A pricing system built on phone polls and guesswork
India's price discovery apparatus is remarkably thin for a market of this scale. The IBJA benchmark — the country's most widely referenced gold rate, used by the RBI for Sovereign Gold Bond pricing and by banks for gold lending — is derived from polling just 29 physical market participants twice daily, at noon and 5 PM. Silver relies on only 17 participants. These are not transaction-based prices but “tradable quotes,” making them indicative rather than definitive. In a market where international gold prices move by the second, this twice-daily snapshot leaves dealers navigating hours of unpriced territory.
The methodology itself is inconsistent. Some contributing dealers base quotes on MCX near-month futures; others derive prices from the international USD gold price converted to rupees with import duties and margins layered on. The same gold, at the same moment, can produce different reference prices depending on who quotes. As IBJA President Mohit Kamboj publicly acknowledged, LBMA quotes “did not match prices in India,” with domestic prices sometimes trading at premiums and sometimes at discounts to landed cost — variations not reflected in London's mechanisms.
Regional price disparities compound the confusion. Chennai consistently records gold prices ₹100–430 per gram higher than Mumbai, driven by transportation costs, proximity to import airports, local association pricing, and demand seasonality (Kerala alone consumes nearly a third of India's gold imports). The India premium/discount relative to international landed price swings wildly: from +$25/oz in October 2025 to -$38/oz by June 2025. This volatility makes margin prediction nearly impossible for dealers.
SEBI's February 2026 directive shifting mutual fund and ETF gold valuation from LBMA benchmarks to domestic MCX polled spot prices represents a reform attempt — but analysts warn that lower liquidity on Indian exchanges could make domestic price discovery less robust, not more. The India International Bullion Exchange (IIBX), launched in July 2022 at GIFT City, was designed to enable transparent price discovery, but its $3 million minimum net worth requirement for Qualified Jewellers excludes most small and medium dealers. Trading volumes remain subdued, and a legal dispute over India-UAE CEPA Tariff Rate Quota allocation has further stalled momentum.
Technology stuck between Tally spreadsheets and phone-based trading
The Indian bullion trade's technology deficit is not a gap — it is a chasm. A commodities trader in Ahmedabad described the prevailing system: a customer calls to book after checking rates on an app, the dealer monitors rates until they can confirm a price, but given high volatility, “they risk missing the quotes.” For large clients, business is done “over telephone itself” — a buyer calls, confirms a rate, and the dealer arrives with cash for 10 kg of gold. This phone-and-trust model remains standard across the unorganized sector.
Inventory mismatch is the number-one operational problem for jewellery businesses without ERP systems, according to industry software providers. Gold tracked in one register, stones in a spreadsheet, finished pieces sold at the counter but not updated — discrepancies compound as volume grows. The challenge is amplified by bullion's unique requirements: dual-unit measurement (weight and value), purity tracking across multiple caratages, live gold rate integration for real-time valuation, karigar (artisan) job tracking with metal loss accounting, and variable making charge calculations.
While India-specific ERPs exist — SEA ERP, Marg ERP, JewelSoft, Logimax WinBull, among others — adoption remains concentrated among organized players. The barriers are predictable: cost (prohibitive for small businesses), customization needs unique to Indian jewellery operations, employee resistance, and legacy system integration. Most of the unorganized sector still uses Tally for accounting, and many ERP providers advertise “export to Tally” as a feature, revealing where the industry actually lives.
The B2B trading platform gap is equally stark. India lacks a unified platform where thousands of bullion dealers can trade spot gold with transparent pricing, automated settlement, and counterparty assurance. OTC bilateral trading dominates. Rate-display apps like AIB Bullion (400,000+ users) and Chirayu Software solutions (4 million+ users) provide live MCX/LBMA rates, but trading apps with order execution capability remain nascent. India's contribution to global exchange gold trading volumes was just $1.2 billion daily in 2020 — against $69.3 billion globally — reflecting the dominance of informal channels. Advanced manufacturing technologies like 3D printing and CAD, widely adopted globally, remain rare outside organized Indian firms.
Angadias, tungsten bars, and a logistics system running on trust
India's bullion logistics present a paradox: a $58 billion import market served partly by a century-old informal courier network. The angadia system — traditional bullion couriers operating primarily between Mumbai and Gujarat — moves an estimated ₹200–250 crore worth of cash and valuables daily. Angadias travel in groups on the Gujarat Mail train, use code words (“Jokhim” for cash, “Zhewar” for jewellery), and authenticate deliveries by matching torn banknote serial numbers. They operate largely without insurance, documentation, or digital tracking.
The risks are not theoretical. In January 2024, gunmen intercepted a Mumbai angadia and looted gold ornaments worth ₹47.2 lakh. In February 2023, 1,000–1,400 kg of silver was stolen from an angadia vehicle on the Ahmedabad-Rajkot highway. In December 2025, 60 kg of silver was looted from a bus on the Kolhapur-Mumbai highway. These incidents represent only the reported fraction; the system's informal nature means many losses go undocumented.
Professional secure logistics providers (Sequel Logistics, Brink's India, BVC Logistics, Lemuir Secure) offer SEBI-approved vaulting and insured transportation, but their infrastructure is concentrated in metros. Tier-2, tier-3, and rural India — where 60% of gold demand originates — lack accessible secure vaulting, forcing reliance on bank lockers (limited hours, uninsured for bullion) or home storage.
Counterfeiting poses a growing threat. Tungsten-filled bars exploit the near-identical density of tungsten (19.25 g/cm³) and gold (19.3 g/cm³), making weight-based detection impossible. In 2025, Mumbai police busted a gang duping jewellers with fake 24-carat bars. JP Morgan discovered duplicate-serial-number kilobars in its own vaults in 2017. Traditional verification methods — weight, visual inspection, even XRF (which tests only surface composition) — are inadequate against sophisticated counterfeits. Ultrasound and electrical conductivity testing can detect internal inconsistencies but require specialized equipment unavailable to most dealers.
India's refining capacity tells a similar story of underutilization and concentration. The country has 32–41 licensed gold refineries with capacity of 1,300–1,800 tonnes, yet average utilization is only 20–30%. Five refineries handle 90% of doré imports. Only one refinery — MMTC-PAMP — holds LBMA accreditation, creating “a formidable barrier to export market access” and limiting international trust in Indian-refined gold. India Good Delivery Standards (IGDS), introduced in 2020, are accepted domestically but lack global recognition.
Half a million outlets, no standardized market
India's bullion market is not one market but thousands of overlapping, loosely connected local markets. The gold manufacturing sector is 90–95% MSMEs, with only 15–20% operating as organized, large-scale facilities. The top organized jewellery chains — Tanishq, Kalyan, Malabar — command roughly 35% market share, leaving the majority in fragmented, unorganized hands.
The tiered dealer structure creates structural inequality. Only 8–10 very large first-level dealers in metros buy directly from importing banks at landed cost plus minimal premium. Some 30–50 medium-sized second-level dealers purchase from refineries and large dealers. Below them, thousands of small third-level dealers buy at multiple markups, facing structurally higher input costs that erode competitiveness. As IBJA National Secretary Surendra Mehta noted, “The pricing power now sits with refineries and bigger bullion dealers… this has led to consolidation in the industry.”
Banks' share of gold imports shrank from 40% in 2017 to 19% in 2020 as large bullion dealers set up their own refineries, bypassing the traditional bank-mediated supply chain. This consolidation benefits large players but leaves smaller dealers more dependent on intermediaries and less able to compete on price.
Smuggling — estimated at roughly 200 metric tonnes per year — creates a permanent competitive distortion. DRI recorded 3,005 smuggling cases with 2.6 tonnes seized in FY 2024-25. Smuggled gold enters through UAE, with Kerala airports as top interception points, and is converted into untraceable bars in covert furnaces. Operation Bullion Blaze in November 2025 exposed such furnaces in Mumbai. Legitimate dealers cannot match smuggled gold pricing, and the FATF documented hawala networks financing these flows through Middle Eastern purchases, diplomatic bag transport, and black market sales.
The trade's reputation suffers accordingly. As industry publication Solitaire captured: “The bullion trade has got a very bad image — dealers, jewellers, goldsmiths, traders. They are seen as smugglers, black marketers, cheaters. Any genuine grievance of this trade is often rejected at the first instance.”
Working capital crunch in a market where gold costs ₹1,50,000 per 10 grams
The financial architecture supporting India's bullion dealers is fundamentally mismatched to the market's needs. More than 20% of loans to the gems and jewellery sector have become NPAs — second only to construction — and the industry receives just 2.7% of India's total credit issuance, less than half that of textiles. The Nirav Modi fraud, which cost the banking system ₹130 billion, triggered a lasting credit freeze for the sector.
For small jewellers, the consequences are acute. Most deal in cash and do not report full turnover, making bank credit nearly impossible to access. The WGC documented that “it is extremely difficult for small and independent jewellers to secure cash credit from banks; they either rely on monthly gold schemes for funding or they lend money.” Many small jewellers double as informal moneylenders, charging 18–30% annual interest on gold-backed loans — a reflection of their exclusion from formal finance rather than a business choice.
Gold Metal Loans (GMLs) — where banks provide physical gold instead of cash at competitive rates — represent the most efficient financing mechanism, but outstanding GMLs were only 65 tonnes at end-2021, a fraction of annual demand. By March 2025, GMLs constituted 54% of Kalyan Jewellers' debt, demonstrating their value for organized players. The RBI's December 2025 expansion of GML eligibility to non-manufacturing jewellers (effective April 2026) is a step forward, but access remains gated by banking relationships and documentation standards that small dealers cannot meet.
Hedging is another large-player privilege. MCX gold futures require margin deposits of approximately 5–10% of contract value — a significant capital commitment — plus understanding of derivatives and access to broker accounts. As a former CFO of Joyalukkas noted, “some large jewellers protect themselves by hedging at MCX,” but this is predominantly a corporate strategy. The structural result: when gold prices surge (up 73% in rupee terms in 2025, amplified by 5.6% INR depreciation), small dealers absorb the full volatility while large players hedge it away.
Payment delays compound the pressure. Industry-wide data shows overdue payments affect more than 60% of B2B invoices, with customers taking over a month beyond due dates to settle. In a tiered bullion supply chain where jewellery retailers enjoy 1–3 months of credit from fabricators, a single default can cascade upward through the dealer network.
Small dealers trade blind while large players see the whole board
Information asymmetry in India's bullion market is not incidental — it is structural. The three-tier dealer system means upstream players possess fundamentally different market intelligence than downstream participants. Large importers have access to international price feeds, real-time data terminals, hedging tools, dedicated treasury functions, and direct relationships with global suppliers. Small third-level dealers in semi-urban and rural areas rely on secondhand information passed down through the dealer chain, supplemented by rate-display apps that sometimes show incorrect or unsynchronized readings.
The data infrastructure itself is sparse. IBJA has roughly 3,000 members out of 500,000+ outlets — meaning the vast majority of the market operates outside the formal pricing ecosystem. India's gold import data, published by the Ministry of Commerce, frequently appears as ranges rather than precise figures and includes WGC estimates alongside official numbers. The WGC's own “OTC and other” category — a statistical residual — captured one in every five ounces of private-sector net gold demand over the most recent five-year period, double the proportion of the prior 20 quarters.
No reliable, accessible demand forecasting tool exists for small dealers. The WGC provides the most detailed publicly available analysis through monthly India Gold Market Updates, but these are macro-level observations with “anecdotal evidence” and “market reports” as key inputs. Gold recycling volumes — a significant supply-side variable — are estimated but not precisely tracked. State-level demand data, dealer-level flow data, and rural-urban breakdowns remain limited even on the WGC's Goldhub platform.
The seasonal nature of demand (47 auspicious wedding days between October and March in 2024-25, with regional clustering) creates predictable but hard-to-quantify patterns. When geopolitical disruptions hit — as when Iran-US-Israel flight disruptions affected UAE gold shipments in early 2026 — supply shocks propagate unevenly through the chain, felt first by the least-connected dealers.
Consumers navigate a market where 90% of gold once failed purity tests
The end-consumer experience in India's bullion market remains defined by opacity. A landmark BIS investigation purchased jewellery from 120 jewellers across 8 cities and found that only 14 samples — approximately 12% — conformed to declared purity. The National Consumer Disputes Commission called it an “alarming situation.” While mandatory hallmarking (launched June 2021, now covering 380 of India's roughly 800 districts) and HUID tracking (40 crore+ articles hallmarked) represent significant progress, enforcement gaps persist, particularly among small-scale jewellers in the approximately 400 districts still outside the mandate.
Making charges range from 3% to 25% of gold value, with wastage charges of 5–7% added on top. Two stores quoting identical gold rates can produce vastly different final bills because charge structures differ. Many sellers provide only a single total without itemized breakup, and these charges are largely non-recoverable at resale — creating a hidden cost that consumers discover only when they try to sell.
Buyback policies remain a persistent source of consumer grievance. Jewellers typically offer buyback at 20–60% of original retail price, with conditions that sometimes change after purchase. In a 2025 case, Pune's District Consumer Commission found PNG Jewellers guilty of “unfair trade practices” after the jeweller added rubber-stamped conditions contradicting original invoice terms. Consumers report that jewellers frequently push exchange over cash buyback because “jewellers have a double benefit” — they capture the wastage from the returned piece while charging fresh making costs on the new purchase.
Digital gold has attracted roughly 12 crore accounts and over ₹9,000 crore in purchases in the first nine months of 2025, but it carries its own problems. Platforms charge an effective 5–6% upfront (3% GST plus 2–3% spread), and SEBI issued a formal caution in November 2025 that these products are “neither notified as securities nor regulated as commodity derivatives.” Zerodha CEO Nithin Kamath warned bluntly: “Digital gold is completely unregulated. If something goes wrong with the platform, there's not much you can do.” Transactions dropped 47% month-on-month after the SEBI advisory.
The rural-urban divide amplifies every consumer-facing problem. Rural India accounts for 60% of gold demand but is served predominantly by the unorganized sector, where jewellers double as moneylenders, transactions may lack scientific purity testing, and hallmarking enforcement is weakest. Organized jewellers have less than 4% presence in North and West regions outside metros. For India's rural gold buyers — who purchase primarily for weddings and cultural occasions — the market offers neither the price transparency of organized retail nor the regulatory protection of formal financial products.
Conclusion: a market whose fragmentation is its defining feature
The Indian bullion market's problems are not independent failures but interconnected consequences of a single structural reality: an $80 billion industry where the majority of transactions still flow through informal, relationship-based, cash-driven channels. Pricing opacity feeds information asymmetry, which enables counterfeiting, which erodes trust, which keeps consumers in the unorganized sector, which resists digitization, which perpetuates pricing opacity.
Three dynamics are reshaping this landscape. First, consolidation is accelerating — organized retail grew from 22% to 36-38% market share in five years, and large dealers are vertically integrating into refining and direct imports. Second, technology adoption is bifurcating — digital gold platforms, Gold ETFs (record ₹313 billion inflows in 2025), and B2B trading tools are reaching organized players while the unorganized majority falls further behind. Third, IBJA's 2025 initiative to launch tradable bullion rates at 9:30 AM daily with T+0, T+1, and T+2 settlement represents the most significant pricing infrastructure reform in years — but its impact depends entirely on adoption breadth.
The central tension remains unresolved: reforms that formalize the market (digital benchmarks, mandatory hallmarking, exchange-based trading, GML expansion) systematically advantage larger, organized players while raising barriers for the small dealers who serve 60% of rural demand. The market's modernization and its inclusiveness are, for now, working against each other.