# Mobile apps for enterprise buyers: what AI models recommend, September 2026

Gane Index, September 2026 Edition. Asked as "mobile app marketing platform" and as "mobile app engagement and growth tool", six framings each, to twelve models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/gtm/marketing/mobile-apps/2026-09/enterprise

This is the permanent record of the September 2026 Edition, published September 15, 2026 and superseded since. The current standing: https://www.gane.ai/index/gtm/marketing/mobile-apps/enterprise/index.md

**Standing:** Braze leads with 39% of first choices; verdict contested. 46 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Braze](https://www.gane.ai/index/gtm/vendors/braze/index.md) | 39% | 13% | 47 |
| 2 | [AppsFlyer](https://www.gane.ai/index/gtm/vendors/appsflyer/index.md) | 11% | 13% | 31 |
| 4 | [Airship](https://www.gane.ai/index/gtm/vendors/airship/index.md) | 4% | 12% | 34 |
| 5 | [MoEngage](https://www.gane.ai/index/gtm/vendors/moengage/index.md) | 4% | 0% | 20 |
| 6 | [Salesforce Marketing Cloud](https://www.gane.ai/index/gtm/vendors/salesforce-marketing-cloud/index.md) | 4% | 24% | 17 |
| 9 | [Branch](https://www.gane.ai/index/gtm/vendors/branch/index.md) | 2% | 0% | 19 |
| 10 | [Iterable](https://www.gane.ai/index/gtm/vendors/iterable/index.md) | 2% | 15% | 20 |
| 11 | [Singular](https://www.gane.ai/index/gtm/vendors/singular/index.md) | 2% | 7% | 15 |
| 12 | [Kochava](https://www.gane.ai/index/gtm/vendors/kochava/index.md) | 2% | 17% | 12 |
| 19 | [CleverTap](https://www.gane.ai/index/gtm/vendors/clevertap/index.md) | 0% | 4% | 24 |
| 20 | [Adjust](https://www.gane.ai/index/gtm/vendors/adjust/index.md) | 0% | 9% | 23 |

Rank is by share of first choices among all 92 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: no first choice
- GPT-5.4 mini: Braze; alternatives Adjust, AppsFlyer, Branch
- Gemini 3.5 Flash: Branch, Braze, Customer.io; alternatives Adobe Marketo Engage, AppsFlyer
- Perplexity Sonar: Braze; alternatives Adobe Marketo Engage, Oracle Eloqua, Salesforce Marketing Cloud
- Grok 4.20: AppsFlyer; alternatives Adjust, Branch, Singular
- Mistral Small: AppsFlyer; alternatives Adjust, Airship, Branch, Braze
- DeepSeek V4 Flash: Braze; alternatives Customer.io, Iterable
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Braze; alternatives Adobe Real-Time CDP, Airship, Customer.io, Iterable
- Kimi K2: Braze; alternatives Airship, OneSignal, Salesforce Marketing Cloud
- GLM 4.7 FlashX: Airship, Braze; alternatives Iterable, MoEngage
- MiniMax M2.5: AppsFlyer, HubSpot Marketing Hub; alternatives Adjust, Adobe Marketo Engage, Branch

## Sources the answers cite

21 of 72 answers came back with a source list, from 4 of 12 models. Sites named in the most answers:

- businessofapps.com: 9 answers, 13 citations
- guideflow.com: 9 answers, 11 citations
- g2.com: 7 answers, 12 citations
- appsflyer.com: 6 answers, 7 citations
- improvado.io: 6 answers, 7 citations
- braze.com: 5 answers, 6 citations
- mobileappdaily.com: 5 answers, 5 citations
- webtonic.io: 5 answers, 5 citations

Pages named in the most answers:

- https://guideflow.com/blog/best-mobile-marketing-software (8 answers)
- https://gartner.com/reviews/market/mobile-marketing-platforms (4 answers)
- https://improvado.io/blog/top-enterprise-marketing-platforms (4 answers)
- https://learn.g2.com/best-mobile-marketing-software (4 answers)
- https://maestra.io/blog/comparisons/best-enterprise-marketing-platforms (4 answers)
- https://mobileappdaily.com/products/best-mobile-marketing-software (4 answers)
- https://solutionsreview.com/marketing-automation/the-best-mobile-marketing-platforms-and-solutions-to-consider (4 answers)
- https://webtonic.io/blog/top-mobile-app-marketing-companies (4 answers)
- https://braze.com/pricing (3 answers)
- https://f6s.com/software/category/mobile-app-marketing (3 answers)

## Warned against

- Braze: 6 of 47 labels negative. "Platforms to Avoid for Cost Predictability | Braze | MAU + data events pricing; high-growth apps see 30-50% cost spikes" (Kimi K2, budget prompt)
- Salesforce Marketing Cloud: 4 of 17 labels negative. "Platforms to Avoid or Be Highly Cautious With: Salesforce Marketing Cloud (SFMC)" (Grok 4.20, negative prompt)
- AppsFlyer: 4 of 31 labels negative. "AppsFlyer | Caution (contracts) | Billing/cancellation complaints; opaque enterprise pricing" (DeepSeek V4 Flash, negative prompt)
- Meta Advantage+ App Campaigns: 4 of 6 labels negative. "Meta (Facebook/Instagram) - Despite being a top-tier platform:
- $7 billion annually from "high-risk" scam advertisements" (Mistral Small, negative prompt)

## Record

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