PractitionerLily Ray, 2026
70% of the time, when a brand's own listicle is cited in a Google AI Overview, the brand is left out and the listicle is used to recommend a competitor instead
Citation & visibility tracking
| Outcome when listicle was cited | Number of listicles | Share of listicles (%) |
|---|---|---|
| Brand left out, and its listicle was used to recommend a competitor | 129 | 70% |
| Brand left out, and the listicle wasn't cited next to any brand's recommendation | 21 | 11% |
| Brand recommended, but its listicle was used to recommend a competitor | 8 | 4% |
| Brand recommended, and its listicle backed both the brand and competitors | 12 | 7% |
| Brand recommended, and its listicle backed only the brand itself | 6 | 3% |
| Brand recommended, and the listicle wasn't cited next to any brand's recommendation | 8 | 4% |
Outcomes when brands' own listicles are cited by Google AI Overviews (184 listicles)
- Reader Note:
- The table behind this holds six outcomes, and the fuller reading is harsher than 70%: the brand is left out of the recommendation in 150 of the 184 listicles, or 81%, and recommended in only 34 — and even among those 34, its own listicle was used to back a competitor in 8 cases. The 70% is the single largest outcome on its own: brand left out and the listicle used to recommend a competitor, 129 listicles. All of it is B2B software queries, and what counts as the brand being left out is the author's own reading of each AI Overview.
- Evidence:
- Observed behaviour
- Vendor interest:
- Moderate — This comes from a company with a commercial interest in this market, so it is not a neutral source.
- Sample:
- Not disclosed
Good for
Getting a rough orientation, and deciding what to check yourself.
Not for
- Saying that one thing caused another, or predicting what you would get.
- This comes from a company with a commercial interest in this market, so it is not a neutral source.
- This is an aggregated or average number that covers very different cases. Real results in a particular segment may differ.
- The source never says how this number was measured.
- The source never says how big its sample was or what went into it.




