Real ChatGPT answer · index seedAyUTBjDlsOQcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
Which AI search optimization software has the best ROI right now for a bootstrapped company trying to compete with bigger brands in generative search results?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which AI search optimization software has the best ROI right now for a bootstrapped company trying to compete with bigger brands in generative search results?
2 real searches · 1 real-search pass
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
best AI search optimization software GEO platforms 2026 pricing features bootstrapped company ROI Profound Otterly Peec AI Scrunch Google ↗
AI visibility tracking tools comparison 2026 Profound Peec AI Otterly Scrunch pricing citations ChatGPT Perplexity Google ↗
- Otterly.AI Software Pricing, Alternatives & More 2026 · capterra.com
- The 9 Best Generative Engine Optimization (GEO) Tools of 2026 · semrush.com
- Best AI Visibility Tools in 2026: Prices and Features · digitaltatva.com
- Best GEO and AI Search Optimization Tools in 2026 · marketingshot.com
- AI Visibility Tools Compared: 8 Ways to Track AI Citations in 2026 · uxcontinuum.com
- Otterly.AI website · otterly.ai
- Peec AI website · peec.ai
- Semrush website · semrush.com
- Scrunch website · scrunch.com
- Pricing · tryprofound.com
- Profound website · tryprofound.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best AI search optimization software GEO platforms 2026 pricing features bootstrapped company ROI Profound Otterly Peec AI Scrunch OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AI visibility tracking tools comparison 2026 Profound Peec AI Otterly Scrunch pricing citations ChatGPT Perplexity OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |