As ChatGPT, Perplexity, Claude, and Gemini become discovery layers for consumer finance research, citation patterns are redistributing brand authority. In gold loan, the AI leaderboard looks nothing like the organic leaderboard. SBI's 525K monthly AI visits dwarf all pure-play NBFCs combined — but this is a domain-level story, and it reshapes what "authority" means in the LLM era.
Category AI Traffic (April 2026)
655K
across 7 tracked brands · all domains
ChatGPT share of AI traffic
63%
average across brands · dominant platform
Largest gap (AI vs organic)
SBI
525K AI vs 47K gold loan organic · 11× inversion
Fastest absolute grower
SBI
0 → 525K in 8 months · bank.in rebuild effect
Where each brand's AI traffic actually comes from · April 2026 snapshot · full-domain
AI traffic ≠ organic traffic
SBI's 525K AI visits vs 47K gold loan organic
SBI has 11× more AI-referred traffic than gold-loan-specific organic traffic. This isn't a gold loan story — it's a full-domain authority story. LLMs disproportionately cite SBI as an authoritative source for Indian banking information across all verticals. The 525K AI visits are distributed across personal loans, home loans, gold loans, savings accounts, credit cards, etc. The more critical the factual accuracy demand (and banking is peak-YMYL), the more LLMs favour recognised institutional sources.
The NBFC underexposure
Muthoot has 1.5M organic but only 7.4K AI visits
Despite being category organic leader at 1.45M/month, Muthoot pulls only 7,433 AI referrals. LLMs aren't citing Muthoot as an authoritative source on gold loan topics, even though they own the organic SERP. This matters strategically: LLM citations reward institutional credibility, Wikipedia backlinks, news mentions, and structured product disclosures — not SEO content volume. Muthoot's content is high-traffic but low-authority in the LLM-ranking sense.
ChatGPT's category share is ~63%
But platform mix varies wildly by brand
Average across brands: ChatGPT 63%, Perplexity 18%, Gemini 12%, Claude 3%, Deepseek ~2%. But per-brand deviation is huge: Muthoot gets 80% of AI traffic from ChatGPT; BankBazaar gets 55% ChatGPT but 21% Gemini; IIFL gets only 49% from ChatGPT with 37% from Perplexity. Perplexity over-indexes on brands with strong FAQ and how-to content; Gemini over-indexes on aggregator-style pages.
Claude citations are bank-biased
SBI gets 17.6K Claude visits · Muthoot gets near-zero
Claude's Indian financial services citation pattern strongly prefers banks and diversified aggregators over pure-play NBFCs. Claude cites SBI 17,653 times monthly for banking queries, BankBazaar via 52 Claude visits, but Muthoot/Manappuram/IIFL essentially never. This reflects Claude's training/fine-tuning preference for institutional sources. For NBFCs, building Claude visibility likely requires Wikipedia optimisation and earned financial news mentions — conventional SEO alone won't move it.