Real ChatGPT answer · index seedgv1mxKwfO80completePets · dog breedsbrand

My vet recommended Frontline but I saw terrible reviews on Reddit about it failing to kill fleas this year is that a widespread problem?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My vet recommended Frontline but I saw terrible reviews on Reddit about it failing to kill fleas this year is that a widespread problem?
2 real searches · 1 real-search pass
Frontline Plus fipronil flea resistance widespread treatment failure 2025 2026 veterinary evidenceGoogle ↗
OBSERVEDReason
Reddit Frontline flea treatment not working 2026 fleasGoogle ↗
OBSERVEDConsequence

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)
Short factOther / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / no

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
Frontline Plus fipronil flea resistance widespread treatment failure 2025 2026 veterinary evidence Google ↗
Reddit Frontline flea treatment not working 2026 fleas Google ↗
  1. A One Health perspective on pet parasiticides · bsava.com
  2. FAQ Responsible Prescribing.docx · vetsustain.org
  3. Oral evidence · committees.parliament.uk
  4. Fleas this year?? · reddit.com
  5. Hi · reddit.com
  6. Fleas in Dogs and Cats - Integumentary System · merckvetmanual.com
  7. Companion Animal Parasite Council · capcvet.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Frontline Plus fipronil flea resistance widespread treatment failure 2025 2026 veterinary evidence
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Reddit Frontline flea treatment not working 2026 fleas
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1