Most Malaysian business owners look at Google Ads the same way: total spend, total clicks, total leads. Those three numbers tell you whether the month was good. They never tell you where the money went.
The search terms report does. It lists the actual phrases people typed before your ad appeared — not the keywords you added, but the searches Google decided were close enough. That gap is where budget leaks. You bid on “aircon service Klang”; Google served you on “aircon technician job vacancy”. Both cost the same per click. Only one can become a customer.
This guide covers what the report shows, which clicks drain the most money in Malaysian accounts, what to do with a bad term, and how much data Google still hands over. Four datasets from ZenWeb-managed accounts sit underneath it. If you’re weighing whether to run this in-house, our breakdown of what an SEM agency actually does pairs well with it, and ZenWeb runs this weekly for over 500 clients.
Before the detail, here’s a practitioner walking through the report inside a live account.
Source video: How To Analyze The Search Terms Report In Google Ads on YouTube
Quick Answer: The search terms report lists the real searches that triggered your ads, with clicks, cost and conversions beside each one. It sits under Campaigns → Insights and reports → Search terms. It does not show every search — low-volume queries are withheld. Our Google Ads management service reads this report weekly for every account.
A keyword is what you told Google you want. A search term is what a person actually typed. Google’s documentation on the search terms report is explicit that the two differ, and that the report exists to show the distance between them.
Three columns carry most of the value:
Google’s rules on close variants mean plurals, misspellings, abbreviations and same-meaning phrasings all count as matches. That’s why an exact match keyword still brings in searches you never wrote down, a behaviour we cover in detail in broad match vs exact match.
What it hides matters just as much. Searches too few people made are withheld and rolled into an “other search terms” line: you see the cost, not the query. Google offers search terms insights as a partial substitute, grouping hidden queries into themes without exposing them. Useful for direction, useless for writing negatives.
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Quick Answer: Job and career searches are the single biggest drain in Malaysian Search accounts, taking roughly a quarter of all wasted spend. Free, DIY and template searches come second. Together with adjacent services you don’t sell, those three categories account for about 60% of wasted budget — and every one of them is fixable with negatives, as our guide to lowering your cost per click explains.
“Wasted” here means spend on search terms that could never have produced a customer, judged by a human reading the term. Not low-converting terms — impossible ones. The table below breaks that spend into categories across ZenWeb-managed Malaysian Search accounts.
| Waste category | Share of wasted spend | Usual fix |
|---|---|---|
| Jobs and careers | 24% | Phrase negatives: job, vacancy, kerja, hiring, gaji, salary, intern |
| Free, DIY and templates | 19% | Phrase negatives: free, percuma, DIY, template, sendiri |
| Adjacent service you don’t sell | 17% | Tighten match types; ad-group-level negatives |
| Competitor and brand names | 14% | Decide deliberately, then block or isolate |
| Wrong location | 11% | City-name negatives plus Presence-only targeting |
| Courses and “how to become” | 9% | Phrase negatives: course, kursus, training, how to become |
| Everything else | 6% | One-off negatives, reviewed weekly |
Source: ZenWeb client sample, 500+ Malaysian SME accounts, 2024–2026. Licence.
The pattern is predictable. Job seekers search the same phrases your customers do, minus one word. “Interior design job KL” and “interior design KL” are one token apart, and Google’s matching treats that gap as narrow. Free-seekers behave the same way: “free quotation” and “quotation” share almost all their meaning to a matching engine, and none of it to your bank account.
Roughly a quarter of wasted Malaysian search spend goes to people looking for a job at your company, not a quotation from it.
One caveat: a term with no conversions is not automatically waste. It may be a genuine buyer who landed on a weak page. Check whether your landing pages are the real problem before cutting a relevant term.
Quick Answer: Sort by cost, decide whether the term is irrelevant or just badly served, then add irrelevant ones as phrase-match negatives at the right level — shared list for whole categories, ad group for near-misses. Google adds negatives as exact match by default, which catches one phrasing and misses the rest. Our guide to building a negative keyword list covers the structure.
This is the weekly routine we run on managed accounts. It takes about fifteen minutes once the shared lists exist.
Two mistakes cost more than the terms themselves. The first is blocking a word that also appears in buying searches — “cheap” as a broad negative removes “cheap dental crown Puchong”, a real patient. The second is doing this by hand when a script could flag the outliers; see Google Ads scripts that automate the checks you always miss. And if the same terms keep returning after you’ve added negatives, the cause is upstream — usually match type or campaign structure, as why irrelevant search terms keep appearing explains.
Quick Answer: Less than it used to. Across ZenWeb-managed Malaysian Search accounts, the share of clicks with a named search term has fallen from about 71% in 2021 to roughly 60% in 2026. The rest sits in “other search terms” — real spend, no query attached. Watching search impression share alongside it helps fill the gap.
Google withholds search terms that too few people searched, on privacy grounds. That’s a defensible reason and an inconvenient outcome: you pay for a click you can’t name, and you can’t write a negative for a phrase you can’t read.
| Share of clicks | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 |
|---|---|---|---|---|---|---|
| Search term visible | 71% | 68% | 65% | 63% | 61% | 60% |
| “Other search terms” | 29% | 32% | 35% | 37% | 39% | 40% |
Source: ZenWeb-managed Malaysian search accounts, 2021–2026. Licence.
Two consequences follow. The visible 60% is a sample, so treat category patterns as more reliable than any single term. And broad match makes the hidden share worse, because it reaches further into long-tail queries, which are exactly the ones that fall below the visibility threshold.
The workaround is structural rather than clever: tighter match types where waste hurts most, shared negative lists that block categories rather than phrases, and acceptance that part of every account is unreadable. Advertisers running Microsoft’s network often find its equivalent report more generous, which is worth weighing if you’re considering Microsoft Advertising in Malaysia.
Quick Answer: Malaysians search in two or three languages at once, often in the same sentence. That means an English-only negative list blocks half the waste. “Free” needs “percuma”, “job” needs “kerja”, “price” needs “harga”. Agencies that skip this leave a permanent leak, which is one of the things to test when judging an SEM agency shortlist.
Most negative keyword advice online is written for single-language markets, and it transfers badly here. A Malaysian search routinely mixes English, Malay and sometimes Chinese in one query — “aircon service murah Shah Alam” is a normal thing to type, and no English-only negative list touches it.
Three local patterns show up repeatedly in the search terms report:
Service businesses appearing in Google’s local formats see the same query arrive through two routes at different prices. Worth understanding before you block anything, as Google Local Services Ads for Malaysian SMEs explains.
Want this run properly every week?
Weekly search-term reviews in both languages are standard on every ZenWeb search account, not an upsell. See what a search package covers →
Quick Answer: Weekly. In ZenWeb-managed accounts, weekly search-term reviews sit at around 8% wasted spend, while quarterly reviews sit near 27% and unreviewed accounts near 34%. The cost per lead moves with it. Pair the habit with sensible budget pacing and the two compound.
Frequency matters more than thoroughness. A fifteen-minute weekly scan catches a bad term after a handful of clicks. A thorough quarterly audit catches the same term three months later, after it has spent the money.
| Review cadence | Wasted spend | Share | Avg CPL |
|---|---|---|---|
| Weekly | 8% | RM 62 | |
| Fortnightly | 12% | RM 71 | |
| Monthly | 18% | RM 84 | |
| Quarterly | 27% | RM 108 | |
| Never | 34% | RM 129 |
Source: ZenWeb client sample, 500+ Malaysian SME accounts, 2024–2026. Licence.
The gap between weekly and quarterly is roughly RM 46 per lead. On an account producing 40 leads a month, that’s about RM 1,840 of difference bought with an hour of attention. It is the honest argument for management fees, and the honest argument against paying one to somebody who does this quarterly.
If you’ve never done this properly, run a one-off clean-up before setting the weekly habit. Our 12-point Google Ads audit sequences the checks so you fix structure before terms.
Quick Answer: The search terms report tells you what people searched, never why they didn’t buy. It can’t see your ad copy, your page, your response time or your pricing. A term with clicks and no conversions may be a matching problem or a conversion problem, and the report can’t distinguish them — which is why ad assets and extensions belong in the same review.
This is the limit most owners hit in month two. They clean the report, wasted spend drops, and the lead count barely moves. The waste was real, but it wasn’t the binding constraint.
Three things sit outside the report entirely:
The practical rule: use the report to decide what you’re paying for, and use conversion data plus your own sales records to judge whether the traffic was any good. Confusing the two is how relevant keywords get cut.
Quick Answer: It varies sharply. Tuition centres lose most to job seekers, aircon and interior-design accounts lose most to free and DIY searches, and dental accounts lose most to adjacent treatments they don’t offer. Building a negative list from your own industry’s pattern beats copying a generic one, and it feeds directly into landing page optimisation.
The table below shows how wasted spend distributes within six Malaysian verticals. Read across each row: the dominant column is where that industry’s negative list should start.
| Industry | Jobs | Free / DIY | Wrong service | Competitor brand |
|---|---|---|---|---|
| Dental clinic | 18% | 9% | 31% | 22% |
| Legal firm | 21% | 26% | 19% | 12% |
| Aircon service | 15% | 34% | 24% | 11% |
| Tuition centre | 33% | 14% | 17% | 15% |
| Property agency | 27% | 11% | 22% | 24% |
| Interior design | 12% | 29% | 26% | 18% |
Source: ZenWeb client sample, 500+ Malaysian SME accounts, 2024–2026. Remainder is location and long-tail noise. Licence.
Two rows deserve comment. Tuition centres lose a third of their wasted budget to job seekers, because “tuition teacher” reads identically to a matching engine whether a parent or a graduate types it. Dental accounts lose most to adjacent treatments — a general practice paying for implant and orthodontic searches it doesn’t handle. That fix isn’t a negative list, it’s tighter ad groups, which also lifts Quality Score.
Quick Answer: Open the search terms report weekly, sort by cost, block irrelevant terms as phrase-match negatives in both English and Malay, and promote the converting ones into their own keywords. That routine takes fifteen minutes and is the single highest-return habit in Google Ads management.
The report doesn’t reward cleverness. It rewards attention. Accounts looked at every week waste roughly 8% of spend; accounts that aren’t waste over four times that, and pay about twice as much per lead for the privilege.
Google shows less of this data than it used to, and that trend is unlikely to reverse. Structure, tight match types and bilingual category negatives are the parts you still control. If you’d rather someone else held the habit, how you split branded and non-branded spend is a good next question for any agency you’re considering.
Ready to stop paying for clicks that can’t convert?
Book a free 30-minute strategy session. We’ll read your search terms report with you, show you exactly where the budget is leaking, and give you a concrete 90-day plan with realistic CPL and lead targets.
Select Campaigns in the left navigation panel, then open Search terms under the “Insights and reports” sub-menu. Switch on the “Keyword” column under Columns → Attributes to see which keyword matched each search. From there you can tick terms and add them as keywords or negative keywords.
Google withholds terms that weren’t searched by enough people, on privacy grounds, and groups them into an “other search terms” line. In ZenWeb-managed Malaysian accounts, roughly 40% of clicks now arrive without a readable query. Broad match makes this worse, because it reaches further into long-tail searches that fall below the threshold.
Weekly, for about fifteen minutes. Weekly reviews sit near 8% wasted spend in ZenWeb-managed accounts, against 27% for quarterly reviews and 34% for accounts nobody checks. Cadence matters more than depth — a quick weekly scan catches a bad term after a few clicks instead of three months of them.
No. Block categories rather than one-off phrases, and check the word you’re blocking doesn’t also appear in genuine buying searches. Google adds negatives as exact match by default, so switch them to phrase match to catch variations. Keep category blocks like job and free words in a shared list applied to every campaign.
Yes. Performance Max search terms now appear in the standard search terms report, and Google’s documentation on the search terms report in Performance Max covers the differences. The data is less granular than Search campaigns, and account-level negative keyword lists are the main control you have over it.
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