PractitionerAI+Automation, Feb 2026
Google AI Mode linked to Reddit in 70.8% of answers to “is it worth it” and comparison questions
Citation & visibility tracking
| Intent Type (sample size) | Google AI (%) | Perplexity (%) | ChatGPT (%) | Claude (%) |
|---|---|---|---|---|
| Validation (n = 24) | 70.8% | 45.8% | 25% | 0% |
| Informational (n = 30) | 43.3% | 10% | 0% | 0% |
| Transactional (n = 11) | 36.4% | 27.3% | 18.2% | 0% |
| Discovery (n = 29) | 34.5% | 10.3% | 24.1% | 0% |
| Navigational (n = 6) | 0% | 0% | 33.3% | 0% |
Reddit Citation Rate in Web UI AI Answers by Query Intent Type Across Platforms
- Reader Note:
- “Validation” questions are opinion or comparison prompts such as “is the Dyson V15 worth it”. The figure covers 24 such questions out of 100 tested; across all question types Google AI Mode linked to Reddit in 44% of answers. On the same validation questions, Perplexity linked to Reddit in 45.8% of answers, ChatGPT in 25.0% and Claude in 0%. Data was collected in February 2026 through each platform’s public website, using one logged-in account per platform, so results may reflect that account and that moment. The source is a not peer-reviewed preprint from an AI consultancy.
- Evidence:
- Observed behaviour
- Vendor interest:
- Low
- Sample:
- Reddit corpus of 12,187 unique posts and 103,696 comments from 60 subreddits across 20 categories; AI side used 50 product recommendation queries across 4 platforms, each run 3 times, plus 15 API queries and 100 web UI queries for citation testing.
Good for
Comparing yourself against a similar segment, and choosing what to test next.
Not for
- Saying that one thing caused another, or predicting what you would get.
- The source says how much it looked at, but not how any of it was chosen.




