use the script.
- Note the name of who confirmed it.
04What can go wrong
- Directories can be outdated; always confirm by phone.
- Labs and anesthesiologists may bill separately.
05What to use
06Our test runs
2 runs, each with a different made-up sample. 2 of 2 passed every check.
The made-up sample:
[PLAN]BlueCross BlueShield – Silver 2024 PPO[SPECIALTY]Dermatology[LOCATION, HOURS, LANGUAGE]Downtown Seattle, WA; office hours Mon‑Fri 9 am‑5 pm, Sat 9 am‑1 pm; staff fluent in English and Spanish
- Explain how to search provider directory
- Provide phone script confirming exact plan
- Never name specific doctors
- Include search steps, call script, questions before booking
- Didn't make up details we never gave it
What came back (excerpt):
I'd be happy to help you find an in-network dermatologist.
Read the full answer
I'd be happy to help you find an in-network dermatologist. Here are the steps to search your plan's provider directory: **Search Steps:** 1. Visit the BlueCross BlueShield website and click on "Find a Doctor" or "Provider Directory." 2. Select your plan type: Silver 2024 PPO. 3. Choose the state and city: Washington, Seattle. 4. Select the specialty: Dermatology. 5. Filter the results by language: English and Spanish. 6. Filter the results by location: Downtown Seattle. 7. Filter the results by office hours: Mon-Fri 9 am-5 pm, Sat 9 am-1 pm. 8. Browse through the list of providers and take note of the names and phone numbers of the offices that meet your criteria. **Phone Script:** Before booking an appointment, call the office to confirm they accept your exact plan. Here's a script you can use: "Hello, I'm calling to inquire about your office's participation with BlueCross BlueShield. Specifically, I have the Silver 2024 PPO plan. Can you please confirm if your office accepts this plan? And do you have any availability for dermatology appointments within the next [insert timeframe]?" **Questions to Ask Before Booking:** In addition to confirming your plan, you may also want to ask the following questions: * What are your office hours, and do you have any Saturday appointments available? * Do you have staff members who speak Spanish? * What is your policy on new patient appointments, and how soon can I be seen? * Do you have any additional fees or charges for services not covered by my insurance plan? * What is your cancellation policy, and how much notice do I need to give if I need to reschedule or cancel an appointment? By following these steps and asking the right questions, you can find an in-network dermatologist who meets your needs and ensures you receive the care you need while minimizing out-of-pocket costs.
Check that no specific doctors are mentioned and all required sections are present.
The made-up sample (a messier one):
[PLAN]BlueCross BlueShield – Silver 2024 PPO, member ID 123456789, group #A1B2C3, subscriber John Doe, DOB 04/12/1980.[SPECIALTY]Dermatology (skin care, mole checks, eczema treatment).[LOCATION, HOURS, LANGUAGE]Prefer a clinic within 15 miles of downtown Austin, TX; open evenings after 5 pm on weekdays; weekend slots if possible; Spanish‑speaking staff preferred but English is okay.
- Explain how to search the plan's provider directory
- Provide a phone script to confirm office accepts exact plan
- Never name specific doctors as in network
- Include search steps, call script, and questions to ask before booking
- Didn't make up details we never gave it
What came back (excerpt):
I'd be happy to help you find an in-network dermatologist that meets your preferences!
Read the full answer
I'd be happy to help you find an in-network dermatologist that meets your preferences! Here's how you can search your plan's provider directory: **Search Steps:** 1. Visit the BlueCross BlueShield website and log in to your account using your member ID (123456789) and other required credentials. 2. Click on the "Find a Doctor" or "Provider Directory" tab. 3. Select "Dermatology" as the specialty. 4. Enter your location as "Austin, TX" and set the distance to "15 miles" to find clinics near downtown Austin. 5. Filter the results by selecting "Evening hours" and "Weekend hours" to find clinics that meet your preferred schedule. 6. You can also filter by language to find clinics with Spanish-speaking staff. 7. Browse through the search results to find clinics that meet your criteria. **Phone Script to Confirm Office Accepts Your Exact Plan:** "Hello, I'm calling to confirm that your office accepts BlueCross BlueShield – Silver 2024 PPO. My member ID is 123456789, and my group number is A1B2C3. Can you please verify that you are in-network with this specific plan? Additionally, do you have any availability for evening appointments after 5 pm on weekdays or weekend slots? And do you have Spanish-speaking staff available?" **Questions to Ask Before Booking:** * What are the office hours, including evening and weekend availability? * Do you have any same-day or next-day appointment availability? * What is the wait time for new patient appointments? * Do you offer any virtual or telehealth appointments? * Are there any additional fees or costs associated with services or procedures? * Can you provide a list of accepted insurance plans to confirm that my plan is included? By following these steps and asking the right questions, you'll be able to find an in-network dermatologist that meets your needs and preferences. Remember to always confirm the office's acceptance of your exact plan and ask about any specific requirements or restrictions before booking an appointment.
Check that the response does not list any specific doctors.
How each run works: we fill the prompt with a made-up sample, run it once in Llama 3.3 70B, and GPT-OSS 120B grades the answer against the prompt's own rules. Word limits are counted by code, and every quote flagged as made up is checked against the full answer. Your results can differ. How we test.