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AI Visibility Index — India · November 2026

Gupshup in AI answers for Indian buyers

In Nov 2026 we asked AI assistants 10 questions an Indian buyer asks. Gupshup was named in 10 of them: 10 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.

Where it is named

CategoryFrom memorySearching the webUsual place
SMS and OTP providers5 of 52 of 5#3
WhatsApp Business API tools5 of 52 of 5#3

Questions of that category in which an assistant named Gupshup: answering from memory (no web search), and after one web search. A category with 0 in both is where we expected it (our directory lists it there) and it was not named.

The 10 questions that name Gupshup

  • Best SMS and OTP provider in India for a startup app (DLT compliant)? (SMS and OTP providers)
    Claude Haiku, from memory: #2 · GPT-4o mini, from memory: #6
  • Which bulk SMS gateway should an Indian startup use for transactional messages? (SMS and OTP providers)
    Claude Haiku, from memory: #3 · Claude Haiku + web search, searching the web: #3
  • OTP API in India with high delivery rates — what do you recommend? (SMS and OTP providers)
    Claude Haiku, from memory: #3
  • Cheapest reliable SMS API in India for a fintech app? (SMS and OTP providers)
    Claude Haiku, from memory: #2
  • Twilio alternatives for SMS in India? (SMS and OTP providers)
    Claude Haiku, from memory: #3 · GPT-4o mini, from memory: #6 · Claude Haiku + web search, searching the web: #6
  • Best WhatsApp Business API provider for an Indian D2C brand? (WhatsApp Business API tools)
    Claude Haiku, from memory: #1 · GPT-4o mini, from memory: #2 · Claude Haiku + web search, searching the web: #4
  • Which WhatsApp marketing tool should a small Indian business use for broadcasts? (WhatsApp Business API tools)
    Claude Haiku, from memory: #4
  • Cheapest official WhatsApp API partner in India for a startup? (WhatsApp Business API tools)
    Claude Haiku, from memory: #1 · GPT-4o mini, from memory: #3
  • WhatsApp chatbot and shared inbox for an Indian sales team — which tools? (WhatsApp Business API tools)
    Claude Haiku, from memory: #5 · GPT-4o mini, from memory: #5
  • Wati alternatives in India? (WhatsApp Business API tools)
    Claude Haiku, from memory: #2 · GPT-4o mini, from memory: #4 · Claude Haiku + web search, searching the web: #4

#N is its place among the products that answer names, in the order it first mentions them.

Who is named instead

In the 10 answers of these categories that did not name Gupshup: the first three names of each answer, and in how many answers.

Check your company free

Three buyer questions about what you sell, asked to an AI assistant now; the answer in about 15 seconds. It opens with Gupshup and SMS and OTP providers filled in; change them to check any company. No sign-up.

Check your company free

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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. Answers change from day to day; this is one dated run. The full method and all 30 categories.