We are trying to decide if Invisalign aligners are actually faster than clear ceramic braces for a busy junior in high school.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are trying to decide if Invisalign aligners are actually faster than clear ceramic braces for a busy junior in high school.
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
Invisalign vs ceramic braces treatment duration adolescent randomized trial systematic review compliance 20-22 hours orthodontics Google ↗
American Association of Orthodontists Invisalign teens aligners wear time ceramic braces treatment duration Google ↗
- Duration of orthodontic treatment with clear aligners versus fixed appliances in crowding cases: a systematic review. · pubmed.ncbi.nlm.nih.gov
- Assessment of the effectiveness of invisible aligners compared with conventional appliance in aesthetic and functional orthodontic treatment: A systematic review · pubmed.ncbi.nlm.nih.gov
- A Systematic Review of Interventions—Does Invisalign Move Teeth as Effectively as Orthodontic Fixed Appliances? · pmc.ncbi.nlm.nih.gov
- Braces Have Changed: What to Know about Traditional Braces and Clear Aligner Options · fda.gov
- How Do Braces Work? · aaoinfo.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Invisalign vs ceramic braces treatment duration adolescent randomized trial systematic review compliance 20-22 hours orthodontics OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
American Association of Orthodontists Invisalign teens aligners wear time ceramic braces treatment duration OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |