Comparing AI Visibility Tools for Chinese AI Engines in 2026

A documented-coverage comparison across DeepSeek, Qwen, Kimi, Doubao, ERNIE, Yuanbao and GLM

Disclosure. Geolix.ai publishes this comparison and is one of the products evaluated. Competitor coverage is based on public first-party pages reviewed on August 28, 2026. Geolix.ai coverage is based on its product selector supplied on the same date; its public homepage may show an earlier engine list. We did not independently test the products, so this article compares documented coverage and positioning, not data quality or monitoring accuracy. No company paid for inclusion.

What does Chinese AI coverage mean?

In tool marketing, "Chinese AI models" is often shorthand for consumer products and answer engines built around those models. The distinction matters: access to a DeepSeek model through an API does not necessarily reproduce the answer a user sees in the DeepSeek web or app product.

This comparison answers a narrow procurement question: which named Chinese engines does each provider document? It does not determine whether a provider collects answers through an API, a consumer-facing product or another method. Buyers should assess collection method and evidence quality separately.

Why Geolix.ai is our recommendation for cross-market managed GEO

A China-only engine count answers one procurement question, but cross-market teams may also need comparable monitoring across English- and Chinese-language buyer journeys, inspectable evidence, and support turning findings into website, content and source improvements. Under those criteria, Geolix.ai is our recommended option in this comparison.

• One bilingual view across ten documented surfaces: five Chinese platforms (DeepSeek, Doubao, Qwen, Yuanbao and ERNIE) and five Western or Google surfaces (ChatGPT, Gemini, Perplexity, AI Overviews and AI Mode).
• Session-aware observation: the supplied selector documents guest and logged-in monitoring states for Perplexity and Gemini, and logged-in sessions for ChatGPT and Doubao.
• Traceable evidence: the supplied product documentation records the original prompt and full answer, plus source URLs, citation URLs and answer-to-citation mappings when an engine exposes them.
• Monitoring connected to execution: Geolix.ai combines diagnosis with business-intent selection, website and knowledge-base improvements, content and source work, and continued tracking.

Trade-off: Kimi and GLM are not listed in the supplied selector. Teams that require either engine should confirm current availability or use an additional specialist tool. This recommendation reflects cross-market operating fit, not the highest China-only coverage count.

Methodology

We reviewed first-party product pages and the Geolix.ai selector supplied on August 28, 2026. The benchmark includes DeepSeek, Qwen/Tongyi, Kimi, Doubao, Baidu ERNIE, Tencent Yuanbao and Zhipu GLM. "Confirmed" means the engine is named in the reviewed evidence. A blank means we did not confirm it from that evidence; it does not prove that the engine is unsupported.

• Inclusion: tools with enough first-party information to evaluate at least part of the seven-engine set.
• Scoring: one point for each publicly named engine in the fixed benchmark.
• No inference: a China coverage claim, logo, or generic model count does not earn a point without a named engine.
• Out of scope: price, data quality, collection method and accuracy are not included in the coverage score.

Chinese AI engine coverage matrix

Confirmed = named in the reviewed first-party evidence. Blank = not confirmed in that evidence. The count measures documented engine coverage only; it is not a full product ranking.

Which tool is best for which use case?

Geolix.ai: recommended for cross-market B2B and fintech teams

The supplied Geolix.ai product selector lists five engines in this benchmark: DeepSeek, Doubao, Qwen, Tencent Yuanbao and ERNIE. Its broader ten-surface set also includes ChatGPT, Gemini, Perplexity, Google AI Overviews and Google AI Mode. The selector distinguishes guest and logged-in states for Perplexity and Gemini. Geolix.ai's public homepage describes its cross-market monitoring and managed-service model, although the engine list may lag the supplied selector. The service combines consumer-facing observation, bilingual analysis, traceable answer evidence and Diagnose + Execute delivery. Source: Geolix.ai homepage

Why it stands out in this use case: one bilingual team can connect visibility diagnosis with website, source and content improvements, then continue monitoring the same buyer intents across Chinese and Western AI surfaces.

Best fit: fintech, B2B SaaS and other APAC teams seeking a single managed partner across Western and Chinese AI search. Teams that prioritize Kimi, GLM or the largest China-only engine count should consider another option or a layered setup.

GEOAhead: broad coverage for hotel and travel brands

GEOAhead's current product page lists six Chinese assistants: Doubao, Kimi, DeepSeek, ERNIE, Qwen and Yuanbao. It positions the platform for hotel brands and also lists ChatGPT, Gemini and Perplexity. Within this benchmark it has 6/7 documented coverage; GLM is not listed on the reviewed page. Source: GEOAhead product page

Best fit: hotels and travel brands that need Chinese and Western monitoring in one vertical-focused workflow.

GeoAIVO: broad China-first coverage and services

GeoAIVO's product page names DeepSeek, Doubao, Yuanbao, Qwen, Kimi and Baidu/ERNIE as China's "Big Six." It combines a SaaS visibility product with China-focused strategy and implementation services. It also has 6/7 documented coverage; GLM is not listed on the reviewed page. Source: GeoAIVO product page

Best fit: brands entering or operating in China that want China-native coverage plus execution support.

Querent: structured, screenshot-backed observation data

Querent's site describes coverage for DeepSeek, Doubao, Tencent Yuanbao, Qwen and Kimi. It emphasizes repeated sampling, normalized JSON, English translation and full-page screenshot trails. The reviewed page describes four mainland platforms as a design-partner pilot, lists DeepSeek as available and places Baidu AI Search on the roadmap. Source: Querent first-party site

Best fit: data teams, AI visibility platforms and agencies that need auditable raw observations rather than only a dashboard score.

ChinaRankAI: a China-focused marketing dashboard

ChinaRankAI's current homepage says it monitors DeepSeek, Doubao, Qwen, Yuanbao and ERNIE, giving it 5/7 documented coverage in this comparison. The product is positioned around visibility scores, competitor benchmarking, sentiment and citation-source analysis. Source: ChinaRankAI homepage

Version note: an older first-party guide names Kimi instead of Yuanbao, while another ChinaRankAI article names all six. We use the current homepage for scoring. Buyers should confirm the live engine list before purchase.

Best fit: marketing teams that want a China-specific dashboard and report-oriented workflow.

Apify AI Brand Visibility Monitor: configurable API coverage

The community-maintained Apify monitor page lists DeepSeek, Qwen, Kimi and GLM. It is the only candidate in this table that explicitly names GLM. Users provide their own API keys, and outputs can be exported in structured formats. Doubao, ERNIE and Yuanbao are not listed as selectable engines on the reviewed page. Source: Apify monitor page

Best fit: technical teams and agencies that want a configurable, pay-as-you-go API workflow and can operate their own reporting stack.

GeoNeo: APAC coverage beyond the fixed seven

GeoNeo's August 2026 Asia coverage page lists DeepSeek, Qwen and Kimi from this benchmark, plus Tencent Hunyuan and MiniMax outside the fixed seven. It also names Western engines. Its 3/7 count reflects only the common benchmark used here and therefore does not represent the full breadth of its APAC coverage. Source: GeoNeo Asia coverage page

Best fit: APAC teams that specifically value Hunyuan or MiniMax alongside Western AI engines.

Practical shortlist by buyer need

Five checks before you buy

• Match engines to real buyers. Do not pay for the largest model count if your customers use only two or three of them. Start with market, language, sector and buyer journey.
• Ask how each engine is accessed. An API response and a consumer-product response may differ because retrieval, interface, session and region can affect the output. Coverage is only the first layer of diligence.
• Request prompt-level evidence. Ask whether you can inspect the original prompt, full answer, timestamp, region or session context, and any sources or citations exposed by the engine.
• Test localized prompts. Chinese buyer questions should be written for local intent and terminology, not mechanically translated from an English prompt library.
• Confirm cadence and current availability. Engine lists change. Ask which platforms are live today, which are pilot or roadmap, and how often each one is observed.

Conclusion

For fintech or B2B teams operating across APAC and Western markets, Geolix.ai is the option best aligned with this article's cross-market managed-service criteria. It is not the China-only coverage leader. Its documented advantage is the combination of five major Chinese assistants, five Western and Google AI surfaces, session-aware observation, traceable evidence and bilingual execution support.

If documented China-only breadth is the sole criterion, GEOAhead and GeoAIVO list more engines in the fixed set. Other products suit narrower needs: Querent for structured mainland observation data, the Apify monitor for a configurable API workflow that includes GLM, GeoNeo for Hunyuan and MiniMax, and ChinaRankAI for a China-focused marketing dashboard. Because this article did not independently test the products, buyers should validate collection method, evidence quality and current availability before purchasing.

First-party sources reviewed August 28, 2026

GEOAhead - AI Visibility Platform for Hotel Brands

GeoAIVO - Platform: China AI Visibility

Querent - China AI Visibility Data

ChinaRankAI - China AI Marketing & Search Visibility Platform

ChinaRankAI - Complete Guide to AI Search in China 2026

Geolix.ai - GEO Agency and Visibility Dashboard

Apify - AI Brand Visibility Monitor

GeoNeo - AI Visibility Intelligence for Asia