AI Overview validation · Helpling Singapore · May 2026

Live Singapore SERP test on top 10 March-impression queries via DataForSEO. Reproducible methodology.
7 / 10
queries trigger AI Overviews
Verified live on Singapore SERP, May 5, 2026
88.6%
of impression volume on AIO queries
703K of 793K tested impressions
5 of 7
AI Overviews cite Helpling directly
As a reference source inside the AI summary
# Query Mar imp AI Overview Other SERP feature Helpling cited?
1 how to clean a carpet 374,156 Yes 3+ refs
2 how to clean bathroom 227,718 Yes cited
3 best window cleaning tips 53,063 No Video carousel above organic
4 how to clean leather couch 30,237 Yes 3+ refs
5 how to remove food stains 28,162 Yes
6 how to repair leaky pipe 27,036 No Featured snippet (Lowe's)
7 how to clean windows 26,434 Yes
8 how to fix air conditioner 11,791 Yes cited
9 how to clean washing machine 5,517 Yes 2+ refs
10 house cleaning service 10,435 No Local Pack above organic

Sample of Helpling-cited AI Overview · "how to clean a carpet"

★ AI Overview snippet · live SG SERP, May 5, 2026
"how to clean a carpet"
"To clean carpet effectively, thoroughly vacuum in multiple directions to remove loose dirt, then pre-treat stains with a suitable cleaner. Use a carpet cleaning machine or a mix of mild detergent and warm water to scrub, followed by a water-only rinse to remove soap residue. Finally, speed up drying with fans or open windows, ensuring the carpet is completely dry to prevent odors."
Cited references inside the AI Overview:
Helpling Singapore (helpling.com.sg) YouTube (Bunnings Warehouse) Chem-Dry Singapore Helpling Singapore (clean-carpet-easy-cheap) YouTube (Clean That Up) KungFu Helper Dyson Singapore

What this means

March's 2.26M impressions are explained by two stacked drivers: (1) Helpling's content sprint expanded ranking into long-tail informational queries that carry massive impression volume but compressed CTR, and (2) the Singapore SERP for those informational queries now triggers AI Overviews that answer the query without sending a click. 88.6% of tested March impression volume sits on AI-Overview-triggering queries. The remaining 11% sits on queries with other CTR-compressing surfaces (video carousel, featured snippet, Local Pack), so the click-compression pattern is consistent across all top queries. Helpling is cited as a source inside the AI Overview on at least 5 of the 7 AIO queries tested, which is the AEO win we are building toward.

Method: DataForSEO live SERP, location_name = Singapore, language_code = en Tested: May 5, 2026 Sample: Top 10 non-branded queries by March 2026 GSC impressions Coverage: 793K of 1.12M top-30 impressions
Prepared by TheProjectSEO · Reproducible from clients/helpling-sg/data-analysis/exports/top30-mar-nonbranded.json + DataForSEO live SERP API.