Your Free AI Tokens Come With a Mystery Tab

ByJames McCallef
Diner making a smartphone payment at a Chinese restaurant

Chinese banks, telecoms, cafés and restaurants are attaching AI-model credits to ordinary purchases, turning card swipes, phone plans and meals into a customer-acquisition channel for Kimi, MiniMax, Qwen and DeepSeek. Rest of World reported on September 4, 2026 that offers reach as high as 3 billion tokens, units of text an AI model processes when answering a request.

A diner gets a voucher, a phone subscriber gets an allowance, and a cardholder gets credits for spending; each is being nudged to use a particular model rather than choose a chatbot directly. What remains undisclosed is who pays for that nudge: the AI company, the bank, the card issuer, the telecom operator or the merchant.

Moonshot AI, the maker of Kimi, launched a Kimi-branded credit card in July with Agricultural Bank of China and American Express, rewarding spending with model tokens plus AI-agent and coding quotas. The arrangement was among five consumer token channels documented by Rest of World. This is not a loyalty scheme with a chatbot bolted on. The loyalty scheme is becoming the route into the chatbot.

Flow showing cards and restaurant meals converted into partner offers and AI token credits

The credit, voucher and mobile-plan terms

The largest stated bonuses sit behind cards aimed at developers. China Merchants Bank offered new holders of its developer card up to 1.8 billion MiniMax tokens, while Shanghai Pudong Development Bank offered up to 3 billion Qwen tokens for Alibaba’s family of models.

Consumer channel Stated AI offer
China Merchants Bank card Up to 1.8 billion MiniMax tokens
Shanghai Pudong Development Bank card Up to 3 billion Qwen tokens
China Telecom plan 10 million tokens from 9.9 yuan per month
China Mobile offer 400,000 tokens for 1 yuan
Jingu Yuan restaurant 10 yuan in AI credits

China Telecom sold 10 million tokens from 9.9 yuan a month. China Mobile offered 400,000 tokens for 1 yuan, while China Unicom’s business packages ranged from 6 million tokens for 15 yuan to 18 million tokens for 45 yuan. Beijing restaurant Jingu Yuan gave diners 10 yuan in credits, and other venues offered DeepSeek access or computing vouchers.

“Most ordinary users still encounter AI through an app or feature, without seeing a token balance.”, Poe Zhao, founder of Hello China Tech, speaking to Rest of World

That observation is why the packaging is notable. A token balance is normally developer infrastructure, a metered unit of computation, not something a person expects beside mobile data or coffee stamps. But sharply cheaper model usage has made it practical to sell AI capacity in small, familiar bundles. Chinese open-weight models can cost 60% to 90% less than comparable OpenAI and Anthropic models, Rest of World reported.

Coffee, a mobile phone plan, and a credit card converging into digital AI token credits

The reporting establishes the offers, not their economics. Rest of World does not disclose reimbursement, wholesale-token pricing, revenue sharing, marketing budgets or redemption terms. Nor does it provide redemption, retention or conversion data. A three-billion-token headline therefore says little about how many people use the credits, become regular users, or eventually pay.

The missing payer matters because the providers handing out model access are not distributing it from a position of effortless profitability. MiniMax reported $116.573 million in first-half 2026 revenue but a $293.031 million adjusted net loss. Its research-and-development expense was $296.870 million, up 138.8% year over year.

Alibaba’s results show comparable pressure at a much larger scale. Its AI Labs and Applications segment reported a RMB13.861 billion adjusted EBITA loss for the June 2026 quarter, compared with a RMB3.224 billion loss a year earlier. That filing does not connect Qwen’s card credits to the segment loss or reveal the credits’ cost, but it does show why simply accumulating model usage is not the same as building a profitable AI business. Alibaba is already trying to turn Qwen’s reach into cloud revenue, while competing in the AI model price war.

Kimi has its own reason to welcome a new distribution pipe. QuestMobile figures reported by National Business Daily put Kimi App monthly active users at 21.653 million in the first quarter of 2025 and 9.027 million in the fourth quarter, a 58.3% decline. Moonshot later paused new Kimi consumer subscriptions in July 2026 after Kimi K3 demand strained computing capacity, but the earlier user decline does not establish why it launched the card.

China’s retail bundles fit a broader rapid AI-adoption push, but they also expose the unresolved commercial question. The vouchers may be inexpensive acquisition tools, bank-funded card perks, telecom loss leaders, or all three in different deals. Until the contracts reveal who settles the bill when a customer redeems a token, “free AI” is just a price tag with the payer scratched off.

Key Takeaways

  • Chinese banks, telecoms, restaurants and cafés are offering AI-model credits with everyday purchases.
  • Shanghai Pudong Development Bank’s Qwen card offered up to 3 billion tokens, the largest disclosed promotion.
  • Public reporting does not identify which partner pays for or reimburses the AI credits.
  • MiniMax reported a $293.031 million adjusted net loss in the first half of 2026.
  • Kimi App monthly active users fell from 21.653 million in Q1 2025 to 9.027 million in Q4 2025.

Further Reading