Real ChatGPT answer · index seedyFZnlKBEblccompleteMarketing and advertising · AI search and generative engine optimizationcomparison
Can you compare the cost and effectiveness of using an agency versus internal AI tools to recover from SGE traffic drops?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the cost and effectiveness of using an agency versus internal AI tools to recover from SGE traffic drops?
3 real searches · 1 real-search pass
Google AI Overviews 2026 SEO guidance website traffic search performance latestGoogle ↗
OBSERVEDOther / navigational
2026 SEO agency pricing monthly retainers technical SEO content marketing pricing AI SEO tools costGoogle ↗
OBSERVEDComparison
Google AI Overviews impact organic click through rates study 2025 2026 SEO trafficGoogle ↗
OBSERVEDConsequence
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Google AI Overviews 2026 SEO guidance website traffic search performance latest Google ↗
2026 SEO agency pricing monthly retainers technical SEO content marketing pricing AI SEO tools cost Google ↗
Google AI Overviews impact organic click through rates study 2025 2026 SEO traffic Google ↗
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · ccn.web.tr
- Introducing Search Generative AI performance reports in Search Console | Google Search Central Blog | Google for Developers · developers.google.com
- Generative AI performance report (Search) · support.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google AI Overviews 2026 SEO guidance website traffic search performance latest OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
2026 SEO agency pricing monthly retainers technical SEO content marketing pricing AI SEO tools cost OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Google AI Overviews impact organic click through rates study 2025 2026 SEO traffic OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |