AI Rank or the State of AI assessment: which free AI maturity check should you take?
Take UD AI Rank if you run or advise a Hong Kong business in one of its eight industries and want a score out of 40 compared with peers. Take the State of AI for Small Business assessment if you want a five-question stage label, a 30-day plan by email and US-based research behind it.
I went through both live tools with one scenario in mind, an operations manager at a small Hong Kong retail shop, because this is the exact question clients and colleagues keep asking: "Is there a quick, free way to see how far behind we are on AI?" Both tools say yes. They answer very different versions of that question.
This comparison uses the same six criteria for both, says where each one wins, and is honest about what neither tool can tell you. All details below were checked on the live tool pages on 28 September 2026.
How do the two tools compare side by side?
Both are free, take about five minutes and need no account to start. The differences are in depth and context: AI Rank asks ten industry-specific operational questions and returns a score out of 40, while the State of AI assessment asks five general questions and returns one of four maturity stages.
- Price: AI Rank is free. State of AI assessment is free.
- Account needed to start: AI Rank, no (questions begin immediately after you choose an industry). State of AI, no ("No account required"; answers stay in your browser until you choose to share an email).
- Length: AI Rank, 10 multiple-choice questions, about 5 minutes. State of AI, 5 questions, about 5 minutes.
- Industry tailoring: AI Rank has separate question sets for 8 industries: catering, retail, real estate, education, medical, logistics, renovation and pet care. State of AI uses one general set for all small businesses.
- Result format: AI Rank gives a score out of 40 and a position against industry peers on a leaderboard. State of AI gives one of four maturity stages with recommended next steps.
- Follow-up: AI Rank offers a free consultation by WhatsApp, phone or email with UD. State of AI emails a 30-day action plan and a one-page readiness checklist, and recommends its partner consultancy, TechStack Strategy.
- Language and market: AI Rank is in Traditional Chinese and written for Hong Kong SMEs. State of AI is in English and benchmarked against its 2026 State of AI for Small Business dataset, which draws heavily on US sources.
Sources: UD AI Rank, State of AI for Small Business assessment, State of AI methodology page.
Where does the State of AI assessment win?
The State of AI assessment wins on transparency and follow-through. Its methodology page explains how figures are sourced, dated and reconciled, it labels self-reported ROI numbers as perceptions, and the emailed 30-day action plan gives you something concrete to do next. For an English-speaking team outside Hong Kong, it is the stronger pick.
The methodology page, last updated 4 July 2026, commits to attributing every figure to its original study, never blending numbers from different studies and weighting government data such as the US Census Bureau's Business Trends and Outlook Survey above vendor data. That is a higher standard of disclosure than most free assessments bother with, and its data is published under a CC BY 4.0 licence.
It is also lighter. Five questions is genuinely quick, and the privacy approach, where nothing leaves your browser until you hand over an email, is reassuring if you are testing it on behalf of a client. If you want the deeper version, the site also publishes a five-stage maturity model with a 90-day roadmap.
Where does UD AI Rank win?
AI Rank wins on specificity for Hong Kong operators. Instead of asking whether you "use AI", it asks how you actually run the work, for example whether retail stock is counted by hand, tracked in Excel, recorded by a POS system or forecast by AI. That makes the score easier to act on for a shop, clinic or agency.
The retail set is a good example. Its first question offers four answers that map neatly to a maturity ladder: manual stock counts, Excel updated by hand, POS tracking and AI-predicted replenishment. You immediately see the next rung up, which is often more useful than a stage name.
The eight industry tracks also match the businesses that make up most of Hong Kong's SME base, and the questions are written in the Cantonese-flavoured Traditional Chinese that owners actually use. For a practitioner helping a local client, that removes the translation step. If you want the wider field, our earlier comparison of free AI maturity benchmarks covers Cisco and other options.
What are the honest limitations of each tool?
Neither tool is an audit. Both rely on your own answers, and both are lead-generation funnels for a consultancy, which is fine as long as you know it. AI Rank does not publish how its peer benchmark is built, and State of AI's benchmark data is largely American, so its stages may not reflect Hong Kong conditions.
- AI Rank's benchmark is not documented. The leaderboard preview shows example companies such as "Tech Solutions Ltd" scoring 38 out of 40, and the page quotes trend figures such as "87% of SMEs see AI as key" without naming a source or sample size. Treat your rank as a directional guide, not a statistic.
- AI Rank covers only eight industries. If you work in professional services, manufacturing or finance, there is no matching track yet.
- State of AI is generic and US-weighted. Five questions cannot capture industry differences, and a Hong Kong clinic and a US agency receive the same stage logic.
- State of AI holds back the full plan. The on-screen result gives your stage and a few next steps; the 30-day plan and checklist require an email address.
- Both are self-reported. Optimistic answers produce optimistic results. Answer for how work runs on a normal Tuesday, not on your best day.
If you need a scored benchmark with a documented peer group and a formal report, neither tool is the answer. Paid assessments from consultancies, or larger surveys such as AIBL Media's comparison against 755 UK business leaders, are closer to that brief.
Which one should you choose, and what should you ask AI afterwards?
Choose AI Rank for a Hong Kong business in one of its eight industries, especially when the owner prefers Chinese. Choose State of AI for an English-speaking team, a business outside those industries or when you want a written 30-day plan. For a client project, running both takes ten minutes and gives you two useful angles.
Whichever you take, the score is the start of the conversation. Turn it into a plan with a short prompt in ChatGPT, Claude or Gemini:
Try this prompt:
I run a [business type] in Hong Kong with [number] staff. I just took a free AI maturity check and scored [score or stage]. My answers showed that we still [list two or three things done manually, e.g. count stock by hand, answer WhatsApp enquiries manually].
Suggest the three highest-impact next steps for the next 30 days. For each one, give: the specific tool or feature, the estimated setup time, what it would cost per month in HKD if known (say "unknown" if not), and one risk to watch. Rank them by effort, lowest first. Do not recommend anything that needs a developer.
What is the bottom line?
Both tools are free, fast and worth five minutes. The State of AI assessment is the better-documented general check; UD AI Rank is the more practical local one for Hong Kong operators. Neither replaces an audit, but either can show you the next step, which is what most businesses are missing.
The real value is not the number itself but the honest look at how work actually gets done. We understand AI. We understand you better. With UD by your side, AI doesn't feel cold.
Reviewed by the UD AI team. Tool details verified on the live pages on 28 September 2026.
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