# Lob Address Verification: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/lob-address-verification

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Address verification tools](https://www.gane.ai/index/gtm/gtm-data/address-verification/index.md) | 0% | 23 | 0% | 2 |

## What the models said for it

- "Start with Lob's 300 free live US verifications per month" (Muse Glimmer 30B, Address verification)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Lob Address Verification, from 9 of the 9 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 9
- g2.com: 8
- apio.sh: 7
- smarty.com: 7
- getapp.com: 6
- softwareadvice.co.uk: 6
- softwareadvice.com: 6
- capterra.co.uk: 5
- melissa.com: 4
- cufinder.io: 3

### Pages cited

- https://apio.sh/best/address-validation: 7
- https://capterra.com/address-verification-software: 6
- https://softwareadvice.co.uk/directory/4463/address-verification/software: 6
- https://g2.com/articles/best-address-verification-software: 5
- https://capterra.co.uk/directory/33215/address-verification/software: 4
- https://capterra.com/address-verification-software/features/api: 3
- https://cufinder.io/blog/api/best-address-validation-apis: 3
- https://digi-texx.com/techblog/address-validation-software: 3

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.