Category: Technical Resources

When I asked AI for “Beijing IT operations company recommendations,” we weren’t in the results, and my first reaction was that our content wasn’t good enough. But after three rounds of control tests, it turned out not to be a content problem at all. This article lays out a three-layer diagnostic method: ① It doesn’t know you (missing entity) ② It knows you but didn’t retrieve you (many AIs are offline by default, so optimizing your website is completely useless here) ③ It retrieved you but didn’t choose you (no verifiable credentials or endorsements) — the three layers need completely different fixes, and getting the layer wrong wastes everything you do. Plus the most unexpected finding: B2B directory sites are still labeling the company under the “office equipment” industry using information from ten years ago, and AI is citing them.

In early August a test showed “AI recommended five IT outsourcing providers, and one of them wasn’t us.” We made three website improvements, and five days later a retest put us in the top recommended spot on one of the platforms — but the sample is too small to call it causation. This article covers four more useful things found during that testing process: three platforms can reach completely opposite conclusions on the same day; don’t just look at the answer, look at the cited sources (one feeds on directories, one on official websites, one on media coverage, which directly determines where you should invest); AI will tell you what it’s missing (a free diagnostic); and to get onto a recommendation list, you first need to get into someone else’s roundup article. Includes a three-layer × three-platform × monthly measurement method.

Before enabling automatic blocking on our website, we ran a monitoring-only mode that logged activity without actually blocking anything. Of the 30-plus IPs flagged as “should be blocked”, 4 turned out to be the real Googlebot. Turning blocking on would have been like punching ourselves in the SEO, and no alarm would have been raised. This article explains why rate-based blocking inevitably hits crawlers, a nearly zero-grey-area identifying trait (the 404 ratio: crawlers ≈0%, scanners 87% or more), the trap of a scanner whose domain contains “google”, the correct three steps for forward and reverse DNS verification, and a ten-minute monthly self-check for small and medium businesses.

A self-check last week revealed that our own website’s sitemap had been frozen 8 days behind, and not a single article published during that window made it in — yet publishing succeeded, pages loaded normally, and the submission API returned success. Nothing reported an error. This kind of silent failure is the hardest SEO problem to catch: no errors, no impact on visitors, and only a proactive check will surface it. This article explains how to self-check 5 categories of hidden failures (sitemap stopped updating / structured data not taking effect / blocked by noindex / cache inconsistency inside and outside / submission success is not indexing success), plus a fixed 10-minute monthly checklist.

Customers now ask AI before they come to you, and those few sentences from the AI are your new first impression. We put our own company through four types of AI queries: brand terms all came back correct, product pricing was cited inaccurately, scenario queries recommended us but spelled the company name with a homophone typo, and generic recommendation queries listed five vendors without mentioning us once. This article lays out the test results and the fixes for each of the four symptoms (not found / written wrong / misquoted / never appears), plus a five-minute self-check question list and a monthly review cadence.

SEO and GEO bring visitors in, but they turn around and leave without ever getting in touch — all your earlier effort goes to waste. This article covers the last link in the acquisition chain: website conversion rate optimization. Doubling your conversion rate is like doubling your traffic, but at almost zero cost. A step-by-step guide to stating your value in 3 seconds on the first screen, backing it up with enough trust signals, lowering the barrier to inquiry, avoiding pitfalls like slow load times and poor mobile experience, and how to run small tests and optimize with data.

You publish content, you get indexed, yet Doubao and DeepSeek still will not recommend you, while competitors keep getting mentioned. The latest research points to the biggest mistake: treating all AI as one thing to optimize for. This article covers advanced GEO for 2026: each AI favors different content sources (Doubao draws on ByteDance properties, Yuanbao on WeChat official accounts, Wenxin on Baijiahao), while Sohu, Netease and Toutiao serve as cross-platform foundations; leading with the answer and using checklist structures doubles citation rates; llms.txt still does not work; and how to bring in monitoring tools to measure results.

Installing cameras at your company: how many, where, what to buy, and can you watch remotely from your phone? Too few leaves blind spots, too many wastes money, and the wrong choice gives you blurry footage you cannot store. This guide covers how to plan camera positions around real needs, how to choose equipment (resolution, night vision, NVR storage, PoE), why remote viewing must never leave devices exposed on the public internet, and key points for installation and acceptance — no wasted money, no security blind spots.

It’s a shame to publish all that hard-won content on your own website alone — the same article posted in one place versus spread across many platforms can differ tenfold in reach. This article lays out the multi-platform approach: what each channel is good for (your website, WeChat Official Account, Zhihu, Baijiahao), why you can’t just copy and paste but must adapt one draft for each platform, and how to make it sustainable without extra effort — maximizing the search rankings and AI visibility you get from a single writing effort.

Employees suddenly cannot log in, the administrator password no longer works, unfamiliar accounts appear on the server — this is not a malfunction, it is a breach. When servers face brute-force attacks, changed passwords, and ransomware, what you do in the first few hours determines the scale of the loss. This article explains how to identify a breach, why you should isolate first instead of rushing to reinstall, where attackers get in, how to clean up and recover, and which defenses to put in place to prevent the next one.