Real ChatGPT answer · index seedHuc8hMyX4bAcompleteB2B software · marketing automationinformational

What kind of ROI should I realistically expect if I hire a marketing automation agency to overhaul our B2B lead generation funnel this quarter

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What kind of ROI should I realistically expect if I hire a marketing automation agency to overhaul our B2B lead generation funnel this quarter
2 real searches · 1 real-search pass
B2B marketing automation ROI benchmarks lead conversion pipeline marketing automation agency 2025 researchGoogle ↗
OBSERVED
B2B demand generation benchmarks lead to opportunity conversion cost per lead 2025 reportGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
B2B marketing automation ROI benchmarks lead conversion pipeline marketing automation agency 2025 research Google ↗
B2B demand generation benchmarks lead to opportunity conversion cost per lead 2025 report Google ↗
  1. 2025 B2B Sales & Marketing Benchmark Report · 8560290.fs1.hubspotusercontent-na1.net
  2. 2026 B2B Paid Media Benchmark Report · metadata.io
  3. How we counted | 2026 B2B Benchmark · cpanel.metadata.io

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
B2B marketing automation ROI benchmarks lead conversion pipeline marketing automation agency 2025 research
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
B2B demand generation benchmarks lead to opportunity conversion cost per lead 2025 report
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1