Darwinbox in AI answers for Indian buyers

Where it is named

Questions of that category in which an assistant named Darwinbox: 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 2 questions that name Darwinbox

• Payroll software in India that handles compliance automatically — what do you recommend? (Payroll and HR software)
  Claude Haiku, from memory: #5
• greytHR vs other payroll tools: what should an Indian startup pick? (Payroll and HR software)
  Claude Haiku, from memory: #4

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

Who is named instead

In the 13 answers of this category that did not name Darwinbox: the first three names of each answer, and in how many answers.

• greytHR · 10
• Zoho Payroll · 7
• Keka · 4
• Keka HR · 3
• RazorpayX Payroll · 3
• Deel · 2
• Gusto · 2
• Multiplier · 1

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.