Real ChatGPT answer · index seed2xasueujBSUcompleteMarketing and advertising · AI search and generative engine optimizationcommercial

What are the main differences between traditional keyword tracking and the new generative engine rank tracking features offered by tools like Semrush?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the main differences between traditional keyword tracking and the new generative engine rank tracking features offered by tools like Semrush?
2 real searches · 1 real-search pass
Semrush AI visibility toolkit generative engine optimization tracking features brand mentions citations prompts officialGoogle ↗
OBSERVEDOther / navigational
Semrush traditional keyword position tracking features rank tracking official comparison AI visibilityGoogle ↗
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 / navigational50%Comparison50%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

ChatGPT2 real searches · gpt-6
Semrush AI visibility toolkit generative engine optimization tracking features brand mentions citations prompts official Google ↗
Semrush traditional keyword position tracking features rank tracking official comparison AI visibility Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Semrush AI visibility toolkit generative engine optimization tracking features brand mentions citations prompts official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Semrush traditional keyword position tracking features rank tracking official comparison AI visibility
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1