No positive label carried a quote.
“You should be most cautious about WhatsApp, Telegram, Discord, and Snapchat due to their association with malware, grooming, and privacy risks.”Mistral Small · Negative question · warning
“Owned by Meta; collects location, purchase history, and contact lists; metadata is shared with Facebook for profiling.”GLM 4.7 FlashX · Negative question · warning
“These apps almost always contain trojans, spyware, or ad-injecting malware”Gemini 3.5 Flash · Negative question · warning
“Some security experts recommend avoiding it for sensitive communications”MiniMax M2.5 · Negative question · warning
The products named in the same answers as WhatsApp Business API, over the 33 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 20 | 0 | View → | |
| 20 | 0 | View → | |
| 14 | 4 | View → | |
| 13 | 6 | View → | |
| 12 | 3 | View → | |
| 12 | 0 | View → | |
| 8 | 0 | View → | |
| 8 | 0 | View → | |
| 7 | 0 | View → | |
| 6 | 2 | View → |
What the models named instead of WhatsApp Business API →
A side-by-side page exists where both products are among a category's top eight.
Stated on WhatsApp Business API's own site, not checked by Gane.
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 →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 33 of the 33 answers that named WhatsApp Business API and are not a share of its labels.
Sixty-three of the sixty-three domain citations in answers naming WhatsApp Business API came from a third party's page.
Pages are listed as the models cited them.
| 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 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 1 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 1 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 1 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 1 | 1 |
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 153 | undated | |||
| Case study | 1 | undated | |||
| Report or ebook | 1 | undated | |||
| Comparison | 1 | 0 | 2024-08-06 |
Every page whatsapp.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. Read October 5, 2026.