CRM data quality and deduplication · Named, not rankedMelissa Clean Suite
Melissa Clean Suite is a CRM data quality product from Melissa that cleans and deduplicates customer records · melissa.com ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Melissa Clean Suite has 6.
Why models recommend it
“Global address/email/phone verification | Melissa Clean Suite”GLM 4.7 FlashX · Comparative question · alternative
“commonly used for address, phone, and contact validation”GPT-5.4 mini · Comparative question · alternative
“Useful when bad contact information is the main issue”GPT-6 Luna · Comparative question · alternative
“Best For: Address/contact-heavy use cases”Grok 4.20 · Comparative question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Melissa Clean Suite, over the 17 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 14 | 10 | View → | |
| 13 | 3 | View → | |
| 10 | 2 | View → | |
| 9 | 0 | View → | |
| 8 | 0 | View → | |
| 7 | 0 | View → | |
| 5 | 0 | View → | |
| 5 | 0 | View → | |
| 5 | 0 | View → | |
| 5 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Melissa Clean Suite's own site, not checked by Gane.
- For
- Salesforce / Dynamics CRM
- Free plan or trial
- Free Trial Available.
- Certifications
- USPS CASS, GDPR, CCPA, SOC 2, HIPAA, HITRUST
- Customers named
- Siemens
- Headquarters
- Rancho Santa Margarita, United States
- Founded
- 1985
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 17 of the 17 answers that named Melissa Clean Suite and are not a share of its labels.
Domains cited
Fifty-four of the sixty-one domain citations in answers naming Melissa Clean Suite came from a third party's page. Seven were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,021 | undated | CRM, Email verification | ||
| Report or ebook | 166 | undated | |||
| Glossary or explainer | 73 | 3 | 2026-08-06 | ||
| Podcast or video | 69 | 0 | 2026-03-10 | ||
| Case study | 43 | undated | |||
| News or press | 29 | 0 | 2026-03-27 | ||
| Webinar or virtual event | 25 | 2 | 2026-07-29 | Email verification, Enrichment | |
| Conference or event | 22 | 0 | 2025-12-04 | ||
| Template or tool | 16 | undated | |||
| Comparison | 10 | 0 | 2025-02-11 | CDP |
Most recent
- 2026-08-06What is a postal code glossary or explainer
- 2026-08-06What is phishing glossary or explainer
- 2026-08-06What is proof of address glossary or explainer
- 2026-07-29Introducing the usage ws api account wide usage visibility on demand webinar or virtual event
- 2026-07-09Webinar recap how to optimize data for agentic commerce preparing your ecommerce system for ai webinar or virtual event
- 2026-06-23Webinar recap real time cleaner data with ai agents webinar or virtual event
Events in person
- June 24, 2026 to June 26, 2026Asia DigiCommerce Services Xpo 2026 (ADSX)Queen Sirikit National Convention Center (QSNCC) · exhibited
- October 23, 2025Expo TechnologyHotel Crowne Plaza, Monterrey, Mexico · exhibited
- October 21, 2025Data DaySchool of Government & Public Policy, Mexico · exhibited
As the event pages on melissa.com state them, read October 5, 2026.
How it is countedHide how it is counted
Every page melissa.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name CRM (14); 0 name the category the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read October 5, 2026.