Test Prep Edtech · India · The CITE Index

AI search visibility for test prep edtech brands in India

Name: Test Prep Edtech · The CITE Index · India
Creator: Cite Solutions
License: https://creativecommons.org/licenses/by/4.0/

The brands ChatGPT, Gemini, and Google AI Mode recommend when an Indian buyer asks an unaided question. Updated nightly. Every claim links back to the verbatim engine answer that produced it.

Brands tracked

09

Editions to date

45

Engines

03

Open today's edition4 Jul 2026 →Unacademy appeared 5.4% more often in test prep edtech answers today than yesterday.

The Daily Fixing

3 engines · live

ChatGPT#1 today

PhysicsWallah

68.0%

▲+2.0% vs prev

Gemini#1 today

PhysicsWallah

68.0%

▼-6.0% vs prev

AI Mode#1 today

PhysicsWallah

58.0%

▲+14.0% vs prev

Timeline · 45 editions

Click any day to open that edition

Previously on The CITE Index

3 prior chapters

Editor's note

4 July 2026 · 21:00 IST

Cite Solutions Research

Unacademy appeared 5.4% more often in test prep edtech answers today than yesterday.

The move

PhysicsWallah held the lead, named in 64.7% of test prep edtech answers (rank 1). The biggest day-over-day move was Unacademy, which appeared 5.4% more often than yesterday.

Each engine still picks its own favourite — ChatGPT recommended PhysicsWallah most, Gemini led with PhysicsWallah, and Google AI Mode pointed to PhysicsWallah.

What it means

Awaiting editorial review. The reading above is auto-generated from today's data; a Cite Solutions Research analyst will replace this paragraph with a structural read of the day.

What moved this — the receipts

5 cited

PhysicsWallah
Growing citationChatGPT
21 → 25 cites (+4) on CHATGPT
piit jee / batchespw.live/iit-jee/batches
Vedantu
Growing citationGemini
6 → 10 cites (+4) on GEMINI
narticle / top 5 jee coaching institutes in india for online learning 2026notesly.in/article/top-5-jee-coaching-institutes-in-india-for-online-learning-2026
PhysicsWallah
Growing citationChatGPT
5 → 8 cites (+3) on CHATGPT
ssathee.iitk.ac.insathee.iitk.ac.in
PhysicsWallah
Growing citationGemini
4 → 7 cites (+3) on GEMINI
ccoaching / jee advanced institutescollegedunia.com/coaching/jee-advanced-institutes
BYJU'S
Growing citationChatGPT
1 → 6 cites (+5) on CHATGPT
ejee examedurev.in/jee-exam

Trajectory · top 5

45 days

Share of voice (%)

Brand position map

Rank × mentions · per engine

9 brands

Top-left = high mentions, top rank. Bottom-right = high mentions but lower rank — coverage exists but the model isn't placing the brand first.

Engine divergence

All three agree on #1

All three engines name the same #1 brand today (PhysicsWallah). When this happens, the brand is structurally winning across retrieval surfaces.

Today's metrics

Today's leader

PhysicsWallah

64.7% share of voice across all engines

Biggest mover

Unacademy

+5.4% on the day

ChatGPT leader

PhysicsWallah

68% on ChatGPT only

Engine gaps

2

brands invisible on 1+ engines

Per-engine verdict

ChatGPT

Today's winner

PhysicsWallah

68% share of voice on this engine

Top 3 here

Gemini

Today's winner

PhysicsWallah

68% share of voice on this engine

Top 3 here

AI Mode

Today's winner

PhysicsWallah

58% share of voice on this engine

Top 3 here

Full lineup

9 brands · 3 engines

#BrandSoV1-day Δ3-day

Mentions

01

PhysicsWallah64.7%▲3.4%

68%#1

58%#1

97

02

Unacademy56.7%▲5.4%

58%#2

62%#2

50%#2

85

03

Vedantu20.7%▼0.6%

16%#4

24%#3

22%#3

31

04

Adda24720.0%▼0.7%

20%#3

24%#4

16%#5

30

05

BYJU'S15.3%▼2.7%

16%#5

12%#5

18%#4

23

06

Doubtnut6.0%▼0.7%

4%#6

10%#6

4%#6

9

07

Khan Academy5.3%flat

2%#7

10%#7

4%#7

8

08

Toppr1.3%▼2.0%

0%#8

2%#8

2

09

Gradeup0.0%▼0.7%

0%#9

0

Head-to-head

Who AI recommends more

PhysicsWallahvsUnacademy

PhysicsWallahvsVedantu

PhysicsWallahvsAdda247

PhysicsWallahvsBYJU'S

Source pool

Hover for engine split

0 domains

DomainCitesEngine splitLead

Sentiment composition

PositiveNeutralCautiousNegative

PhysicsWallah52/45/1/2

Unacademy44/53/4/0

Vedantu55/39/6/0

Adda24750/50/0/0

BYJU'S52/30/13/4

Doubtnut67/33/0/0

Khan Academy75/25/0/0

Engine fan-out queries

No fan-out queries surfaced today.

No fan-out queries surfaced today.

No fan-out queries surfaced today.

Prompts run today

50 of 50 · full responses on the edition

View full edition

Who runs this index

The CITE Index is built and published daily by Cite Solutions, a managed GEO agency, using the same measurement pipeline we run for client brands. If you want to know how your own brand shows up when buyers ask ChatGPT, Gemini, or Google AI Mode about test prep edtech or any other category, run an AI visibility audit and get the same per-prompt receipts you see on this page.