Visibility in AI Search: What Makes ChatGPT Recommend My Brand? (DMEXCO 2026)
Summary
Visibility in AI Search: What Makes ChatGPT Recommend My Brand? (DMEXCO 2026). Published by Peec AI on September 30, 2026 and found through a youtube discussion. AIOTruth checked peec.ai, classified as reproducible first-party demonstration, and confirmed it discusses this item.
Demonstration by Peec AI, embedded from YouTube. AIOTruth did not reproduce the test.
Why it matters
This touches how brands are found through AI and how AI systems understand an entity. It changes the behaviour of a system that decides which brands get surfaced and cited.
Source
- peec.ai/ the item itself, published by Peec AI, created by Peec AI
- peec.ai/changelog Reproducible first-party demonstration, first party
- docs.peec.ai/intro-to-peec-ai Named expert analysis, or a first-party claim about itself, first party
- youtube.com/watch?v=zUfwkh3eybMwhere AIOTruth found it
What was checked
- canonical URL taken from the page itself
- read the item page (200)
- https://docs.peec.ai/intro-to-peec-ai: supports the item, tier 8 (Named expert analysis, or a first-party claim about itself)
- https://peec.ai/changelog: supports the item, tier 2 (Reproducible first-party demonstration)
- https://peec.ai/: supports the item, tier 8 (Named expert analysis, or a first-party claim about itself)
- Model-written copy did not pass the prose gate; this page uses deterministic copy built from the verified facts.
Limitations
- Everything checked traces back to a single domain, so this is one party's account.
- The demonstration was not independently reproduced by AIOTruth.
AIOTruth judgment
It scores 7.6 out of 10. Relevance 10, usefulness 5, evidence 8, originality 7. The evidence rating reflects Reproducible first-party demonstration from a single domain.
How this score was calculated
| Dimension | Weight | Score | What produced it |
|---|---|---|---|
| AIO relevance | 30% | 10 | ai search, geo, aeo, llm visibility, ai mode; 8 scope question(s) matched |
| Usefulness | 30% | 5 | 0 artifact(s), 4 actionable marker(s), 1 measured figure(s) |
| Evidence | 25% | 8 | Reproducible first-party demonstration; 3 verified source(s) across 1 domain(s) |
| Originality | 15% | 7 | no original testing found; closest archive match 0.19 |
aioRelevance x 0.30 + usefulness x 0.30 + evidence x 0.25 + originality x 0.15. The rubric is published in full on the Editorial Method page. Scoring is deterministic: the same item scores the same on every run.
Watch the demonstration Open the source
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