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Original research · 1 November 2026

AI Visibility in Indian Education 2026

We asked ChatGPT, Gemini and Perplexity 42 questions Indian students and parents ask, and recorded every institution named in all 126 answers.

75%of institutions named for a question were named by only one of the three assistants
85%of sourced answers cited an education portal; 52% cited any institution’s own site
8%of school mentions went to the five most-named schools: the most open segment
Download the full report (PDF)See your institution’s results
Key findings

Five things every institution should know

  1. 01The assistants rarely agree

    For the same question, ChatGPT, Gemini and Perplexity named about 36 institutions between them. Three in four were named by only one assistant; about one in ten by all three.

  2. 02Portals write the shortlist

    Careers360, Shiksha, CollegeDunia and school portals were cited far more than institutions’ own sites. Perplexity leaned on portals; ChatGPT cited Wikipedia more than any other site.

  3. 03Rankings and placements drive university answers

    When AI explained why it named a university, rankings and placements came up most. For online programs it was flexibility; for schools, academics and faculty.

  4. 04Being named first is concentrated

    ISB was named first in 29% of business school answers, Allen in 28% of test prep answers and Delhi Public School in 21% of school answers.

  5. 05AI is almost always positive

    Only about 2% of mentions carried a caveat such as cost or selectivity. Being left out, not being criticised, is the real risk.

Finding 1

Three assistants, three different shortlists

Share of institutions named for a question, by how many of the three assistants named them.

Named by one assistant75%
Named by two15%
Named by all three11%
gpt-4.1ChatGPT19 institutions named per answer7 sources cited per answerMost cited: WikipediaMost named universities: Symbiosis, Christ University
Gemini 2.5 FlashGemini17 institutions named per answern/a sources cited per answerMost cited: Not shown (redirect links)Most named universities: O.P. Jindal Global University, Bennett University
SonarPerplexity15 institutions named per answer10 sources cited per answerMost cited: Careers360Most named universities: VIT Vellore, SRM IST, BITS Pilani
Finding 2

Portals shape the answers

85% of answers with sources cited at least one education portal; 52% cited any institution’s own site. Share of all 712 citations by type, and the most cited domains.

Citations by type
Education portals and rankings sites36%
Institutions’ and providers’ own sites20%
News and magazines6%
Wikipedia4%
Directories and school portals3%
Other sites29%
Most cited domains (number of citations)
careers360.com (all sections)72
shiksha.com33
wikipedia.org31
collegedunia.com29
edustoke.com24
educationworld.in19
yellowslate.com16
justdial.com13
Finding 3

Who gets named, segment by segment

Share of answers in each segment that named the institution, across all three assistants.

12 questions · 36 answersUniversities
Symbiosis (incl. its institutes)56%
BITS Pilani39%
SRM IST39%
Christ University39%
VIT Vellore33%
O.P. Jindal Global University33%
Ashoka University28%
Named first most often: BITS Pilani, named first in 5 of 36 answersWhy AI names them: placements and careers, rankings and accreditation, academics and faculty
8 questions · 24 answersBusiness schools
IIM Bangalore50%
XLRI Jamshedpur50%
SPJIMR50%
ISB46%
MDI Gurgaon46%
IIM Ahmedabad42%
IIM Calcutta42%
IIM Lucknow38%
Named first most often: ISB, named first in 7 of 24 answersWhy AI names them: rankings and accreditation, placements and careers, global exposure
5 questions · 15 answersOnline and working-professional programs
Jain Online47%
NMIMS online programs40%
Chandigarh University Online33%
IIT Delhi (exec and certificate)33%
IGNOU27%
IIT Madras27%
Named first most often: IIM Ahmedabad and IIT Delhi, 3 answers eachWhy AI names them: flexibility and online delivery, academics and faculty, fees and value
6 questions · 18 answersEdtech and test prep
Physics Wallah39%
Allen Career Institute33%
Resonance33%
Aakash Institute33%
Unacademy28%
upGrad28%
Coursera28%
Scaler28%
Named first most often: Allen Career Institute, named first in 5 of 18 answersWhy AI names them: flexibility and online delivery, academics and faculty, placements and careers
11 questions · 33 answersSchools
Delhi Public School (across branches)55%
Indus International School24%
Shiv Nadar School18%
VIBGYOR18%
Lotus Valley International School15%
The Shri Ram School15%
Named first most often: Delhi Public School, named first in 7 of 33 answersWhy AI names them: academics and faculty, global exposure, campus and facilities

Is your institution in these lists? We will run your students’ questions and show you who AI names instead.

Get your free AI visibility reportDownload the PDF
Schools, city by city

Where all three assistants agree, and where they don’t

For each school question: how many schools the three assistants named between them, and the schools all three named. For three questions, no school was named by all three.

QuestionSchools namedNamed by all three assistants
Best CBSE schools in Gurgaon44DAV Public School, Delhi Public School, Lotus Valley International School, Manav Rachna International School, Shiv Nadar School
Best schools in Delhi36Delhi Public School, Modern School, Springdales School, St. Columba's School, The Shri Ram School, Vasant Valley School
Best CBSE schools in Noida32None
Best international schools in Bangalore33None
Best IB schools in Mumbai34None
Best schools in Hyderabad30Delhi Public School, Meridian School
Best schools in Pune49Delhi Public School, Elpro International School, Indus International School, Mahindra International School, Symbiosis International School, The Bishop's School, The Kalyani School, VIBGYOR
Best boarding schools in India38Mayo College, The Doon School
Best preschools in Gurgaon35Dibber International Preschool, FirstCry Intellitots Preschool, iDiscoveri Preschool
Best school chains in India36Delhi Public School, Podar, Ryan International, VIBGYOR
Best schools in Chennai35Chettinad Vidyashram, National Public School, The School KFI, Vidya Mandir Senior Secondary School
What AI praises

The reasons AI gives, by segment

Share of mentions where AI’s explanation touched each theme. Darker means more often.

SegmentPlacementsRankingsAcademicsFlexibilityGlobalCampusFees and valueIndustry links
Universities15%14%10%1%3%4%5%6%
Business schools11%19%3%3%7%1%7%4%
Online programs5%2%6%25%1%5%6%2%
Edtech and test prep8%5%9%17%6%0%4%3%
Schools1%8%17%0%13%12%3%1%
Finding 4

School answers are wide open

Share of all mentions taken by the five most named institutions in each segment. Lower means a more open shortlist.

Business schools20%
Universities15%
Online and working-professional programs13%
Edtech and test prep11%
Schools8%
What to do

Six moves for the next intake

Measure it monthly

Run 20 to 30 of your students’ questions in all three assistants. Track AI share of voice: questions where you are named ÷ questions asked.

Fix portal profiles first

Careers360, Shiksha, CollegeDunia and school portals feed most answers. Same program names, fees and intakes as your site.

Make your pages quotable

Answer-first program and campus pages with fees, eligibility, dates and outcomes in text, plus Course and FAQ schema.

Check Wikipedia

ChatGPT cited it more than any other site. Keep your page accurate and sourced, within Wikipedia’s rules.

Give AI the reasons

AI explains picks with rankings, placements, flexibility and faculty. State yours with year and source.

Schools: own the map

A Google Business Profile per campus, monthly reviews and campus pages with board, grades, fees range and transport.

Want to know what AI says about your institution? Get your free AI visibility report.

Full report · PDF

Get the full report

Every chart, the segment tables, what AI praises for each leading institution, each assistant’s habits and the full method, in one PDF to share with your leadership team.

Method

How we ran it

  • 42 questions in five segments: universities (12), business schools (8), online and working-professional programs (5), edtech and test prep (6), schools (11), written the way students and parents ask.
  • ChatGPT (gpt-4.1), Gemini (2.5 Flash) and Perplexity (Sonar), web search on, set to India, through DataForSEO’s LLM Responses API: 126 answers on 1 November 2026.
  • Every institution named in an answer was recorded and normalized (for example VIT, VIT Vellore and Vellore Institute of Technology count as one). Group brands with many campuses count once per answer.
  • Sources: 712 links cited by ChatGPT and Perplexity across 84 answers. Gemini’s links are redirects and are excluded from the source analysis.
  • Themes come from the text AI wrote beside each name, matched to keyword groups. AI answers change between runs; treat this as a snapshot, not a ranking.

Published by the dau Partners Editorial Team. Cite as: dau Partners, “AI Visibility in Indian Education 2026”, 1 November 2026.