Real ChatGPT answer · index seedtyxHEEyxh2ccompleteMarketing and advertising · AI search and generative engine optimizationinformational
Why are our HubSpot AI content features generating content that completely misses the mark for generative engine optimization, and how can I fix our system prompt right now?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why are our HubSpot AI content features generating content that completely misses the mark for generative engine optimization, and how can I fix our system prompt right now?
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
HubSpot Breeze AI content assistant system prompts brand voice content generation features 2026 Google ↗
generative engine optimization GEO best practices research citations structured content authoritative sources 2025 2026 Google ↗
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.cn
- Generate and refine content with AI · knowledge.hubspot.com
- Use Breeze Assistant · knowledge.hubspot.com
- Optimizing Visibility in Generative Engines: A Critical Survey of Generative Engine Optimization (2023-2026) · arxiv.org
- GEO starts with the question, not the answer · axios.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
HubSpot Breeze AI content assistant system prompts brand voice content generation features 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
generative engine optimization GEO best practices research citations structured content authoritative sources 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |