Real ChatGPT answer · index seedxaEuNvErYqscompleteMarketing and advertising · AI search and generative engine optimizationcomparison

Cost of AI SEO tools versus traditional rank trackers when deciding where to allocate our remaining quarterly software budget

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Cost of AI SEO tools versus traditional rank trackers when deciding where to allocate our remaining quarterly software budget
2 real searches · 1 real-search pass
2026 AI SEO tools pricing versus traditional rank tracking software pricing plansGoogle ↗
OBSERVEDComparison
2026 AI SEO software pricing Semrush AI SEO toolkit pricing Ahrefs pricing rank tracker pricing AccuRanker SE RankingGoogle ↗
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).

Searches and sources

ChatGPT2 real searches · gpt-6
2026 AI SEO tools pricing versus traditional rank tracking software pricing plans Google ↗
2026 AI SEO software pricing Semrush AI SEO toolkit pricing Ahrefs pricing rank tracker pricing AccuRanker SE Ranking Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 AI SEO tools pricing versus traditional rank tracking software pricing plans
OBSERVED
Google ↗
AI Mode ↗
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2026 AI SEO software pricing Semrush AI SEO toolkit pricing Ahrefs pricing rank tracker pricing AccuRanker SE Ranking
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1