Mobile apps · September 2026 Edition
Meta Advantage+ App Campaigns vs MoEngage
Zero of twelve models named Meta Advantage+ App Campaigns first on the direct prompt; one named MoEngage. Meta Advantage+ App Campaigns was named by eleven of the twelve models and MoEngage by eight and Meta Advantage+ App Campaigns carries 20 labels and MoEngage 17, so the shares are not directly comparable.
By Meta Platforms, Menlo Park, United States, founded 2004. Named in one category this edition.
founded 2014. Named in six categories this edition.
First-choice share15%7%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate10%12%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#8A position in a field of 16; printed, not drawn.
Labels2017A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Meta Advantage+ App Campaigns reading right to left. Rank and label count are printed, not drawn.Braze was named alongside these two in seven of the twelve direct answers. Meta Advantage+ App Campaigns vs Customer.io · Meta Advantage+ App Campaigns vs CleverTap · Meta Advantage+ App Campaigns vs OneSignal
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the mobile apps page.
By framing
How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
Meta Advantage+ App CampaignsFirst choices, of twelve modelsMoEngage
Direct01
Paraphrase012 against MoEngage
Comparative00
Budget-constrained70
Scale-constrained01
Negative202 against Meta Advantage+ App Campaigns
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
Every model, every framing
The seventy-two answers behind the chart above, one cell each: where Meta Advantage+ App Campaigns and MoEngage stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | |||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | | | | | ||
| Perplexity Sonar | | | | | | |
| Grok 4.1 Fast | | | | |||
| Mistral Small | | | | |||
| DeepSeek V4 Flash | | | | |||
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | |||||
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | | |
Meta Advantage+ App Campaigns MoEngage first choice named as an alternative argued againstblank: not namedEach cell is one answer, Meta Advantage+ App Campaigns on the left and MoEngage on the right.The direct prompt
The plain question, one answer per model, grouped by where Meta Advantage+ App Campaigns and MoEngage stood in it.
MoEngage first, Meta Advantage+ App Campaigns not the choice
1 of 12 modelsMeta Advantage+ App Campaigns was named in the answer but not as the choice, or not at all.Perplexity SonarHubSpot Marketing Hub, MoEngage alternatives: Braze, Customer.io
Neither was the first choice, one was named
3 of 12 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5no first choice alternatives: Acoustic, Braze, Customer.io, MoEngage
Gemini 3.5 FlashCustomer.io alternatives: Appcues, AppsFlyer, Branch, MoEngage, Pendo
DeepSeek V4 FlashOneSignal alternatives: Customer.io, MoEngage
Neither was named
8 of 12 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniBraze alternatives: CleverTap, Iterable, OneSignal
Grok 4.1 FastAppsFlyer alternatives: Adjust, Branch, Singular
Mistral SmallBraze, CleverTap alternatives: Adobe Marketo Engage, AppsFlyer, Firebase, Insider, OneSignal
Llama 4 Maverickno first choice
Qwen 3.7 FlashCustomer.io alternatives: Braze, HubSpot
Kimi K2HubSpot Marketing Hub alternatives: 6sense Revenue AI, Airship, Braze, OneSignal
GLM 4.7 FlashXAppsFlyer alternatives: Adjust, Branch, Braze
MiniMax M2.5OneSignal alternatives: Acoustic, Google Ads
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Meta Advantage+ App Campaigns leads by two points.
Meta Advantage+ App Campaigns2%#8 of 12MoEngage0%#– of 12Mid-marketThe figures above
Meta Advantage+ App Campaigns leads by nine points.
Meta Advantage+ App Campaigns15%#1 of 16MoEngage7%#8 of 16Enterprise
The order flips: MoEngage leads at enterprise.
MoEngage4%#4 of 11Meta Advantage+ App Campaigns0%#– of 11What the models said about Meta Advantage+ App Campaigns
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Social platforms (Meta, TikTok, Snapchat) self-report engagement metrics creating conflicts of interest, with click farms and bot-driven engagement inflating reach figures” Claude Haiku 4.5 · negative prompt · soft negative
“Strict walled gardens like Google Ads, Meta, TikTok, and similar platforms can deliver scale, but they also enforce tight compliance rules” Perplexity Sonar · negative prompt · soft negative
“The best mobile app marketing platform for a company with a limited budget is Meta Advantage+ App Campaigns and Google App Campaigns.” Llama 4 Maverick · budget prompt · first choice
“Meta often has lower CPI ($1.80-2.30 US non-gaming) vs. Google ($2.90-3.40), and both suit constrained budgets better” Grok 4.1 Fast · budget prompt · first choice
“Tier 1 - Proven Safe: - Meta Advantage+ App Campaigns (with strict placement controls)” Mistral Small · negative prompt · first choice
What the models said about MoEngage
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“CleverTap and MoEngage are heavily tailored to B2C e-commerce” Gemini 3.5 Flash · paraphrase prompt · hard negative
“I would recommend MoEngage *if your main need is mobile engagement and growth across push, in-app, and lifecycle messaging*” Perplexity Sonar · paraphrase prompt · first choice
“Want omnichannel journeys, built-in analytics, mid-market pricing | MoEngage, CleverTap, WebEngage” Kimi K2 · scale prompt · first choice
Also compared
Meta Advantage+ App Campaigns vs Customer.ioMeta Advantage+ App Campaigns vs CleverTapMeta Advantage+ App Campaigns vs OneSignalMeta Advantage+ App Campaigns vs Google App CampaignsMeta Advantage+ App Campaigns vs BrazeMeta Advantage+ App Campaigns vs AppsFlyerCustomer.io vs MoEngageCleverTap vs MoEngageOneSignal vs MoEngageGoogle App Campaigns vs MoEngageBraze vs MoEngageAppsFlyer vs MoEngageAll twenty-eight head-to-head pages and the full mobile apps standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.