{
    "license": "CC BY 4.0",
    "license_url": "https://creativecommons.org/licenses/by/4.0/",
    "attribution_url": "https://shakalakaa.my/resources/ai-overview-watch-singapore",
    "attribution_text": "Data by shakalakaa",
    "period": "2026-08",
    "market": "SG",
    "rows": [
        {
            "query": "google ads agency singapore",
            "impressions_28d_or_7d": 55,
            "position": 52.2,
            "intent_class": "commercial",
            "ai_overview_present": "unknown",
            "cites_shakalakaa": "unknown"
        },
        {
            "query": "aesthetic clinic marketing singapore",
            "impressions_28d_or_7d": 30,
            "position": 28.7,
            "intent_class": "commercial",
            "ai_overview_present": "unknown",
            "cites_shakalakaa": "unknown"
        },
        {
            "query": "ethical aesthetic practices singapore",
            "impressions_28d_or_7d": 30,
            "position": 28.7,
            "intent_class": "commercial",
            "ai_overview_present": "unknown",
            "cites_shakalakaa": "unknown"
        },
        {
            "query": "invisalign singapore cost",
            "impressions_28d_or_7d": 27,
            "position": 32.8,
            "intent_class": "cost",
            "ai_overview_present": "unknown",
            "cites_shakalakaa": "unknown"
        },
        {
            "query": "digital marketing jb",
            "impressions_28d_or_7d": 14,
            "position": 34.8,
            "intent_class": "commercial",
            "ai_overview_present": "unknown",
            "cites_shakalakaa": "unknown"
        },
        {
            "query": "google ads singapore",
            "impressions_28d_or_7d": 11,
            "position": 45.1,
            "intent_class": "commercial",
            "ai_overview_present": "unknown",
            "cites_shakalakaa": "unknown"
        },
        {
            "query": "digital marketing agency jb",
            "impressions_28d_or_7d": 6,
            "position": 35.5,
            "intent_class": "commercial",
            "ai_overview_present": "unknown",
            "cites_shakalakaa": "unknown"
        },
        {
            "query": "google ads marketing agency singapore",
            "impressions_28d_or_7d": 5,
            "position": 67.4,
            "intent_class": "commercial",
            "ai_overview_present": "unknown",
            "cites_shakalakaa": "unknown"
        },
        {
            "query": "google ads services singapore",
            "impressions_28d_or_7d": 5,
            "position": 66,
            "intent_class": "commercial",
            "ai_overview_present": "unknown",
            "cites_shakalakaa": "unknown"
        },
        {
            "query": "digital marketing agency in jb",
            "impressions_28d_or_7d": 3,
            "position": 29.3,
            "intent_class": "commercial",
            "ai_overview_present": "unknown",
            "cites_shakalakaa": "unknown"
        },
        {
            "query": "google ads management singapore",
            "impressions_28d_or_7d": 3,
            "position": 44.3,
            "intent_class": "commercial",
            "ai_overview_present": "unknown",
            "cites_shakalakaa": "unknown"
        },
        {
            "query": "google ads marketing singapore",
            "impressions_28d_or_7d": 3,
            "position": 53.7,
            "intent_class": "commercial",
            "ai_overview_present": "unknown",
            "cites_shakalakaa": "unknown"
        },
        {
            "query": "google adwords agency singapore",
            "impressions_28d_or_7d": 2,
            "position": 53,
            "intent_class": "commercial",
            "ai_overview_present": "unknown",
            "cites_shakalakaa": "unknown"
        },
        {
            "query": "google agency singapore",
            "impressions_28d_or_7d": 2,
            "position": 41.5,
            "intent_class": "commercial",
            "ai_overview_present": "unknown",
            "cites_shakalakaa": "unknown"
        },
        {
            "query": "google remarketing agency singapore",
            "impressions_28d_or_7d": 2,
            "position": 28.5,
            "intent_class": "commercial",
            "ai_overview_present": "unknown",
            "cites_shakalakaa": "unknown"
        },
        {
            "query": "aesthetics clinic marketing singapore",
            "impressions_28d_or_7d": 2,
            "position": 25,
            "intent_class": "commercial",
            "ai_overview_present": "unknown",
            "cites_shakalakaa": "unknown"
        },
        {
            "query": "dnc checker",
            "impressions_28d_or_7d": 1,
            "position": 17,
            "intent_class": "tool_or_regulatory",
            "ai_overview_present": "unknown",
            "cites_shakalakaa": "unknown"
        },
        {
            "query": "instagram ads cost singapore",
            "impressions_28d_or_7d": 1,
            "position": 10,
            "intent_class": "commercial",
            "ai_overview_present": "unknown",
            "cites_shakalakaa": "unknown"
        },
        {
            "query": "social media marketing agency singapore",
            "impressions_28d_or_7d": 1,
            "position": 6,
            "intent_class": "commercial",
            "ai_overview_present": "unknown",
            "cites_shakalakaa": "unknown"
        }
    ]
}