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AI Visibility Index — India · November 2026

Customer engagement and push: who AI assistants name for Indian startups (Nov 2026)

We asked 3 AI assistants 5 questions an Indian founder asks about customer engagement and push. Named in the most questions: CleverTap (5 of 5 from memory, 5 searching the web), MoEngage (5 of 5 from memory, 5 searching the web), WebEngage (5 of 5 from memory, 4 searching the web).

Asked on 9 November 2026 through the APIs · from memory: Claude Haiku (Anthropic) and GPT-4o mini (OpenAI), with no web search · searching the web: Claude Haiku + web search (Anthropic), one search per answer, asked 10 November 2026 · Answers change from day to day and month to month; this is one run.

Who is named

ToolFrom memorySearching the webClaude Haiku (of 5)GPT-4o mini (of 5)Claude Haiku + web search (of 5)Usual place
CleverTap5 of 55 of 5535#1
MoEngage5 of 55 of 5535#2
WebEngage5 of 54 of 5524#3
Braze3 of 53 of 5313#4
OneSignal2 of 52 of 5212#2
Iterable2 of 51 of 5201#5
Netcore Cloud1 of 51 of 5101#4
Customer.io0 of 51 of 5001#6 (web)

“From memory”: in how many of the 5 questions Claude Haiku or GPT-4o mini named the tool, answering with no web search. “Searching the web”: in how many Claude Haiku + web search named it after one web search. The assistant columns count answers. “Usual place”: the middle place among the from-memory answers that named it (the web place when only the web named it), counting the products in the order each answer first mentions them.

Also named, not in our directory

Names that came up in at least 2 of the 15 answers. Our directory does not list them yet, so they are not in the table.

Questions buyers ask

Which customer engagement and push do AI assistants name most for Indian startups?

In our Nov 2026 run, CleverTap (5 of 5 from memory, 5 searching the web), MoEngage (5 of 5 from memory, 5 searching the web), WebEngage (5 of 5 from memory, 4 searching the web) were named in the most buyer questions. This counts how often an assistant names a tool; it does not say which tool is better.

Which customer engagement and push did AI assistants not name?

Every tool in our directory for customer engagement and push was named at least once in the 5 questions asked on 9 November 2026.

How were these AI answers collected, and will they change?

On 9 November 2026 we sent each of the 5 questions once to Claude Haiku and GPT-4o mini and Claude Haiku + web search through their APIs, with no company named in the question (from memory: Claude Haiku (Anthropic) and GPT-4o mini (OpenAI), with no web search · searching the web: Claude Haiku + web search (Anthropic), one search per answer, asked 10 November 2026): 15 answers. The same question can get different names on another day, so read this as one dated snapshot.

How we tested, 9 November 2026: each of the 5 questions went once to Claude Haiku and GPT-4o mini and Claude Haiku + web search through their APIs, with no company named in the question — from memory: Claude Haiku (Anthropic) and GPT-4o mini (OpenAI), with no web search · searching the web: Claude Haiku + web search (Anthropic), one search per answer, asked 10 November 2026. One run, not a ranking.

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The 5 questions, and the names in each answer

Names in the order each answer first mentions them. Open a question to see every assistant, from memory and searching the web.

1. Best customer engagement platform for an Indian consumer app (push, in-app, email)?
Claude Haiku · from memory
MoEngage → CleverTap → WebEngage → Braze → Iterable
GPT-4o mini · from memory
MoEngage → CleverTap → Firebase Cloud Messaging → SendinBlue → HubSpot
Claude Haiku + web search · searching the web
MoEngage → CleverTap → WebEngage → Netcore → Braze → OneSignal
2. Which push notification tool should an Indian startup use?
Claude Haiku · from memory
Firebase Cloud Messaging → OneSignal → MoEngage → CleverTap → WebEngage
GPT-4o mini · from memory
OneSignal → Firebase Cloud Messaging → PushEngage → WebEngage → Airship
Claude Haiku + web search · searching the web
Firebase Cloud Messaging → OneSignal → CleverTap → WebEngage → MoEngage
3. CleverTap vs other engagement platforms — what should a 20-person Indian startup pick?
Claude Haiku · from memory
CleverTap → MoEngage → WebEngage → Netcore Cloud → Braze → Iterable → Brevo → Mailchimp
GPT-4o mini · from memory
CleverTap → MoEngage → HubSpot → AppBoy → Braze → Firebase → Sendinblue
Claude Haiku + web search · searching the web
CleverTap → MoEngage → WebEngage → Braze
4. Retention and lifecycle marketing tools used by Indian fintech and D2C apps?
Claude Haiku · from memory
CleverTap → MoEngage → WebEngage → Braze → Mixpanel → Amplitude → Firebase → Gupshup → Karix → OneSignal
GPT-4o mini · from memory
CleverTap → MoEngage → WebEngage → PushEngage → Freshchat → Zoko → Segment → Intercom
Claude Haiku + web search · searching the web
MoEngage → WebEngage → CleverTap → Braze and Iterable → Iterable → Customer.io → Firebase Cloud Messaging → Retner
5. Affordable marketing automation for an Indian mobile app startup?
Claude Haiku · from memory
MoEngage → WebEngage → CleverTap → Brevo → Firebase → Firebase + FCM
GPT-4o mini · from memory
Zoho MarketingHub → HubSpot → Sendinblue → Mailchimp → Freshmarketer → GetResponse
Claude Haiku + web search · searching the web
Pushwoosh → Kumulos → Brevo → CleverTap → MoEngage → Omnisend

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Named by AI assistants — AI Visibility Index India, Nov 2026

How this was made

Each question was sent once to each assistant, with no company named in the question. From memory: Claude Haiku and GPT-4o mini, through their APIs with no web search and no tools — each answers from what it learned in training. Searching the web: Claude Haiku + web search, through the API with one web search allowed per answer (results from India) — it reads pages found that day, as the ChatGPT, Claude and Perplexity apps can. We read the names each answer lists, in order (MONEY-7 reader), and count a tool from our directory as named when the answer names it. The two columns can differ: an assistant that searches reads pages written this month, so a newer or smaller company can be named there and not from memory. The full method and the other 29 categories.