Real ChatGPT answer · index seed3is7GGv8ISEcompleteMarketing and advertising · AI search and generative engine optimizationinformational
What is the difference in cost and capability between standard SEO software and the new generative engine tracking platforms?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the difference in cost and capability between standard SEO software and the new generative engine tracking platforms?
2 real searches · 1 real-search pass
2026 generative engine optimization tracking platforms pricing comparison Profound Peec AI Otterly Semrush AhrefsGoogle ↗
OBSERVEDComparison
2026 traditional SEO software pricing Ahrefs Semrush Moz plans features AI search tracking GEO platforms pricing Profound Peec AI OtterlyGoogle ↗
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)
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
2026 generative engine optimization tracking platforms pricing comparison Profound Peec AI Otterly Semrush Ahrefs Google ↗
2026 traditional SEO software pricing Ahrefs Semrush Moz plans features AI search tracking GEO platforms pricing Profound Peec AI Otterly Google ↗
- The 9 Best Generative Engine Optimization (GEO) Tools of 2026 · semrush.com
- Pricing · tryprofound.com
- Generative engine optimization tools: real costs · toolbistro.com
- Plans & Pricing · ahrefs.com
- SEO & AI Search Plans and Pricing · semrush.com
- Profound website · tryprofound.com
- Peec AI website · peec.ai
- Otterly website · otterly.ai
- Semrush Features for AI Visibility · semrush.com
- Semrush website · semrush.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 generative engine optimization tracking platforms pricing comparison Profound Peec AI Otterly Semrush Ahrefs OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 traditional SEO software pricing Ahrefs Semrush Moz plans features AI search tracking GEO platforms pricing Profound Peec AI Otterly OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |