{
  "schema_version": 1,
  "version": "sydney-trades-v1",
  "client": "kavera",
  "domain": "kavera.com.au",
  "language": "en-AU",
  "market": "Sydney NSW Australia",
  "frozen_at": "2026-10-16T23:31:58+11:00",
  "selection_method": "Purposive, equal allocation of five prompts to ten trade categories. Multiple prompts can come from one thread. Localities and job details are taken from cited posts or comments; no brand names supplied. Sources establish consumer intent only. This is not a representative sample, query-volume estimate or set of 50 independent consumer questions.",
  "engines": [
    "chatgpt",
    "google-ai-mode",
    "google-ai-overview",
    "perplexity"
  ],
  "questions": [
    {
      "id": "Q001",
      "question": "Who can recommend a trustworthy plumber in Sydney?",
      "trade": "plumber",
      "region": "Sydney",
      "source_ids": [
        "P1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q002",
      "question": "Which plumbers would you recommend in North Sydney?",
      "trade": "plumber",
      "region": "North Sydney",
      "source_ids": [
        "P1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q003",
      "question": "Which plumbers in north-west Sydney charge reasonably for toilet repairs?",
      "trade": "plumber",
      "region": "North-west Sydney",
      "source_ids": [
        "P2"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q004",
      "question": "Who can clear a blocked bathroom drain in a Sydney unit?",
      "trade": "plumber",
      "region": "Sydney",
      "source_ids": [
        "P3"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q005",
      "question": "Who can repair an in-wall toilet cistern in north-west Sydney?",
      "trade": "plumber",
      "region": "North-west Sydney",
      "source_ids": [
        "P2"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q006",
      "question": "Can you recommend a reliable electrician in Sydney’s Inner West?",
      "trade": "electrician",
      "region": "Inner West",
      "source_ids": [
        "E1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q007",
      "question": "Which local electrician in West Ryde can replace a porch light?",
      "trade": "electrician",
      "region": "West Ryde",
      "source_ids": [
        "E2"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q008",
      "question": "Who can replace a power point at my home in West Ryde?",
      "trade": "electrician",
      "region": "West Ryde",
      "source_ids": [
        "E2"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q009",
      "question": "Which Sydney electrician can upgrade an old ceramic-fuse switchboard?",
      "trade": "electrician",
      "region": "Sydney",
      "source_ids": [
        "E3"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q010",
      "question": "Who can install a new circuit for an induction cooktop in Sydney?",
      "trade": "electrician",
      "region": "Sydney",
      "source_ids": [
        "E3"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q011",
      "question": "Can you recommend a builder for a home renovation in Sydney’s Inner West?",
      "trade": "builder",
      "region": "Inner West",
      "source_ids": [
        "B1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q012",
      "question": "Which builder can manage a full apartment renovation in inner Sydney?",
      "trade": "builder",
      "region": "Inner Sydney",
      "source_ids": [
        "B2"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q013",
      "question": "Who renovates older single-storey homes in southern Sydney?",
      "trade": "builder",
      "region": "Southern Sydney",
      "source_ids": [
        "B3"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q014",
      "question": "Which Northern Beaches builders handle a renovation from design to construction?",
      "trade": "builder",
      "region": "Northern Beaches",
      "source_ids": [
        "B4"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q015",
      "question": "Can you recommend a licensed bathroom renovator in Camden or Campbelltown?",
      "trade": "builder",
      "region": "Camden and Campbelltown",
      "source_ids": [
        "B5"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q016",
      "question": "Who can inspect a roof leak and quote for repairs in Sydney’s St George area?",
      "trade": "roofer",
      "region": "St George",
      "source_ids": [
        "R1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q017",
      "question": "Which St George roofers can investigate damp walls near a bathroom?",
      "trade": "roofer",
      "region": "St George",
      "source_ids": [
        "R1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q018",
      "question": "Who offers a thorough roof inspection report in Sydney’s St George area?",
      "trade": "roofer",
      "region": "St George",
      "source_ids": [
        "R1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q019",
      "question": "Can you recommend a roofer to replace terracotta tiles in the Sutherland Shire?",
      "trade": "roofer",
      "region": "Sutherland Shire",
      "source_ids": [
        "R2"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q020",
      "question": "Which roofers use thermal imaging to investigate leaks in the St George area?",
      "trade": "roofer",
      "region": "St George",
      "source_ids": [
        "R1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q021",
      "question": "Can you recommend a reliable house painter in Sydney?",
      "trade": "painter",
      "region": "Sydney",
      "source_ids": [
        "T1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q022",
      "question": "Who can quote to paint the inside of a brick house in Sydney?",
      "trade": "painter",
      "region": "Sydney",
      "source_ids": [
        "T1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q023",
      "question": "Which Sydney painters handle exterior brick house painting?",
      "trade": "painter",
      "region": "Sydney",
      "source_ids": [
        "T1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q024",
      "question": "Who offers reasonably priced interior and exterior house painting in Sydney?",
      "trade": "painter",
      "region": "Sydney",
      "source_ids": [
        "T1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q025",
      "question": "Can you recommend someone for skirting boards and painting in Sydney?",
      "trade": "painter",
      "region": "Sydney",
      "source_ids": [
        "T1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q026",
      "question": "Can you recommend a structural landscaper in southern Sydney?",
      "trade": "landscaper",
      "region": "Southern Sydney",
      "source_ids": [
        "L1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q027",
      "question": "Who can build a garden retaining wall in southern Sydney?",
      "trade": "landscaper",
      "region": "Southern Sydney",
      "source_ids": [
        "L1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q028",
      "question": "Which southern Sydney landscapers can build garden beds and do concreting?",
      "trade": "landscaper",
      "region": "Southern Sydney",
      "source_ids": [
        "L1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q029",
      "question": "Who can help plan a small sunny garden in Sydney?",
      "trade": "landscaper",
      "region": "Sydney",
      "source_ids": [
        "L2"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q030",
      "question": "Can you recommend a garden consultant in Sydney?",
      "trade": "landscaper",
      "region": "Sydney",
      "source_ids": [
        "L2"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q031",
      "question": "Which air conditioning company can quote for a split system in Sydney’s Inner West?",
      "trade": "air conditioning",
      "region": "Inner West",
      "source_ids": [
        "A1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q032",
      "question": "Who installs owner-supplied air conditioners in Sydney’s Eastern Suburbs?",
      "trade": "air conditioning",
      "region": "Eastern Suburbs",
      "source_ids": [
        "A2"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q033",
      "question": "Can you recommend a ducted air conditioning installer around Maroubra or Pagewood?",
      "trade": "air conditioning",
      "region": "Maroubra and Pagewood",
      "source_ids": [
        "A3"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q034",
      "question": "Who supplies and installs reverse-cycle split systems in western Sydney?",
      "trade": "air conditioning",
      "region": "Western Sydney",
      "source_ids": [
        "A4"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q035",
      "question": "Which air conditioning installer would you recommend for a major renovation in the Inner West?",
      "trade": "air conditioning",
      "region": "Inner West",
      "source_ids": [
        "A5"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q036",
      "question": "Can you recommend a pest controller in Canterbury in Sydney?",
      "trade": "pest control",
      "region": "Canterbury",
      "source_ids": [
        "X1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q037",
      "question": "Who treats cockroaches around a kitchen rangehood in Sydney’s Inner West?",
      "trade": "pest control",
      "region": "Inner West",
      "source_ids": [
        "X1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q038",
      "question": "Which Sydney pest control company treats German cockroaches in apartments?",
      "trade": "pest control",
      "region": "Sydney",
      "source_ids": [
        "X2"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q039",
      "question": "Can you recommend a Sydney pest controller who can work safely around a pet rabbit?",
      "trade": "pest control",
      "region": "Sydney",
      "source_ids": [
        "X3"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q040",
      "question": "Who can treat a persistent cockroach infestation in a Sydney unit after baits have failed?",
      "trade": "pest control",
      "region": "Sydney",
      "source_ids": [
        "X2"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q041",
      "question": "Can you recommend a trustworthy locksmith in Canterbury in Sydney?",
      "trade": "locksmith",
      "region": "Canterbury",
      "source_ids": [
        "K1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q042",
      "question": "Who can change the locks when I move into a property in Canterbury?",
      "trade": "locksmith",
      "region": "Canterbury",
      "source_ids": [
        "K1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q043",
      "question": "Which mobile locksmiths service Sydney’s Inner West?",
      "trade": "locksmith",
      "region": "Inner West",
      "source_ids": [
        "K1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q044",
      "question": "Can you recommend a locksmith to rekey house locks in Campsie?",
      "trade": "locksmith",
      "region": "Campsie",
      "source_ids": [
        "K1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q045",
      "question": "Who can help when I am locked out of my home in Annandale?",
      "trade": "locksmith",
      "region": "Annandale",
      "source_ids": [
        "K1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q046",
      "question": "Can you recommend a carpenter to inspect a damaged roof in south-west Sydney?",
      "trade": "carpenter",
      "region": "South-west Sydney",
      "source_ids": [
        "C1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q047",
      "question": "Who can investigate sagging garage ceilings in south-west Sydney?",
      "trade": "carpenter",
      "region": "South-west Sydney",
      "source_ids": [
        "C1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q048",
      "question": "Who can build a small pergola on an apartment balcony in southern Sydney?",
      "trade": "carpenter",
      "region": "Southern Sydney",
      "source_ids": [
        "C2"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q049",
      "question": "Can you recommend a southern Sydney installer for an aluminium pergola with a PVC roof?",
      "trade": "carpenter",
      "region": "Southern Sydney",
      "source_ids": [
        "C2"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    },
    {
      "id": "Q050",
      "question": "Which Sydney carpenters can replace skirting boards and handle the painting?",
      "trade": "carpenter",
      "region": "Sydney",
      "source_ids": [
        "T1"
      ],
      "wording": "researcher-normalised from source intent and household job",
      "type": "discovery"
    }
  ],
  "sources": {
    "P1": {
      "publisher": "Reddit",
      "title": "Finding a trustworthy plumber",
      "url": "https://www.reddit.com/r/sydney/comments/18i5awv",
      "observed_excerpt": "How would you find a trustworthy plumber in Sydney?",
      "source_date": "2023-12-14",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "P2": {
      "publisher": "Reddit",
      "title": "Reasonable plumber pricing in Sydney",
      "url": "https://www.reddit.com/r/sydney/comments/1ioe6hv",
      "observed_excerpt": "plumber recommendations in the North-Western Suburbs of Sydney with reasonable pricing",
      "source_date": "2025-02-13",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "P3": {
      "publisher": "Reddit",
      "title": "Blocked drain at a Sydney home",
      "url": "https://www.reddit.com/r/sydney/comments/ogrld3",
      "observed_excerpt": "we had a blocked drain in the bathroom/laundry",
      "source_date": "2021-07-09",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "E1": {
      "publisher": "Reddit",
      "title": "Electrician recommendations in the Inner West",
      "url": "https://www.reddit.com/r/sydney/comments/196zdns",
      "observed_excerpt": "Inner West ish",
      "source_date": "2024-01-15",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "E2": {
      "publisher": "Reddit",
      "title": "Electrician in Ryde and West Ryde",
      "url": "https://www.reddit.com/r/sydney/comments/1gkqymm",
      "observed_excerpt": "a broken front porch light to get replaced and a double socket to replace",
      "source_date": "2024-11-06",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "E3": {
      "publisher": "Reddit",
      "title": "Electricians for a Sydney renovation",
      "url": "https://www.reddit.com/r/AusRenovation/comments/1q5fuj4/recommendations_for_good_electricians_in_sydney/",
      "observed_excerpt": "the switchboard is a joke with ceramic fuses, and I want to run a new 32A circuit for an induction cooktop",
      "source_date": "2026-01-06",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "B1": {
      "publisher": "Whirlpool",
      "title": "Renovation Sydney recommendations",
      "url": "https://forums.whirlpool.net.au/archive/2493926",
      "observed_excerpt": "renovations in Sydney Inner West",
      "source_date": "2016-01-24",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "B2": {
      "publisher": "Whirlpool",
      "title": "Unit renovation builder in Sydney",
      "url": "https://forums.whirlpool.net.au/archive/2448748",
      "observed_excerpt": "recommend a builder who can manage the whole process",
      "source_date": "2015",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "B3": {
      "publisher": "Whirlpool",
      "title": "Home renovation in Sydney South",
      "url": "https://forums.whirlpool.net.au/archive/9xkzw643",
      "observed_excerpt": "recommend a good home renovationist in Sydney",
      "source_date": "2020",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "B4": {
      "publisher": "Whirlpool",
      "title": "Northern Beaches design and construction",
      "url": "https://forums.whirlpool.net.au/archive/2428505",
      "observed_excerpt": "recommendations on other builders in the northern beaches",
      "source_date": "2015",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "B5": {
      "publisher": "Whirlpool",
      "title": "Bathroom renovators in south-west Sydney",
      "url": "https://forums.whirlpool.net.au/archive/2043431",
      "observed_excerpt": "builder in Camden/Campbelltown area",
      "source_date": "2013",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "R1": {
      "publisher": "Reddit",
      "title": "Roofer inspection and quotation in St George",
      "url": "https://www.reddit.com/r/AusRenovation/comments/1q2knts/recommended_roofer_for_inspection_quotation/",
      "observed_excerpt": "Looking for a reputable roofer in Sydney who can do an inspection and quote.",
      "source_date": "2026-01-03",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "R2": {
      "publisher": "Reddit",
      "title": "Sydney terracotta roof tile replacement",
      "url": "https://www.reddit.com/r/AusRenovation/comments/179ncl4/sydney_terracotta_roof_tile_replacement/",
      "observed_excerpt": "a trustworthy roofer to replace our terracotta roof tiles",
      "source_date": "2023-10-17",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "T1": {
      "publisher": "Reddit",
      "title": "Painter recommendations for a Sydney brick house",
      "url": "https://www.reddit.com/r/AusRenovation/comments/1hzhnhc/painter_recommendations/",
      "observed_excerpt": "painters to quote on painting the inside and outside of mums brick house",
      "source_date": "2025-01-12",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "L1": {
      "publisher": "Reddit",
      "title": "Structural landscaper in southern Sydney",
      "url": "https://www.reddit.com/r/sydney/comments/10hfyrb",
      "observed_excerpt": "We need a retaining wall built and maybe some garden beds and concrete",
      "source_date": "2023-01-21",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "L2": {
      "publisher": "Reddit",
      "title": "Garden planning in Sydney",
      "url": "https://www.reddit.com/r/sydney/comments/sky52v",
      "observed_excerpt": "Is there such thing as a garden consultant that I can hire to help plan out my garden?",
      "source_date": "2022-02-05",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "A1": {
      "publisher": "Whirlpool",
      "title": "Air conditioning quote in the Inner West",
      "url": "https://forums.whirlpool.net.au/archive/95pnlwmn",
      "observed_excerpt": "quote for a split system in the inner west",
      "source_date": "2021",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "A2": {
      "publisher": "Whirlpool",
      "title": "Air conditioning installation in eastern Sydney",
      "url": "https://forums.whirlpool.net.au/archive/37xvv2m9",
      "observed_excerpt": "good installer in Sydney/Eastern Suburbs that will do INSTALLATION ONLY",
      "source_date": "2020",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "A3": {
      "publisher": "Whirlpool",
      "title": "Air conditioning installation in Sydney",
      "url": "https://forums.whirlpool.net.au/archive/2583936",
      "observed_excerpt": "ducted A/C installers for South/East Sydney (Maroubra/Pagewood area)",
      "source_date": "2016",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "A4": {
      "publisher": "Whirlpool",
      "title": "Air conditioning in western Sydney",
      "url": "https://forums.whirlpool.net.au/archive/1736554",
      "observed_excerpt": "supply and fit of reverse split AC in Sydney",
      "source_date": "2011",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "A5": {
      "publisher": "Whirlpool",
      "title": "Air conditioning for an Inner West renovation",
      "url": "https://forums.whirlpool.net.au/thread/9ln5y2x9",
      "observed_excerpt": "major renovation in the inner west",
      "source_date": "2019",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "X1": {
      "publisher": "Reddit",
      "title": "Pest control recommendations in Canterbury",
      "url": "https://www.reddit.com/r/sydney/comments/1tpw40k/pest_control_recs/",
      "observed_excerpt": "pest control recs for inner west/Canterbury area of Sydney",
      "source_date": "2026-05-28",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "X2": {
      "publisher": "Reddit",
      "title": "German cockroach exterminator request",
      "url": "https://www.reddit.com/r/sydney/comments/zhdcgc",
      "observed_excerpt": "I live in an apartment on a second floor and recently (3 months now) got invaded by German roaches.",
      "source_date": "2022-12-10",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "X3": {
      "publisher": "Reddit",
      "title": "Sydney pest control around pet rabbits",
      "url": "https://www.reddit.com/r/Rabbits/comments/1v9q605/sydney_owners_pest_control/",
      "observed_excerpt": "Does anybody have recommendations of a service they’ve used and are definitely pet safe",
      "source_date": "2026-08",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "K1": {
      "publisher": "Reddit",
      "title": "Locksmith recommendations for the inner south west",
      "url": "https://www.reddit.com/r/sydney/comments/1wsakbz/locksmith_recommendations_for_the_inner_south_west/",
      "observed_excerpt": "Does anyone know of any trustworthy locksmiths in the area that they can recommend?",
      "source_date": "2026-09-28",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "C1": {
      "publisher": "Reddit",
      "title": "Carpenter and building recommendations",
      "url": "https://www.reddit.com/r/AusRenovation/comments/1l4el68",
      "observed_excerpt": "recommendations for a carpenter/builder to look at a damaged roof in south west Sydney",
      "source_date": "2025-06-06",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    },
    "C2": {
      "publisher": "Reddit",
      "title": "Pergola installer in southern Sydney",
      "url": "https://www.reddit.com/r/AusRenovation/comments/1c3ox26/sydney_pergola_apartment_recommendations/",
      "observed_excerpt": "someone able to build a small, relatively simple pergola on my 2nd floor apartment in southern Sydney",
      "source_date": "2024-04-14",
      "accessed": "2026-10-16",
      "evidence_level": "web search result or returned thread text",
      "used_for": "question intent only; no supplier recommendation or service claim"
    }
  }
}