Real ChatGPT answer · index seedUfHOLCH8nI8completeMarketing and advertising · AI search and generative engine optimizationcommercial
What is the cheapest tech stack for running automated B2B lead gen campaigns using AI personalization on a strict startup budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the cheapest tech stack for running automated B2B lead gen campaigns using AI personalization on a strict startup budget?
1 real search · 1 real-search pass
2026 pricing Apollo.io plans free basic pricing Smartlead Instantly n8n HubSpot free OpenAI API pricing officialGoogle ↗
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
2026 pricing Apollo.io plans free basic pricing Smartlead Instantly n8n HubSpot free OpenAI API pricing official Google ↗
- Apollo.io Pricing Plans · apollo.io
- Apollo.io Pricing Plans · apollo.io
- Apollo pricing · apollo.io
- Google Sheets · sheets.google.com
- n8n Plans and Pricing · n8n.io
- FAQs - General FAQ - Which license do I need for my use case? · support.n8n.io
- n8n website · n8n.io
- Self-hosting guide · docs.n8n.io
- OpenAI API pricing · platform.openai.com
- Smartlead · smartlead.ai
- Smartlead Pricing Plans · helpcenter.smartlead.ai
- Marketing Software Pricing · hubspot.com
- HubSpot pricing · hubspot.com