Real ChatGPT answer + Gemini simulation · index seed3QskXgGfutMcompleteAI OverviewHealth and wellness · dental carebrand
Can you give me a list of emergency dental clinics in Austin that accept walk-ins and have transparent pricing for uninsured patients?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search35 queries10/30/2026
Download run
Gemini unique queries
34
2 in ≥ half the passes · stability 35%
ChatGPT real searches predicted
0%
0 of 1 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
Can you give me a list of emergency dental clinics in Austin that accept walk-ins and have transparent pricing for uninsured patients?
34 unique queries · 3 passes
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence. 34 queries are still being classified.
What the models actually searched
Each model answered the query with its own web search. These are the searches it ran, matched to the closest simulated query.
ChatGPT1 real searches · gpt-60% predicted
Austin TX emergency dental walk-in uninsured self pay pricing fees 2026 Google ↗
- Manos De Cristo - Dental Center · lowincomedental.org
- Emergency Dentist in Austin, TX — Same-Day Appointments Available · aidm.dental
- Same-Day Emergency Care | Austin, TX · groovydentalaustin.com
- Frequently Asked Questions · daylightdental.com
- Austin Emergency Dental · google.com
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · click a topic to focus it · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
34 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
emergency dental clinics austin walk ins REFORMULATION | Google ↗ AI Mode ↗ | Find dental clinics in Austin that handle dental emergencies and permit walk-in visits. | — | map/local_pack | walk-in dental clinic reviews | 2x of 3 | |
affordable emergency dentist austin no insurance transparent pricing REFORMULATION | Google ↗ AI Mode ↗ | Locate cost-effective emergency dental care in Austin with upfront pricing for patients lacking insurance. | — | pricing_page | affordable uninsured emergency dentists | 2x of 3 | |
emergency dental clinics austin walk ins welcome REFORMULATION | Google ↗ AI Mode ↗ | Find urgent dental care offices in Austin that explicitly allow walk-in patients without appointments. | — | map/local_pack | walk-in dental clinic reviews | 1x of 3 | |
affordable emergency dentist austin no insurance REFORMULATION | Google ↗ AI Mode ↗ | Locate urgent dental care options in Austin tailored for patients without health or dental insurance. | — | pricing_page | affordable uninsured emergency dentists | 1x of 3 | |
dentist office flat rate emergency fee austin RELATED | Google ↗ AI Mode ↗ | Identify clinics providing transparent, flat-rate pricing for initial emergency exams. | — | faq_page | austin emergency dental pricing | 1x of 3 | |
how much does an emergency tooth extraction cost without insurance in texas IMPLICIT | Google ↗ AI Mode ↗ | Understand typical out-of-pocket emergency dental costs in Texas to evaluate clinic pricing transparency. | — | web_article | tooth extraction costs in texas | 1x of 3 | |
how to find urgent dental care without insurance RELATED | Google ↗ AI Mode ↗ | Understand strategies and resources for getting immediate dental treatment when uninsured. | — | how_to_steps | urgent dental care without insurance | 1x of 3 | |
same day emergency tooth extraction austin price RELATED | Google ↗ AI Mode ↗ | Find out the costs associated with immediate extractions for severe tooth pain in Austin. | — | web_article | austin emergency dental pricing | 1x of 3 | |
urgent care dentist vs hospital er for toothache cost and treatment COMPARATIVE | Google ↗ AI Mode ↗ | Compare the cost, wait times, and treatment capabilities of emergency dental clinics versus hospital emergency rooms. | — | comparison_table | dentist versus er toothache costs | 1x of 3 | |
average cost of emergency tooth extraction without insurance RELATED | Google ↗ AI Mode ↗ | Determine typical out-of-pocket costs for common emergency dental procedures. | — | calculator/tool | tooth extraction costs in texas | 1x of 3 | |
what to do in a dental emergency without insurance IMPLICIT | Google ↗ AI Mode ↗ | Understand immediate steps and financial considerations when facing a sudden dental crisis uninsured. | — | how_to_steps | urgent dental care without insurance | 1x of 3 | |
austin emergency dental care sliding scale fees community health centers ENTITY EXPANSION | Google ↗ AI Mode ↗ | Locate community clinics or federally qualified health centers in Austin that offer reduced-cost emergency dental care based on income. | — | faq_page | sliding scale community dental clinics | 1x of 3 | |
what to do in a dental emergency when you cannot afford a dentist IMPLICIT | Google ↗ AI Mode ↗ | Find emergency relief options, payment plans, or community clinics for urgent dental pain. | — | faq_page | urgent dental care without insurance | 1x of 3 | |
how much does an emergency dental visit cost without insurance in texas IMPLICIT | Google ↗ AI Mode ↗ | Discover average out-of-pocket expenses for emergency dental consultations in Texas. | — | calculator/tool | tooth extraction costs in texas | 1x of 3 | |
best emergency dentist austin reviews for uninsured patients PERSONALIZED | Google ↗ AI Mode ↗ | Read patient reviews specifically addressing how fair and transparent emergency dental clinics are with uninsured individuals in Austin. | — | review_roundup | affordable uninsured emergency dentists | 1x of 3 | |
community health clinics austin dental sliding fee scale ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify safety net clinics in Austin offering subsidized or income-based dental care. | — | web_article | sliding scale community dental clinics | 1x of 3 | |
urgent care dentist vs hospital emergency room dental cost COMPARATIVE | Google ↗ AI Mode ↗ | Compare the cost and effectiveness of visiting an urgent care dental clinic versus a hospital ER for tooth pain. | — | comparison_table | dentist versus er toothache costs | 1x of 3 | |
what to expect during an emergency dental walk in visit REFORMULATION | Google ↗ AI Mode ↗ | Learn the step-by-step process of walking into an emergency dental office for urgent treatment. | — | how_to_steps | walk-in dental clinic reviews | 1x of 3 | |
emergency dentist vs hospital er for toothache cost and treatment COMPARATIVE | Google ↗ AI Mode ↗ | Compare the effectiveness and financial impact of visiting an emergency dentist versus a hospital ER for dental pain. | — | comparison_table | dentist versus er toothache costs | 1x of 3 | |
community health dental clinics austin sliding scale ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find community-based or federally qualified health centers in Austin offering income-based sliding scale dental fees. | — | review_roundup | sliding scale community dental clinics | 1x of 3 | |
austin 24 hour emergency dentist flat rate pricing RELATED | Google ↗ AI Mode ↗ | Find round-the-clock emergency dental services in Austin that offer flat-rate fees. | — | web_article | austin emergency dental pricing | 1x of 3 | |
best rated emergency dental offices in austin texas ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find top-reviewed emergency dental providers operating in the Austin area. | — | review_roundup | walk-in dental clinic reviews | 1x of 3 | |
austin emergency dental clinic reviews patient experiences PERSONALIZED | Google ↗ AI Mode ↗ | Read patient testimonials regarding wait times, walk-in accommodation, and billing transparency at Austin emergency dentists. | — | forum/qna | walk-in dental clinic reviews | 1x of 3 | |
dental discount plans vs no insurance emergency dentist austin COMPARATIVE | Google ↗ AI Mode ↗ | Evaluate whether joining a dental discount plan is cheaper than paying standard uninsured rates at an Austin emergency clinic. | — | buyers_guide | affordable uninsured emergency dentists | 1x of 3 | |
urgent dental care financing options carecredit cherry RELATED | Google ↗ AI Mode ↗ | Discover medical credit cards and payment plans accepted by dental clinics for emergency procedures. | — | buyers_guide | dentist versus er toothache costs | 1x of 3 | |
24 hour emergency dental care austin texas REFORMULATION | Google ↗ AI Mode ↗ | Find round-the-clock emergency dental providers operating in the Austin area. | — | map/local_pack | austin emergency dental pricing | 1x of 3 | |
list of austin dental clinics with online fee schedules ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find dental practices in the Austin area that explicitly publish their complete price list online. | — | dataset | clinics with transparent fee schedules | 1x of 3 | |
same day dental implants crowns austin pricing REFORMULATION | Google ↗ AI Mode ↗ | Check availability and costs for immediate restorative dental procedures in Austin. | — | pricing_page | austin emergency dental pricing | 1x of 3 | |
transparent pricing dental checkup cost austin RELATED | Google ↗ AI Mode ↗ | Check which Austin dentists publish their standard fee schedules online. | — | pricing_page | clinics with transparent fee schedules | 1x of 3 | |
immediate treatment for severe tooth pain without insurance options IMPLICIT | Google ↗ AI Mode ↗ | Find immediate pain-relief options and affordable payment pathways when suffering from acute dental pain without coverage. | — | checklist | urgent dental care without insurance | 1x of 3 | |
are there 24 hour walk in dentists in austin IMPLICIT | Google ↗ AI Mode ↗ | Determine if round-the-clock walk-in dental services exist in the Austin market. | — | forum/qna | walk-in dental clinic reviews | 1x of 3 | |
how to prepare for an emergency dental visit with no insurance PERSONALIZED | Google ↗ AI Mode ↗ | Learn what to bring and expect when visiting an emergency dentist without insurance coverage. | — | checklist | urgent dental care without insurance | 1x of 3 | |
walk in dental clinic services and fees ENTITY EXPANSION | Google ↗ AI Mode ↗ | Understand general service offerings and associated fees for walk-in dental urgent care facilities. | — | buyers_guide | clinics with transparent fee schedules | 1x of 3 | |
austin emergency dental clinic payment plans carecredit accepted REFORMULATION | Google ↗ AI Mode ↗ | Identify emergency dental providers in Austin that accept third-party financing like CareCredit for uninsured patients. | — | faq_page | sliding scale community dental clinics | 1x of 3 |
Passes
Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.
Geminix = pass, y = cumulative unique queries
| Model | Pass | Target | Generated | Seconds | Tokens (in / out) | Notes |
|---|---|---|---|---|---|---|
| gemini-3.5-flash-lite | 1 | 12 | 12 | — | 923 / 1,422 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 923 / 1,492 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 923 / 1,537 |