# Instagram: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 2 categories by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/instagram

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [In-app messaging and customer communications](https://www.gane.ai/index/gtm/customer/in-app-messaging-and-customer-communications/index.md) | 0% | 99 | 100% | 1 |
| [Social media management](https://www.gane.ai/index/gtm/marketing/social-media-management/index.md) | 0% | 55 | 100% | 1 |

## And against it

- "Instagram is avoided by some due to its focus on visual content and the pressure to maintain a strong presence" (Llama 4 Maverick, Social media)
- "Many popular apps, like Instagram, Skype, Slack and Snapchat don't offer end-to-end encryption at all." (Muse Glimmer 30B, In-app messaging)

## 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 | 0 | 1 | 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 | 0 | 0 | 1 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Instagram, from 8 of the 10 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 5
- linkedin.com: 4
- gane.ai/index: 3
- blog.hubspot.com: 2
- capterra.com: 2
- fitsmallbusiness.com: 2
- marketing-interactive.com: 2
- reddit.com: 2
- skywalk.ltd: 2
- techradar.com: 2

### Pages cited

- https://www.gane.ai/index/gtm/marketing/content-marketing-platforms/smb: 2
- https://marketing-interactive.com/building-trust,-loyalty-and-the-revenue-pipeline-with-content-marketing: 2
- https://skywalk.ltd/how-to-market-a-small-business-on-a-budget-in-the-uk: 2
- https://webnode.com/blog/content-marketing-for-small-businesses: 2
- http://baltijapublishing.lv/index.php/econedu/article/download/3223/3190: 1
- https://23digital.com.au/9-social-media-marketing-mistakes-small-businesses-make-in-2026: 1
- https://ably.com/blog/in-app-messaging-strategies-and-best-practices: 1
- https://about.us/blog/building-an-online-community-on-a-small-business-budget: 1

## The company

Instagram; https://www.instagram.com/; Menlo Park, California, United States; founded 2010; part of Meta Platforms. From Wikidata, fetched 2026-09-14.

## In its own words

What Instagram's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Create an account or log in to Instagram - Share what you're into with the people who get you. (https://instagram.com/)
- For: people who get you (https://instagram.com/)

## What it publishes

Every page instagram.com exposes, read 2026-09-29: 376 addresses. By kind, pages and the last 90 days:

- blog: 28 pages, 2 in the last 90 days, latest 2026-09-28
- report or ebook: 2 pages, 0 in the last 90 days, latest 2018-08-01
- comparison: 1 pages, 0 in the last 90 days, latest 2018-11-28
- podcast or video: 1 pages, 0 in the last 90 days, latest 2024-12-18
- news or press: 335 pages, 2 in the last 90 days, latest 2026-09-25
- Recent: 2026-09-28 blog: How to make instagram reels https://about.instagram.com/blog/tips-and-tricks/how-to-make-instagram-reels/
- Recent: 2026-09-25 news or press: Instagram close friends only kai cenat kaiya cenat https://about.instagram.com/blog/announcements/instagram-close-friends-only-kai-cenat-kaiya-cenat/
- Recent: 2026-07-07 news or press: New ai effects in instagram stories https://about.instagram.com/blog/announcements/new-ai-effects-in-instagram-stories/
- Recent: 2026-07-02 blog: How to use instagram stories https://about.instagram.com/blog/tips-and-tricks/how-to-use-instagram-stories/
- Recent: 2026-06-30 news or press: J balvin ryan castro omerta episode https://about.instagram.com/blog/announcements/j-balvin-ryan-castro-omerta-episode/
- Recent: 2026-06-22 news or press: Instagram tv gets bigger https://about.instagram.com/blog/announcements/instagram-tv-gets-bigger/

## 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.