Real ChatGPT answer · index seedewFdr1yEXvwcompleteMarketing and advertising · ad platformscomparison

How does the cost per acquisition on LinkedIn compare to Reddit when you are targeting high net worth individuals who might be looking for financial planning in their retirement?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does the cost per acquisition on LinkedIn compare to Reddit when you are targeting high net worth individuals who might be looking for financial planning in their retirement?
3 real searches · 1 real-search pass
2025 2026 LinkedIn Ads benchmark CPC CPM cost per lead financial services B2BGoogle ↗
OBSERVEDComparison
Reddit Ads benchmark CPC CPM cost per lead 2025 2026 financial servicesGoogle ↗
OBSERVEDOther / navigational
LinkedIn Reddit advertising targeting demographics job title income wealth retirement financial planning audience targetingGoogle ↗
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 (3)
Short factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

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
2025 2026 LinkedIn Ads benchmark CPC CPM cost per lead financial services B2B Google ↗
Reddit Ads benchmark CPC CPM cost per lead 2025 2026 financial services Google ↗
LinkedIn Reddit advertising targeting demographics job title income wealth retirement financial planning audience targeting Google ↗
  1. LinkedIn Ads Benchmarks: Finance Audiences 2026 · kiin.co
  2. business.reddithelp.com · business.reddithelp.com
  3. business.reddithelp.com · business.reddithelp.com
  4. Optiml · business.reddit.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2025 2026 LinkedIn Ads benchmark CPC CPM cost per lead financial services B2B
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Reddit Ads benchmark CPC CPM cost per lead 2025 2026 financial services
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
LinkedIn Reddit advertising targeting demographics job title income wealth retirement financial planning audience targeting
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1