25 Mumbai brands, ranked by how ready their websites are to be read and cited by AI engines.
25 brands · average 42/100 · median 43 · top score 63
| # | Brand | Score | Grade | Biggest gap |
|---|---|---|---|---|
| 1 | Upstox Online stock trading and investment platform for retail investors in India. | 63 | C | Article / Blog Post Schema |
| 2 | WebEngage Full-stack marketing automation and customer data platform for B2C companies. | 58 | D | llms.txt Presence |
| 3 | Intelligence Node Retail pricing intelligence and competitive benchmarking platform powered by AI. | 57 | D | Product/Service Schema |
| 4 | Facilio AI-powered facilities operations and portfolio management platform for commercial real estate. | 56 | D | llms.txt Presence |
| 5 | CredAble Supply chain finance and working capital management platform for corporates and MSMEs. | 56 | D | Product/Service Schema |
| 6 | Seclore Data-centric security and rights management platform protecting sensitive business data. | 55 | D | Product/Service Schema |
| 7 | LogiNext SaaS platform for field service automation, delivery management, and route optimization. | 53 | D | llms.txt Presence |
| 8 | Haptik Enterprise conversational AI platform for customer experience automation across channels. | 53 | D | llms.txt Presence |
| 9 | PharmEasy Online pharmacy and digital healthcare platform for medicine delivery and diagnostics. | 53 | D | llms.txt Presence |
| 10 | CleverTap AI-powered customer engagement and retention platform for mobile apps and digital businesses. | 52 | D | llms.txt Presence |
| 11 | Purplle Online beauty and personal care marketplace offering 1,000+ brands to Indian consumers. | 52 | D | Product/Service Schema |
| 12 | Leadzen.ai AI-powered B2B sales intelligence and lead generation platform for Indian sales teams. | 51 | D | robots.txt AI Crawler Access |
| 13 | Arya.ai Enterprise AI platform providing pre-built models and APIs for financial services companies. | 43 | F | llms.txt Presence |
| 14 | ZingHR Cloud-based HR, payroll, and workforce management platform for enterprises across Asia. | 40 | F | llms.txt Presence |
| 15 | Zepto 10-minute grocery and essentials delivery platform operating across major Indian cities. | 37 | F | robots.txt AI Crawler Access |
| 16 | Nykaa Multi-brand beauty, fashion, and wellness e-commerce platform with own-label products. | 37 | F | Product/Service Schema |
| 17 | QuickSell WhatsApp-based digital catalogue and commerce platform for wholesale and retail businesses. | 37 | F | llms.txt Presence |
| 18 | Freight Tiger Digital freight platform for logistics management, visibility, and supply chain optimization. | 36 | F | llms.txt Presence |
| 19 | BookMyShow India's largest online entertainment ticketing platform for movies, events, and sports. | 35 | F | Organization Schema |
| 20 | IDfy Digital identity verification and onboarding platform for enterprises and financial institutions. | 32 | F | llms.txt Presence |
| 21 | Sciative AI-powered dynamic pricing and price optimization platform for retail, travel, and e-commerce. | 27 | F | Organization Schema |
| 22 | TranZact Business management and manufacturing operations platform for Indian SME manufacturers. | 21 | F | Organization Schema |
| 23 | Servify Device lifecycle and after-sales service management platform for brands and retailers. | 19 | F | llms.txt Presence |
| 24 | Kodo Corporate card and spend management platform designed for SMEs and growth-stage startups. | 14 | F | llms.txt Presence |
| 25 | Monsoon CreditTech Machine learning-based credit risk decisioning platform for banks and NBFCs in Asia. | 13 | F | llms.txt Presence |
Scores measure website readiness for AI citation, not how often a brand is currently cited. A low score is a fixable gap, not a verdict on the business.
Each brand's public website was audited on 2026-05-21 against 94 checks across 8 categories: AI crawler access, structured data, content quality, trust and authority signals, and technical delivery. The composite is normalised to 0-100 and graded. Brands were selected as recognisable companies headquartered in or strongly associated with Mumbai.
This measures how readable and citable a site is to AI engines. It does not measure how often each brand is currently named in AI answers, which BrandCited tracks per brand rather than per city.
Source run: 2026-05-21-mumbai-scan.json. Published under CC BY 4.0, so press and analysts are welcome to cite these numbers with attribution.
The same audit that produced this ranking runs on any domain in about two minutes.
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