Everything-PR measured 25 Indian brands across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Tata Group ranked No. 1. Indian IT services punched 9.7 points above Indian banking.
Tata Group is the most-cited Indian brand in this Everything-PR modeled index at 91.3. Higher than Reliance. Higher than Infosys. Higher than every individual Indian conglomerate, IT major, or banking institution measured.
That's the headline finding of the Indian Brand AI Visibility Index 2026 — a directional modeling study of how five AI engines surface and rank the brands that drive the world's fifth-largest economy. 25 named entities. Five engines. May 2026 measurement window.
The chatbox does not see India the way trade media does. Indian IT services dominate. TCS, Infosys, Wipro, and HCL together pull an 82.9 average — 9.7 points above the major Indian banks (HDFC, ICICI, SBI average 73.2) despite banking holding far larger domestic balance sheets. Consumer brands trail further: HUL, ITC, and Asian Paints average 65.0. Energy and power infrastructure brands — ONGC, NTPC, Coal India, Power Grid — sit at 47.2, the lowest sectoral average in the set.
This piece is part of the Global Brand Visibility Indexes — the country-and-sector franchise from Everything-PR measuring which brands AI engines actually surface when buyers ask the question. Franchise hub: everything-pr.com/global-brand-visibility-indexes
Methodology
The Citation Share scoring model is a composite 0–100 index across five weighted components: Citation Frequency (40%), Cross-Engine Breadth (20%), Query-Type Breadth (20%), Extractability (15%), and Crawl Access (5%). Each component is normalized to a 0–100 scale before weight-averaging. Full normalization formulas appear in the appendix.
The index is directional and modeled — designed to produce stable ordinal results across the same frozen prompt set and measurement window. The number itself is less important than the position. Five engines: ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews. Frozen query set: 60 buyer-intent prompts across four query-type buckets (informational, comparison, recommendation, purchase). Measurement window: May 1 – May 28, 2026. Prompts were run without brand seeding, paid placement, or manual correction.
The Indian Top 25
One ranking. Twenty-five brands. The Indian companies that own the answer in this modeled index.
| # | Brand | Citation Share Score |
|---|---|---|
| 1 | Tata Group | 91.3 |
| 2 | Infosys | 89.4 |
| 3 | Reliance Industries | 87.6 |
| 4 | Tata Consultancy Services (TCS) | 85.8 |
| 5 | HDFC Bank | 82.4 |
| 6 | Wipro | 80.1 |
| 7 | Bharti Airtel | 78.5 |
| 8 | HCL Technologies | 76.2 |
| 9 | ICICI Bank | 73.6 |
| 10 | Hindustan Unilever (HUL) | 71.2 |
| 11 | Adani Group | 69.4 |
| 12 | Mahindra Group | 67.5 |
| 13 | ITC | 65.3 |
| 14 | State Bank of India | 63.7 |
| 15 | Larsen & Toubro | 61.4 |
| 16 | Maruti Suzuki | 60.1 |
| 17 | Asian Paints | 58.6 |
| 18 | Bajaj Group | 56.4 |
| 19 | JSW Group | 54.3 |
| 20 | ONGC | 52.7 |
| 21 | Vedanta | 50.8 |
| 22 | Adani Ports | 47.5 |
| 23 | Power Grid Corporation | 46.1 |
| 24 | NTPC | 44.3 |
| 25 | Coal India | 42.0 |
Findings
- Tata Group leads on cross-vertical entity coverage. 91.3. Tata's multi-sector footprint — automotive (Jaguar Land Rover, Tata Motors), IT services (TCS), steel, hospitality (Taj), aviation (Air India, Vistara) — surfaces in every query-type bucket in the test set.
- Indian IT services are the global English-language ambassadors. Infosys (89.4), TCS (85.8), Wipro (80.1), HCL (76.2). All four inside the top 8. Decades of global enterprise sales, NYSE/LSE listings, English-first press footprint translate directly into citation share.
- Reliance scores high but narrower than Tata. 87.6 — second overall. Concentrated in oil/gas, Jio telecom, and retail. Lower Query-Type Breadth than Tata because the entity surfaces in fewer answer categories.
- Indian banking trails despite scale. HDFC Bank (82.4) is the highest-scoring Indian bank — behind Infosys, Reliance, TCS, and Tata. ICICI (73.6) and SBI (63.7) follow. India's banking sector posts a 73.2 sector average, despite holding some of Asia's largest financial institutions.
- Consumer brands underperform. HUL (71.2), ITC (65.3), Asian Paints (58.6), Maruti Suzuki (60.1) all score 10–20 points below where commercial scale would predict.
- Energy and power are the floor. ONGC (52.7), NTPC (44.3), Coal India (42.0), Power Grid (46.1) all sit in the bottom quintile. State-owned enterprise communications conventions produce the lowest Extractability scores in the index.
- Adani's two listings split the citation share. Adani Group (69.4) and Adani Ports (47.5) appear separately because AI engines treat them as distinct entities. Combined they would score higher than Mahindra and ITC. This is the kind of structural-entity finding only a citation-share index surfaces.
- The Top 5 lock is real. Tata, Infosys, Reliance, TCS, HDFC Bank — the gap from #5 to #6 (Wipro) is just 2.3 points. The gap from #6 to #15 (Larsen & Toubro) is 18.7 points. Mid-tier compression is the structural pattern.
Why This Matters for CMOs
- Multi-vertical entity coverage beats single-vertical dominance. Tata's 91.3 isn't a single-product story — it's the cumulative effect of authority across automotive, IT services, hospitality, steel, and aviation. Brands inside multi-sector conglomerates can compound their parent's citation share by publishing primary-source material that names both the operating brand and the holding company.
- Indian banking has a citation problem. HDFC, ICICI, and SBI all under-score their commercial position. The fix is structured data and English-language primary-source publishing — deposit volumes, branch network, lending capacity, fintech partnerships — rather than thought-leadership content.
- IT services own the English-language entity infrastructure. TCS, Infosys, Wipro, HCL all benefit from twenty-plus years of NYSE/LSE-grade investor communications. CMOs in other Indian sectors looking to match should treat investor relations and primary-source publishing as the highest-leverage AI Communications investments.
- The Tata umbrella is a citation multiplier. Brands inside the Tata Group benefit from cross-referencing — Taj Hotels gains visibility from Tata's score, Vistara gains from both Tata and Singapore Airlines (parent JV). Conglomerate-affiliated brands should publish both the operating-brand entity and the holding-company entity in their primary materials.
The Global Brand Visibility Indexes Franchise
The Indian Brand AI Visibility Index 2026 is part of the Global Brand Visibility Indexes — a country-and-sector franchise from Everything-PR. Franchise hub at everything-pr.com/global-brand-visibility-indexes. Sister indexes cover the Asia-Pacific region, Water Infrastructure, Energy Transition, and Indian Tourism & Travel.
Directories tell you who the agencies are. Indexes tell you which brands own the answer.
Appendix: Normalization Detail
Each component normalizes to 0–100 before weighting:
- Citation Frequency — observed citations divided by the maximum possible across the prompt set and engine count (60 prompts × 5 engines = 300 citation slots per brand).
- Cross-Engine Breadth — (engines citing brand at least once) ÷ 5 × 100.
- Query-Type Breadth — (query types where brand surfaces at least once) ÷ 4 × 100.
- Extractability — scored 0–100 by a deterministic 15-point schema and entity-surfacing audit rubric.
- Crawl Access — binary 100/0 per engine, averaged.
The five normalized component scores are weighted and summed to produce the final Citation Share score.
Sample Prompts
- Largest Indian companies by revenue
- Top Indian IT services firms
- Which Indian conglomerates own which businesses?
- Best Indian banks 2026
- Compare TCS vs Infosys vs Wipro
- Top Indian consumer brands
- Indian telecom companies ranked
- Best Indian auto manufacturers
- Largest Indian energy companies
- Which Indian companies are leading in AI?
Methodology Disclosure
Everything-PR is an independent intelligence platform covering communications, reputation, AI visibility, and digital discovery. Publishing since 2009.
