Real ChatGPT answer · index seedSJ4q6dGQvYccompleteTelecom and utilities · switching providerscomparison

Has the Frontier internet outage history improved at all this year or should we just pay more for Spectrum to guarantee our kids can do their homework

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Has the Frontier internet outage history improved at all this year or should we just pay more for Spectrum to guarantee our kids can do their homework
2 real searches · 1 real-search pass
Frontier Communications outage reliability 2026 Pennsylvania Allentown outages customer reportsGoogle ↗
OBSERVEDConsequence
Spectrum internet outage reliability 2026 Allentown Pennsylvania comparison FrontierGoogle ↗
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)
Short factOther / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
Frontier Communications outage reliability 2026 Pennsylvania Allentown outages customer reports Google ↗
Spectrum internet outage reliability 2026 Allentown Pennsylvania comparison Frontier Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Frontier Communications outage reliability 2026 Pennsylvania Allentown outages customer reports
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Spectrum internet outage reliability 2026 Allentown Pennsylvania comparison Frontier
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1