Real ChatGPT answer · index seeduR3Ji0HzXmkcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
Looking for low cost alternatives to expensive enterprise AI search tools for tracking keyword rankings in generative engines
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for low cost alternatives to expensive enterprise AI search tools for tracking keyword rankings in generative engines
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). 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
affordable AI search visibility tracking tools pricing Otterly Peec AI Rankscale LLMrefs 2026 Google ↗
low cost generative engine optimization tracking keyword rankings ChatGPT Perplexity Gemini tools pricing 2026 Google ↗
- Otterly.ai · otterly.ai
- LLMrefs · llmrefs.com
- Peec AI · peec.ai
- Rankscale · rankscale.ai
- Nightwatch · nightwatch.io
- AI visibility tools compared: what 19 of them actually cost · ladderfox.com
- Best Affordable AI Visibility Tools (2026) · rankprompt.com
- AI Rank Tracker Price Index: Monthly Prices for 8 Tools · aijournalnow.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
affordable AI search visibility tracking tools pricing Otterly Peec AI Rankscale LLMrefs 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
low cost generative engine optimization tracking keyword rankings ChatGPT Perplexity Gemini tools pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |