# Speechify: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 5 judge labels across 1 categories by 5 of 14 models. Page: https://gtm-ai-index.com/vendors/speechify/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| AI voice agents | 0% | 103 | 100% | 5 |

## And against it

- "Consumer Reports flagged similar guardrail weaknesses" (GLM 4.7 FlashX, AI voice agents)
- "Tools like ElevenLabs/Murf/Speechify power fraud" (Grok 4.1 Fast, AI voice agents)
- "four [ElevenLabs, Speechify, PlayHT, and Lovo] out of the six tools ... required it only to check a box" (Muse Glimmer 30B, AI voice agents)
- "Why be cautious: ... you risk legal and reputational issues." (Mistral Small, AI voice agents)

## 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.