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

Gane Index, November 2026 Edition. Named in 45 judge labels across 1 category by 14 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/melissa-global-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% | 9 | 7% | 45 |

## What the models said for it

- "Melissa is the best pick for US address hygiene teams that need real-time checks plus batch cleansing" (Muse Glimmer 30B, Address verification)
- "Choose Melissa if you want strong global validation + enrichment + flexible deployment." (GPT-5.4 mini, Address verification)
- "Melissa is typically the next consideration if you need deeper enterprise-grade global postal certification and enrichment" (Muse Glimmer 30B, Address verification)
- "Better if address validation is part of a broader data-quality, deduplication, and contact-database-cleaning program." (Perplexity Sonar, Address verification)

## And against it

- "consider Loqate or Melissa, but they're usually better fits once budget is less constrained" (GPT-5.4 mini, Address verification)
- "Downside: Pricing is opaque; starts at $5,145/year" (Kimi K2, Address verification)
- "overkill and pricier for pure mid-market needs" (Grok 4.20, Address verification)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-5.4 mini | 1 | 2 | 0 | 1 | 4 |
| Gemini 3.5 Flash | 0 | 2 | 1 | 0 | 3 |
| Perplexity Sonar | 0 | 3 | 0 | 0 | 3 |
| Grok 4.20 | 0 | 2 | 1 | 1 | 4 |
| Mistral Small | 0 | 3 | 1 | 0 | 4 |
| DeepSeek V4 Flash | 0 | 3 | 1 | 0 | 4 |
| Llama 4 Maverick | 0 | 2 | 1 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 3 | 1 | 0 | 4 |
| Kimi K2 | 0 | 1 | 1 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 3 | 0 | 0 | 3 |
| MiniMax M2.5 | 0 | 3 | 0 | 0 | 3 |
| GPT-6 Luna | 0 | 3 | 0 | 0 | 3 |
| Muse Glimmer 30B | 1 | 1 | 0 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Melissa Global Address Verification, from 134 of the 144 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 83
- melissa.com: 70 (its own site)
- capterra.com: 57
- smarty.com: 55
- loqate.com: 51
- getapp.com: 50
- postgrid.com: 41
- softwareadvice.co.uk: 39
- softwareadvice.com: 39
- digi-texx.com: 37

### Pages cited

- https://g2.com/articles/best-address-verification-software: 50
- https://softwareadvice.co.uk/directory/4463/address-verification/software: 39
- https://digi-texx.com/techblog/address-validation-software: 37
- https://capterra.com/address-verification-software: 36
- https://melissa.com/address-experts/best-address-verification-apis-complete-comparison: 32
- https://g2.com/categories/address-verification/enterprise: 30
- https://cufinder.io/blog/api/best-address-validation-apis: 26
- https://capterra.co.uk/directory/33215/address-verification/software: 25

## The company

Melissa; https://www.melissa.com; Rancho Santa Margarita, United States; founded 1985. From Wikidata, fetched 2026-09-14.

## What it publishes

Every page melissa.com exposes, read 2026-10-05: 3982 addresses. By kind, pages and the last 90 days:

- blog: 1021 pages, 0 in the last 90 days, latest undated
- case study: 43 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 25 pages, 2 in the last 90 days, latest 2026-07-29
- conference or event: 22 pages, 0 in the last 90 days, latest 2025-12-04
- report or ebook: 166 pages, 0 in the last 90 days, latest undated
- comparison: 10 pages, 0 in the last 90 days, latest 2025-02-11
- template or tool: 16 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 73 pages, 3 in the last 90 days, latest 2026-08-06
- podcast or video: 69 pages, 0 in the last 90 days, latest 2026-03-10
- news or press: 29 pages, 0 in the last 90 days, latest 2026-03-27
- Recent: 2026-08-06 glossary or explainer: What is a postal code https://www.melissa.com/en-gb/address-experts/what-is-a-postal-code
- Recent: 2026-08-06 glossary or explainer: What is phishing https://www.melissa.com/en-gb/address-experts/what-is-phishing
- Recent: 2026-08-06 glossary or explainer: What is proof of address https://www.melissa.com/en-gb/address-experts/what-is-proof-of-address
- Recent: 2026-07-29 webinar or virtual event: Introducing the usage ws api account wide usage visibility on demand https://blog.melissa.com/product-news-updates/introducing-the-usage-ws-api-account-wide-usage-visibility-on-demand
- Recent: 2026-07-09 webinar or virtual event: Webinar recap how to optimize data for agentic commerce preparing your ecommerce system for ai https://blog.melissa.com/en-us/global-intelligence/webinar-recap-how-to-optimize-data-for-agentic-commerce-preparing-your-ecommerce-system-for-ai
- Recent: 2026-06-23 webinar or virtual event: Webinar recap real time cleaner data with ai agents https://blog.melissa.com/en-us/global-intelligence/webinar-recap-real-time-cleaner-data-with-ai-agents

## 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.