Mobile apps · November 2026 Edition
Meta Advantage+ App Campaigns vs MoEngage
Zero of fourteen models named Meta Advantage+ App Campaigns first on the direct prompt; one named MoEngage. Meta Advantage+ App Campaigns was named by thirteen of the fourteen models and MoEngage by nine and Meta Advantage+ App Campaigns carries 24 labels and MoEngage 16, 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 eight categories this edition.
First-choice share10%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate12%12%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#8A position in a field of 19; printed, not drawn.
Labels2416A 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 ten of the fourteen direct answers. Customer.io vs Meta Advantage+ App Campaigns · Customer.io vs MoEngage · Braze vs Meta Advantage+ App Campaigns
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen 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 fourteen models made each the first choice, per way of asking, and how many argued against it.
Meta Advantage+ App CampaignsFirst choices, of fourteen modelsMoEngage
Direct01
Paraphrase011 against Meta Advantage+ App Campaigns · 2 against MoEngage
Comparative00
Budget-constrained50
Scale-constrained00
Negative102 against Meta Advantage+ App Campaigns
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four 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 4.20 | | | | | ||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | | |||
| Llama 4 Maverick | | | | |||
| Qwen 3.7 Flash | | | | |||
| Kimi K2 | | | ||||
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | | | ||||
| GPT-6 Luna | | |||||
| Muse Glimmer 30B | | | |
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 14 modelsMeta Advantage+ App Campaigns was named in the answer but not as the choice, or not at all.Muse Glimmer 30BAdjust, CleverTap, MoEngage alternatives: Branch, Braze, Insider, OneSignal, Vero, WebEngage
Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Grok 4.20CleverTap alternatives: AppsFlyer, Braze, Customer.io, Google Display & Video 360, Liftoff, MoEngage, Moloco, Singular
DeepSeek V4 FlashCleverTap alternatives: Adjust, Branch, Braze, Insider, MoEngage
Llama 4 MaverickCustomer.io alternatives: ActiveCampaign, HubSpot Marketing Hub, Meta Advantage+ App Campaigns
MiniMax M2.5Braze alternatives: Insider, MoEngage
Neither was named
9 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Insider alternatives: Braze, CleverTap
GPT-5.4 miniBraze alternatives: Airship, CleverTap, Customer.io
Gemini 3.5 FlashCustomer.io alternatives: AppsFlyer, Branch, Pendo Mobile
Perplexity SonarCustomer.io alternatives: HubSpot Marketing Hub
Mistral SmallCustomer.io alternatives: Braze, CleverTap
Qwen 3.7 FlashOneSignal alternatives: AppsFlyer, Braze
Kimi K2Customer.io alternatives: CleverTap
GLM 4.7 FlashXAppsFlyer, Braze alternatives: CleverTap, Customer.io, MobileAction
GPT-6 LunaCustomer.io alternatives: Braze, OneSignal
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 seven points.
Meta Advantage+ App Campaigns7%#4 of 16MoEngage0%#16 of 16Mid-marketThe figures above
Meta Advantage+ App Campaigns leads by six points.
Meta Advantage+ App Campaigns10%#4 of 19MoEngage4%#8 of 19Enterprise
The order flips: MoEngage leads at enterprise.
MoEngage2%#9 of 13Meta Advantage+ App Campaigns0%#– of 13What 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. Six of seven in this category shown.
“Established ad platforms—including Google, Meta, TikTok, and others—when reporting is opaque or results look too good.” GPT-6 Luna · negative prompt · soft negative
“Same bot patterns (fake devices, mass installs from single IPs, immediate uninstalls)” Kimi K2 · negative prompt · soft negative
“replaces Meta Advantage+ App Campaigns (15% then, 4% now)” Muse Glimmer 30B · paraphrase prompt · soft negative
“Meta Advantage+ App Campaigns and Google App Campaigns are the best mobile advertising apps for constrained budgets.” Claude Haiku 4.5 · budget prompt · first choice
“starting with Apple Search Ads (exact match only) and Meta App Campaigns set to value optimization is recommended” Llama 4 Maverick · budget prompt · first choice
“I recommend starting with Apple Search Ads (exact match only) and Meta App Campaigns set to value optimization.” Muse Glimmer 30B · budget 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. Four of four in this category shown.
“These are overkill and overpriced for most mid-sized B2B companies.” Kimi K2 · paraphrase prompt · hard negative
“Strong but consumer/mobile-first orientation” DeepSeek V4 Flash · paraphrase prompt · soft negative
“CleverTap / MoEngage / WebEngage for mobile-first mid-market pricing” Muse Glimmer 30B · direct prompt · first choice
“Braze or MoEngage are top choices.” Mistral Small · paraphrase prompt · first choice
Also compared
Customer.io vs Meta Advantage+ App CampaignsCustomer.io vs MoEngageBraze vs Meta Advantage+ App CampaignsBraze vs MoEngageApple Search Ads vs Meta Advantage+ App CampaignsApple Search Ads vs MoEngageMeta Advantage+ App Campaigns vs CleverTapMeta Advantage+ App Campaigns vs AppsFlyerMeta Advantage+ App Campaigns vs OneSignalCleverTap vs MoEngageAppsFlyer vs MoEngageOneSignal 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.