Real ChatGPT answer · index seedwqdprWjscGkcompleteMarketing and advertising · AI search and generative engine optimizationcomparison
We need to decide immediately whether to hire an agency specializing in AI answer engine optimization or keep trying to figure out Perplexity rankings in house
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to decide immediately whether to hire an agency specializing in AI answer engine optimization or keep trying to figure out Perplexity rankings in house
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
Perplexity AI search ranking factors official documentation citations sources content publishers 2026 Google ↗
answer engine optimization agency measurable results Perplexity rankings evidence 2026 Google ↗
- What is Pro Search? · perplexity.ai
- Perplexity ranking factors · novatechray.com
- Architecting and Evaluating an AI-First Search API · perplexity.ai
- Disentangling Answer Engine Optimization from Platform Growth: A Log-Based Natural Experiment on ChatGPT Referral Traffic · arxiv.org
- Two GEO experiments challenge conventional AI visibility advice · searchengineland.com
- Who Is Actually Winning AI Search? A Data-Grounded Look at the Agencies Leading GEO · rankscale.ai
- How to Choose a GEO Agency: Claims to Test · redliolabs.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Perplexity AI search ranking factors official documentation citations sources content publishers 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
answer engine optimization agency measurable results Perplexity rankings evidence 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |