Real ChatGPT answer · index seedw8xzYelhk84completeTelecom and utilities · switching providersbrand

What retention offers is the Optimum retention department deals team providing to subscribers threatening to switch to local municipal fiber competitors

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What retention offers is the Optimum retention department deals team providing to subscribers threatening to switch to local municipal fiber competitors
3 real searches · 1 real-search pass
Optimum retention department loyalty offers customer reports 2025 2026 fiber competitor cancellation discountGoogle ↗
OBSERVEDReason
Optimum retention offers municipal fiber competition EPB Chattanooga customer experiencesGoogle ↗
OBSERVEDComparison
Optimum internet promotional pricing existing customers retention deals 2026Google ↗
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 (3)
Short factOther / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Optimum retention department loyalty offers customer reports 2025 2026 fiber competitor cancellation discount Google ↗
Optimum retention offers municipal fiber competition EPB Chattanooga customer experiences Google ↗
Optimum internet promotional pricing existing customers retention deals 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Optimum retention department loyalty offers customer reports 2025 2026 fiber competitor cancellation discount
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Optimum retention offers municipal fiber competition EPB Chattanooga customer experiences
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Optimum internet promotional pricing existing customers retention deals 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1