Real ChatGPT answer · index seedMYlQaygJmDYcompleteMarketing and advertising · AI search and generative engine optimizationbrand
Can you search for recent discussions on Reddit about whether generative engine optimization actually brings in real business leads?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you search for recent discussions on Reddit about whether generative engine optimization actually brings in real business leads?
1 real search · 1 real-search pass
site:reddit.com generative engine optimization GEO leads clients business results discussions 2026Google ↗
OBSERVEDOther / navigational
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
site:reddit.com generative engine optimization GEO leads clients business results discussions 2026 Google ↗
- Looking to hear from companies that have hired a GEO agency · reddit.com
- Which GEO Tactics are Actually Driving ROI? · reddit.com
- trying to wrap my head around generative engine optimization.. is it just seo with extra steps · reddit.com
- Generative engine optimisation for startups · reddit.com
- Is anyone actually doing GEO right, or is it just SEO with a new name? · reddit.com
- Can Reddit fend off a new wave of AI SEO spam? · theverge.com