Real ChatGPT answer · index seedfTJVWi1Q9X0completeMarketing and advertising · AI search and generative engine optimizationbrand

What do actual users on Reddit think about Profound compared to other emerging platforms for monitoring brand reputation inside AI chatbots?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do actual users on Reddit think about Profound compared to other emerging platforms for monitoring brand reputation inside AI chatbots?
2 real searches · 1 real-search pass
site:reddit.com/r/ Profound AI visibility platform reviews compared to competitors 2026Google ↗
OBSERVEDComparison
site:reddit.com Profound AI search monitoring brand reputation ChatGPT platform reviews competitors Otterly Peec AIGoogle ↗
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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:reddit.com/r/ Profound AI visibility platform reviews compared to competitors 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
site:reddit.com Profound AI search monitoring brand reputation ChatGPT platform reviews competitors Otterly Peec AI
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1