Real ChatGPT answer · index seedDCYPfc1aQhccompleteMarketing and advertising · content marketinginformational
Are there proven strategies for optimizing our long-form articles so they get cited more often by ChatGPT and Perplexity?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there proven strategies for optimizing our long-form articles so they get cited more often by ChatGPT and Perplexity?
4 real searches · 1 real-search pass
research Generative Engine Optimization GEO study citation visibility content strategies 2024 2025 academic paperGoogle ↗
OBSERVEDReason
OpenAI ChatGPT search publishers crawler OAI-SearchBot documentation citations websiteGoogle ↗
OBSERVEDOther / navigational
Perplexity crawler PerplexityBot publisher documentation citations search indexingGoogle ↗
OBSERVEDOther / navigational
study what makes content cited by AI search engines ChatGPT Perplexity source selection 2025Google ↗
OBSERVEDReason
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 (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
research Generative Engine Optimization GEO study citation visibility content strategies 2024 2025 academic paper Google ↗
OpenAI ChatGPT search publishers crawler OAI-SearchBot documentation citations website Google ↗
Perplexity crawler PerplexityBot publisher documentation citations search indexing Google ↗
study what makes content cited by AI search engines ChatGPT Perplexity source selection 2025 Google ↗
- What Drives AI Citations? Content, Retrieval and Model Knowledge in Generative Engine Optimization (GEO) · arxiv.org
- From Citation Selection to Citation Absorption: A Measurement Framework for Generative Engine Optimization Across AI Search Platforms · app.cochat.ai
- GEO: Generative Engine Optimization | Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · doi.org
- [2509.08919] Generative Engine Optimization: How to Dominate AI Search · doi.org
- From Citation Selection to Citation Absorption: A Measurement Framework for Generative Engine Optimization Across AI Search Platforms · arxiv.org
- Publishers and Developers - FAQ · help.openai.com
- Overview of OpenAI Crawlers · developers.openai.com
- Optimizing Visibility in Generative Engines: A Critical Survey of Generative Engine Optimization (2023-2026) · arxiv.org
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
research Generative Engine Optimization GEO study citation visibility content strategies 2024 2025 academic paper OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
OpenAI ChatGPT search publishers crawler OAI-SearchBot documentation citations website OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Perplexity crawler PerplexityBot publisher documentation citations search indexing OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
study what makes content cited by AI search engines ChatGPT Perplexity source selection 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |