New Win Tec: 10 Days No Updates, AI Coverage Fell to 70%

New Win Tec Company Limited (LEEO vehicle tail lifts) launched its site leeo-hk.com on 15 August 2026, built by GNS AI. Since then we scan the same scope every week: 1 site, 3 aliases, 5 keywords.

This period was different. After late September, the site went about ten days without content updates (our own operations record). The report published today, 20 October 2026, measures those ten days.

This is the 6th progress update in the New Win Tec case (the 5th: 30 Sep, 95.7% coverage).

20 Oct: rank held, coverage shrank

Metric	30 Sep 2026	20 Oct 2026	Change
Coverage	95.7%	70%	Down 25.7 points
AI mention rank	#1.3	#1.4	Slightly worse
SOV (share of voice)	35.3%	25.9%	Down 9.4 points
Keywords cited	5 / 5	5 / 5	Unchanged

Period: 14–20 October 2026, 4 scans, 5 keywords.

In one line: the rank held, but the brand showed up less often.

The two metrics measure different things:

• AI mention rank #1.4: when the brand does appear in an AI answer, it averages position 1.4 (#1 is best). When it shows up, it is usually near the top.
• Coverage 70%: the brand appeared in about 7 out of every 10 scans.

So this is not "ranking worse". It is "appearing less".

All 5 keywords still cited, but each one moved differently

Keyword (Chinese query)	20 Oct coverage	20 Oct rank	30 Sep coverage	30 Sep rank
24-hour tail lift emergency repair	76%	#3	98%	#1.6
Tail lift four-piece kit, infrared, who does it	76%	#3.2	85%	#1.9
Tail lift installation, truck, Hong Kong, price	76%	#1.4	98%	#1.4
Tail lift repair quote, Hong Kong, free inspection	80%	#1.2	100%	#1.1
Which tail lift company is good	72%	#4.2	97%	#2.4

The report footer shows "5/5 different keywords cited". The top-ranked answer for every keyword was Google AI Overview.

Three observations, not conclusions:

• Price and quote queries held best: the price query stayed at #1.4 and the quote query at #1.2, with the smallest drops.
• Broad "which company" queries fell most: "which tail lift company is good" went from #2.4 to #4.2, and the emergency repair query from #1.6 to #3.
• All 5 keywords are still cited somewhere in the period. The AI still knows the brand; it just names it in a smaller share of answers.

Why the drop? Four possible factors, not an answer

We will not claim "ten days without updates caused this". At least four factors were present at the same time:

1. Content freshness: the site had no new content for about ten days. AI answers tend to favour recent pages with concrete details.
2. Competitors updated: rivals may have added new pages, prices or cases. Standing still changes your relative position.
3. Sampling variance: only 4 scans. AI answers differ slightly every time.
4. Search ads running: we started search ads in late September. Ads affect impressions, but do not directly change which site an AI answer cites.

Telling which factor matters most needs several more weeks of data on the same scope.

Four caveats

• Single case: one site's result does not represent every site.
• Small sample: 4 scans and 5 keywords cannot prove a long-term trend.
• No control group: we did not run a parallel "updated vs not updated" test.
• Different aggregation: the dashboard's 70% and #1.4 are roll-ups; the keyword table is per keyword. They should not be averaged against each other, so we publish both.

Our read: this change is worth watching, but it is not enough to draw a conclusion.

What we are doing now

We started updating leeo-hk.com today:

• Adding FAQ entries on pricing, servicing and the emergency repair process
• Adding new cases and real job photos
• Updating the pricing page so AI can extract concrete numbers
• Continuing the weekly scan on the same scope

The next update will look at the trend in 4–8 weeks, not a single week.

FAQ

What are the latest numbers?

For 14–20 October 2026, across 4 scans and 5 keywords: 70% coverage, #1.4 AI mention rank, 25.9% SOV, 5/5 keywords still cited. The 30 September figures were 95.7%, #1.3 and 35.3%.

Does this prove a site drops if it is not updated?

No. This is one observation: a single site, 4 scans, no control group, and search ads running in the same period. It is worth watching, not proof.

Coverage is 70% but all 5 keywords are still cited. How?

Cited means the brand appeared at least once during the period. Coverage is the share of individual scans where it appeared. Every keyword can be cited while the brand still shows up in only about 7 of 10 scans.

Why does the dashboard say 70% while the keyword table shows 72–80%?

They aggregate differently. The dashboard is the overall roll-up; the keyword table is per keyword. We publish both rather than forcing them into one number.

Earlier updates

• Update 1 (1 Sep 2026): first #1 AI recommendation for emergency tail lift repair
• Update 2 (4 Sep 2026): all 5 target questions covered by AI
• Update 3 (15 Sep 2026): AI mention rank up to #1.8, SOV 36.7%
• Update 4 (24 Sep 2026): 90.4% coverage, rank #1.4
• Update 5 (30 Sep 2026): 95.7% coverage, rank #1.3

How to verify

These figures come from the GNS-GEO report of 20 October 2026, using the same scope (1 site, 3 aliases, 5 keywords). You can check them yourself:

• Search "24小時尾板路面緊急維修": https://www.google.com/search?q=24%E5%B0%8F%E6%99%82%E5%B0%BE%E6%9D%BF%E8%B7%AF%E9%9D%A2%E7%B7%8A%E6%80%A5%E7%B6%AD%E4%BF%AE
• Search "升降尾板 安裝 貨車 香港 價錢": https://www.google.com/search?q=%E5%8D%87%E9%99%8D%E5%B0%BE%E6%9D%BF+%E5%AE%89%E8%A3%9D+%E8%B2%A8%E8%BB%8A+%E9%A6%99%E6%B8%AF+%E5%83%B9%E9%8C%A2
• Search "貨車車尾板邊間好": https://www.google.com/search?q=%E8%B2%A8%E8%BB%8A%E8%BB%8A%E5%B0%BE%E6%9D%BF%E9%82%8A%E9%96%93%E5%A5%BD

AI answers change over time and the numbers move. To tell a real drop from sampling noise, read why AI visibility reports fluctuate.

Summary

20 October 2026: 70% coverage, #1.4 AI mention rank, 25.9% SOV, 5/5 keywords still cited. The rank is still near the top, but the brand appears far less often than on 30 September.

Follow-up: we updated the content after 20 Oct, and coverage recovered to 99.6% in the next period (20–26 October).

We will publish the next set of numbers too, including the ones that do not look good. Want to know where your brand really stands in AI search? Start with a free AI visibility report.