Studies · Notes · Datasets

The research.

Every study states its sample, its dates and its method. Data files are released with the study, and corrections are issued as new versions.

01 Publications

Studies, notes and datasets.

10 publications, newest first

02 Index

The full list.

No.TitleTypeTopicsPublished
010People or platforms? When AI answer engines recommend an individual expert, and who they nameStudyAI recommendations, Experts and practitioners, India, Engine comparison5 October 2026
009Ask in Hinglish, get a different answer: how the language of a question changes AI recommendations and sources in IndiaStudyLanguage, India, Answer engines5 October 2026
008Asked from India, answered from America: how local AI answers are in India, the UK and the USStudyLocalisation, Sources, Markets5 October 2026
007Reddit, YouTube or Quora: which community platforms AI answer engines cite in India, by engine and topicStudyAI citation, Community platforms, India, Engine comparison5 October 2026
006AI’s Indian API suppliers, checked against the regulators: 400 answers, 352 companies, 1,483 certification claimsStudyPharmaceuticals, B2B sourcing, Verification, AI citation5 October 2026
005Who AI sends you to for cosmetic surgery: doctors named, checks advised and sources cited in 480 answers from IndiaStudyHealth, India, AI answers5 October 2026
004The price is wrong: AI answers and the current price of software in India (360 answers, 30 products)StudyPricing accuracy, India, B2B software5 October 2026
003The dollar problem: Indian or foreign, rupees or dollars, in AI software recommendations to Indian small businessesStudyBusiness software, India, Pricing5 October 2026
002How often AI answer engines get Indian exam facts right: 480 answers checked against 40 official factsStudyAnswer accuracy, Education, India5 October 2026
001The Coaching Index: which coaching providers AI answer engines name for 20 Indian exams, and which sources they citeStudyEducation, India, Recommendations5 October 2026

How we sample and count is set out in the Methods (version 1.0). To request a study’s data files, write to .

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