# Pandora: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 7 judge labels across 1 categories by 6 of 14 models. Page: https://gtm-ai-index.com/vendors/pandora/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Audio and podcast advertising | 0% | 30 | 29% | 7 |

## What the models said for it

- "Pandora is the cheapest CPM of the big three, $10–18 self-serve, but the minimum spend is also ~$250." (Muse Glimmer 30B, Audio advertising)
- "It is particularly strong among older demographics and car commuters." (Qwen 3.7 Flash, Audio advertising)
- "both major platforms (like Spotify Ads, Pandora, Amazon Music)" (MiniMax M2.5, Audio advertising)

## And against it

- "Spotify, Pandora, Amazon Music, and similar major platforms are not "avoid" platforms by default; they are widely used, but they still have limitations" (Perplexity Sonar, Audio advertising)
- "not a consumer-facing giant like Spotify or Pandora directly" (Gemini 3.5 Flash, Audio advertising)

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, October 2026 Edition, gtm-ai-index.com.