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

Gane Index, October 2026 Edition. Asked as "mobile app marketing platform" and as "mobile app engagement and growth tool", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/gtm/marketing/mobile-apps/2026-10/enterprise

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/gtm/marketing/mobile-apps/enterprise/index.md

**Standing:** Braze leads with 50% of first choices; verdict clear leader. 52 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) | 50% | 18% | 60 |
| 2 | [AppsFlyer](https://www.gane.ai/index/gtm/vendors/appsflyer/index.md) | 12% | 25% | 32 |
| 3 | [Airship](https://www.gane.ai/index/gtm/vendors/airship/index.md) | 4% | 12% | 32 |
| 4 | [Iterable](https://www.gane.ai/index/gtm/vendors/iterable/index.md) | 4% | 0% | 19 |
| 5 | [Branch](https://www.gane.ai/index/gtm/vendors/branch/index.md) | 4% | 0% | 15 |
| 6 | [MoEngage](https://www.gane.ai/index/gtm/vendors/moengage/index.md) | 4% | 10% | 21 |
| 7 | [OneSignal](https://www.gane.ai/index/gtm/vendors/onesignal/index.md) | 4% | 20% | 10 |
| 8 | [Salesforce Marketing Cloud](https://www.gane.ai/index/gtm/vendors/salesforce-marketing-cloud/index.md) | 4% | 29% | 17 |
| 10 | [Adjust](https://www.gane.ai/index/gtm/vendors/adjust/index.md) | 2% | 11% | 19 |
| 16 | [CleverTap](https://www.gane.ai/index/gtm/vendors/clevertap/index.md) | 0% | 5% | 22 |
| 17 | [Singular](https://www.gane.ai/index/gtm/vendors/singular/index.md) | 0% | 8% | 13 |
| 18 | [Kochava](https://www.gane.ai/index/gtm/vendors/kochava/index.md) | 0% | 21% | 14 |

Rank is by share of first choices among all 74 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: Braze; alternatives Adobe Marketo Engage, Insider, Salesforce Marketing Cloud
- GPT-5.4 mini: Braze; alternatives Airship, Customer.io
- Gemini 3.5 Flash: Braze, Intercom; alternatives AppsFlyer, Branch, Dreamdata, RudderStack
- Perplexity Sonar: Salesforce Marketing Cloud; alternatives Airship, AppsFlyer, Braze
- Grok 4.20: AppsFlyer; alternatives Adjust, Airbridge, Branch, Singular
- Mistral Small: Braze, MoEngage; alternatives Customer.io, Insider
- DeepSeek V4 Flash: Braze; alternatives Airship, Iterable, MoEngage, Salesforce Marketing Cloud
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Braze; alternatives Customer.io, Iterable
- Kimi K2: Braze; alternatives Airship, Iterable, MoEngage
- GLM 4.7 FlashX: Braze; alternatives Adjust, Airship, AppTweak, AppsFlyer
- MiniMax M2.5: Braze, Salesforce Marketing Cloud; alternatives Adobe Campaign, Iterable
- GPT-6 Luna: AppsFlyer; alternatives Branch, Braze
- Muse Glimmer 30B: Braze, Iterable; alternatives Adobe Journey Optimizer, Adobe Marketo Engage, CleverTap

## Sources the answers cite

79 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- guideflow.com: 47 answers, 67 citations
- g2.com: 39 answers, 88 citations
- us.fitgap.com: 27 answers, 35 citations
- gane.ai/index: 26 answers, 27 citations
- mobileappdaily.com: 21 answers, 21 citations
- f6s.com: 20 answers, 28 citations
- braze.com: 19 answers, 32 citations
- moengage.com: 19 answers, 26 citations

Pages named in the most answers:

- https://g2.com/categories/mobile-marketing (29 answers)
- https://guideflow.com/blog/mobile-engagement-software (26 answers)
- https://gane.ai/index/gtm/marketing/mobile-apps/2026-09/enterprise (25 answers)
- https://guideflow.com/blog/best-mobile-marketing-software (25 answers)
- https://mobileappdaily.com/products/best-mobile-marketing-software (20 answers)
- https://us.fitgap.com/search/mobile-marketing-software/enterprise (16 answers)
- https://g2.com/categories/mobile-marketing?hss_channel=lcp-2560882&locale=fr&order=g2_score&page=10 (14 answers)
- https://improvado.io/blog/top-enterprise-marketing-platforms (14 answers)
- https://learn.g2.com/best-mobile-marketing-software (13 answers)
- https://smartyads.com/blog/best-dsps-for-mobile-app-advertising (13 answers)

## Warned against

- Braze: 11 of 60 labels negative. "Avoid Quote-Based Platforms: Braze and similar platforms use custom enterprise pricing, which makes budgeting difficult" (GLM 4.7 FlashX, budget prompt)
- AppsFlyer: 8 of 32 labels negative. "AppsFlyer\u2019s traditional pricing model is heavily volume-based (charging per attribution/install), which can scale up rapidly and unpredictably" (Gemini 3.5 Flash, budget prompt)
- Salesforce Marketing Cloud: 5 of 17 labels negative. "Be Highly Cautious ... Only suitable if deeply committed to Salesforce ecosystem with dedicated ops support" (Kimi K2, negative prompt)
- Airship: 4 of 32 labels negative. "While Braze and Airship are industry leaders, they generally operate on Usage-Based pricing." (Qwen 3.7 Flash, budget prompt)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Braze at 51%.

- Braze: 39% to 51%, +12. Cleared the floor by 1 point · rank 1 of 67, unchanged.
- Adjust: 0% to 2%, +2. Inside the floor by 9 points · rank 20 → 8 of 67.
- Singular: 2% to 0%, −2. Inside the floor by 9 points · rank 11 → 17 of 67.
- Kochava: 2% to 0%, −2. Inside the floor by 9 points · rank 12 → 18 of 67.
- AppsFlyer: 11% to 11%, ±0. Inside the floor by 11 points · rank 2 of 67, unchanged.
- Airship: 4% to 4%, ±0. Inside the floor by 11 points · rank 4 → 3 of 67.
- MoEngage: 4% to 4%, ±0. Inside the floor by 11 points · rank 5 → 4 of 67.
- Salesforce Marketing Cloud: 4% to 4%, ±0. Inside the floor by 11 points · rank 6 → 5 of 67.
- Iterable: 2% to 2%, ±0. Inside the floor by 11 points · rank 10 → 7 of 67.
- Branch: 2% to 2%, ±0. Inside the floor by 11 points · rank 9 of 67, unchanged.
- CleverTap: 0% to 0%, ±0. Inside the floor by 11 points · rank 19 → 16 of 67.

## Record

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