Real ChatGPT answer · index seedmDRz0wDxJcMcompleteMarketing and advertising · AI search and generative engine optimizationcommercial

What features should I look for when choosing an AI search optimization platform for my boutique SEO consultancy?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What features should I look for when choosing an AI search optimization platform for my boutique SEO consultancy?
2 real searches · 1 real-search pass
AI search optimization platform features agency multi-client reporting prompt tracking citation tracking 2026Google ↗
OBSERVEDConsequence
AI search visibility tools comparison agency features ChatGPT Perplexity Gemini monitoring 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 (2)
Short factOther / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / 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
AI search optimization platform features agency multi-client reporting prompt tracking citation tracking 2026 Google ↗
AI search visibility tools comparison agency features ChatGPT Perplexity Gemini monitoring 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AI search optimization platform features agency multi-client reporting prompt tracking citation tracking 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
AI search visibility tools comparison agency features ChatGPT Perplexity Gemini monitoring 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1