{
  "name": "AI receptionist and call-answering statistics, verified",
  "url": "https://www.paramountexposure.com/research/ai-receptionist-statistics",
  "json": "https://www.paramountexposure.com/research/ai-receptionist-statistics.json",
  "publisher": {
    "name": "Paramount Exposure",
    "url": "https://www.paramountexposure.com",
    "disclosure": "Paramount Exposure sells an AI lead responder and is a vendor in this market. No figure on this page was measured by Paramount Exposure."
  },
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "citation": "Paramount Exposure (2026). AI receptionist and call-answering statistics, verified. https://www.paramountexposure.com/research/ai-receptionist-statistics (last verified 2026-10-09).",
  "lastVerified": "2026-10-09",
  "temporalCoverage": "2023/2026",
  "method": "Every verified row was re-fetched from its primary source on the retrieval date and the quoted figure is the one the source prints. Figures that could not be confirmed in a primary document are listed under `unverified` with the furthest point the trail reached. Rows already tabulated on /blog/speed-to-lead-statistics are excluded.",
  "counts": {
    "verified": 30,
    "unverified": 6,
    "sources": 11
  },
  "verified": [
    {
      "id": "law-leaders-2025-unanswered",
      "category": "call-answering",
      "statistic": "34.8% of 1,200 calls placed to small and mid-sized U.S. law firms during business hours went completely unanswered.",
      "quote": "35% (34.8% to be exact) went completely unanswered",
      "year": 2025,
      "sample": "1,200 calls placed over four weeks, 10 a.m.–4 p.m. local time, to publicly listed numbers of small and mid-sized U.S. law firms. The number of firms and the definition of 'unanswered' are not described.",
      "source": {
        "publisher": "LegalNavigator.ai (a Law Leaders service)",
        "title": "Silent Lines: New Study Shows 35% of Calls to Law Firms Now Go Unanswered",
        "url": "https://www.legalnavigator.ai/post/silent-lines-new-study-shows-35-of-calls-to-law-firms-now-go-unanswered",
        "published": "2025-08-11"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published. The publisher sells AI intake for law firms; no voicemail-vs-no-answer split is given, so the figure cannot be compared directly with Clio's 2024 answer rate."
    },
    {
      "id": "zenoti-2025-calls-unanswered",
      "category": "call-answering",
      "statistic": "37% of all calls to salons, spas and medspas go unanswered, according to Zenoti platform data.",
      "quote": "Zenoti industry data shows that 37% of all calls go unanswered",
      "year": 2025,
      "sample": "Zenoti industry data from its platform, labelled 'Zenoti data from HyperConnect and AI Receptionist customers, 2025'; no location count, period or definition of 'unanswered' is stated.",
      "source": {
        "publisher": "Zenoti (The Check-In)",
        "title": "From missed calls to more clients: The ROI of AI receptionists for wellness brands",
        "url": "https://www.zenoti.com/thecheckin/ai-receptionist-roi",
        "published": "2025-12-06"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published. Platform data without a stated sample; Zenoti sells the AI receptionist the article promotes. Zenoti's April 2026 FAQ repeats the figure without attribution; cite the December 2025 article."
    },
    {
      "id": "zenoti-2025-missed-calls-business-hours",
      "category": "call-answering",
      "statistic": "82% of missed calls to salons, spas and medspas happen during business hours, not after hours.",
      "quote": "82% of those missed calls happen during business hours",
      "year": 2025,
      "sample": "Zenoti industry data from its platform; no location count, period or definition of 'missed' is stated.",
      "source": {
        "publisher": "Zenoti (The Check-In)",
        "title": "From missed calls to more clients: The ROI of AI receptionists for wellness brands",
        "url": "https://www.zenoti.com/thecheckin/ai-receptionist-roi",
        "published": "2025-12-06"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published. Platform data without a stated sample; Zenoti sells the AI receptionist the article promotes."
    },
    {
      "id": "zenoti-2025-voicemail-message",
      "category": "call-answering",
      "statistic": "Only 24% of callers who reach a salon or spa voicemail leave a message.",
      "quote": "Only 24% choose to leave a message",
      "year": 2025,
      "sample": "Zenoti data from HyperConnect and AI Receptionist customers, 2025; no call count stated.",
      "source": {
        "publisher": "Zenoti (The Check-In)",
        "title": "From missed calls to more clients: The ROI of AI receptionists for wellness brands",
        "url": "https://www.zenoti.com/thecheckin/ai-receptionist-roi",
        "published": "2025-12-06"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published. The publisher sells a product that benefits from the finding; treat it as a vendor-produced figure."
    },
    {
      "id": "zenoti-2025-phone-bookings",
      "category": "call-answering",
      "statistic": "57% of salon and spa guests still book by phone.",
      "quote": "57% of guests still book via phone",
      "year": 2025,
      "sample": "Stated by a Zenoti product marketing manager in the article; no survey or platform sample is attached to the figure.",
      "source": {
        "publisher": "Zenoti (The Check-In)",
        "title": "From missed calls to more clients: The ROI of AI receptionists for wellness brands",
        "url": "https://www.zenoti.com/thecheckin/ai-receptionist-roi",
        "published": "2025-12-06"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published, but the figure is an attributed statement without a stated sample. Cite it as Zenoti's claim, not as a measurement."
    },
    {
      "id": "ruby-2023-lead-calls",
      "category": "call-answering",
      "statistic": "The share of small-business phone calls that are sales leads rose 9.6% between 2019 and 2022.",
      "quote": "a 9.6% increase between 2019 and 2022 alone",
      "year": 2023,
      "sample": "62,210,820 calls answered by Ruby's receptionists for its U.S. small-business customers, 1 January 2018 – 31 December 2022; immediate hang-ups, fax tones and unconnectable calls excluded.",
      "source": {
        "publisher": "Ruby",
        "title": "Ruby: Call Trends 2023",
        "url": "https://www.ruby.com/2023-call-trends-report/",
        "published": "2023"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published. Ruby is a human answering service; the sample is its own customer base, which skews toward businesses that already pay to have calls answered."
    },
    {
      "id": "ruby-2023-early-calls",
      "category": "call-answering",
      "statistic": "Calls arriving between 4 a.m. and 6 a.m. rose 10% from 2020 to 2022.",
      "quote": "a 10% increase in calls coming in between 4 a.m. and 6 a.m. from 2020-2022",
      "year": 2023,
      "sample": "Same 62.2-million-call Ruby dataset, 2018–2022.",
      "source": {
        "publisher": "Ruby",
        "title": "Ruby: Call Trends 2023",
        "url": "https://www.ruby.com/2023-call-trends-report/",
        "published": "2023"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published. The publisher sells a product that benefits from the finding; treat it as a vendor-produced figure."
    },
    {
      "id": "hennessey-2024-median",
      "category": "response-time",
      "statistic": "The median law firm took 13 minutes to respond to an online lead in 2024, down from 21 minutes in 2023.",
      "quote": "decreased 8 minutes to 13 in 2024",
      "year": 2024,
      "sample": "1,377 U.S. law firms contacted through their website lead forms under a fictitious alias (mystery shopper); response time measured to the first personal outreach.",
      "source": {
        "publisher": "Hennessey Digital",
        "title": "2024 Law Firm Lead Form Response Time Study",
        "url": "https://hennessey.com/2024-law-firm-lead-form-response-time-study/",
        "published": "2024-06-11"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published. Note the discrepancy inside Hennessey's own materials: the study page gives the 2023 median as 21 minutes, the 20 June 2024 press release as 20 minutes. Hennessey is a law-firm marketing agency."
    },
    {
      "id": "hennessey-2024-under-5",
      "category": "response-time",
      "statistic": "28% of law firms responded to an online lead in under 5 minutes in 2024, up from 18% in 2023.",
      "quote": "28% of firms now respond in under 5 minutes, a dramatic rise from 18% in 2023",
      "year": 2024,
      "sample": "Nearly 1,400 (1,377) U.S. law firms, mystery-shopper lead-form submissions.",
      "source": {
        "publisher": "Hennessey Digital",
        "title": "Hennessey Digital’s Study of 1,400 Law Firms Identifies the Fastest-Responding Personal Injury Firms; Finds 56% Are Slow to Respond or Are Nonresponsive",
        "url": "https://hennessey.com/press/hennessey-digitals-lead-form-response-time-study-of-1400-law-firms-identifies-the-fastest-responding-personal-injury-firms/",
        "published": "2024-06-20"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published. The publisher sells a product that benefits from the finding; treat it as a vendor-produced figure."
    },
    {
      "id": "hennessey-2024-no-response",
      "category": "response-time",
      "statistic": "27% of law firms did not respond to an online lead at all in 2024.",
      "quote": "27% of law firms do not respond to online leads",
      "year": 2024,
      "sample": "Nearly 1,400 (1,377) U.S. law firms, mystery-shopper lead-form submissions.",
      "source": {
        "publisher": "Hennessey Digital",
        "title": "Hennessey Digital’s Study of 1,400 Law Firms Identifies the Fastest-Responding Personal Injury Firms; Finds 56% Are Slow to Respond or Are Nonresponsive",
        "url": "https://hennessey.com/press/hennessey-digitals-lead-form-response-time-study-of-1400-law-firms-identifies-the-fastest-responding-personal-injury-firms/",
        "published": "2024-06-20"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published. The publisher sells a product that benefits from the finding; treat it as a vendor-produced figure."
    },
    {
      "id": "hennessey-2024-tiers",
      "category": "response-time",
      "statistic": "35% of law firms responded within 10 minutes and 56% within 2 hours in 2024.",
      "quote": "Thirty-five percent of firms respond in 10 minutes or less, and 56% of firms respond in 2 hours or less.",
      "year": 2024,
      "sample": "1,377 U.S. law firms, mystery-shopper lead-form submissions.",
      "source": {
        "publisher": "Hennessey Digital",
        "title": "2024 Law Firm Lead Form Response Time Study",
        "url": "https://hennessey.com/2024-law-firm-lead-form-response-time-study/",
        "published": "2024-06-11"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published. The publisher sells a product that benefits from the finding; treat it as a vendor-produced figure."
    },
    {
      "id": "hennessey-2025-under-5",
      "category": "response-time",
      "statistic": "25% of personal injury law firms replied to an online lead in under 5 minutes in 2025, up from 13% in 2021.",
      "quote": "25% now reply in under 5 minutes, nearly doubling from just 13% in 2021.",
      "year": 2025,
      "sample": "150,000 data points across more than 1,300 U.S. law firm websites (fifth annual edition); the release does not restate the mystery-shopper method or give a median.",
      "source": {
        "publisher": "Hennessey Digital",
        "title": "Hennessey Digital Publishes List of Fastest-Responding Personal Injury Firms in the U.S.",
        "url": "https://hennessey.com/press/2025-list-of-fastest-responding-personal-injury-firms/",
        "published": "2025-06-24"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published. The 2025 release reports a lower under-5-minute share (25%) than the 2024 release (28%) but compares only to 2021; it does not explain the year-on-year drop."
    },
    {
      "id": "hennessey-2025-no-response",
      "category": "response-time",
      "statistic": "26% of personal injury law firms still did not respond to online leads at all in 2025.",
      "quote": "26% of firms still fail to respond at all to online leads",
      "year": 2025,
      "sample": "More than 1,300 U.S. law firm websites, 150,000 data points.",
      "source": {
        "publisher": "Hennessey Digital",
        "title": "Hennessey Digital Publishes List of Fastest-Responding Personal Injury Firms in the U.S.",
        "url": "https://hennessey.com/press/2025-list-of-fastest-responding-personal-injury-firms/",
        "published": "2025-06-24"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published. The publisher sells a product that benefits from the finding; treat it as a vendor-produced figure."
    },
    {
      "id": "hennessey-2025-seven-days",
      "category": "response-time",
      "statistic": "74% of personal injury law firms responded to an online lead within 7 days in 2025, up from 59% in 2021.",
      "quote": "74% of personal injury law firms respond to online leads within 7 days, up from 59% in 2021.",
      "year": 2025,
      "sample": "More than 1,300 U.S. law firm websites, 150,000 data points.",
      "source": {
        "publisher": "Hennessey Digital",
        "title": "Hennessey Digital Publishes List of Fastest-Responding Personal Injury Firms in the U.S.",
        "url": "https://hennessey.com/press/2025-list-of-fastest-responding-personal-injury-firms/",
        "published": "2025-06-24"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published. The publisher sells a product that benefits from the finding; treat it as a vendor-produced figure."
    },
    {
      "id": "blazeo-2026-five-minute-standard",
      "category": "response-time",
      "statistic": "35.4% of business leaders say responding to a new lead within five minutes is essential; 62.1% of those say their company meets that standard.",
      "quote": "More than one-third of business leaders (35.4%) say responding to a new lead within five minutes is essential, yet only 62.1% of those who hold that belief meet the standard",
      "year": 2026,
      "sample": "Survey of business leaders at 573 companies across six service industries; the release does not describe sampling or question wording and the full report is behind a form.",
      "source": {
        "publisher": "Blazeo (via PR Newswire)",
        "title": "Blazeo Unveils 2026 Speed-to-Lead Benchmark Report, Revealing Businesses Are Failing Their Own Response-Time Standards",
        "url": "https://www.prnewswire.com/news-releases/blazeo-unveils-2026-speed-to-lead-benchmark-report-revealing-businesses-are-failing-their-own-response-time-standards-302694994.html",
        "published": "2026-02-24"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published in the press release. Self-reported by the businesses themselves, not measured; Blazeo sells lead-response services."
    },
    {
      "id": "blazeo-2026-after-hours",
      "category": "response-time",
      "statistic": "Over 40% of high-intent web inquiries arrive during evenings and weekends, and 24.6% of companies respond slowly or not at all to them.",
      "quote": "over 40% of high-intent web inquiries arrive during evenings and weekends, yet nearly one in four companies (24.6%) respond slowly or not at all",
      "year": 2026,
      "sample": "Survey of business leaders at 573 companies across six service industries; the release does not describe sampling or question wording and the full report is behind a form.",
      "source": {
        "publisher": "Blazeo (via PR Newswire)",
        "title": "Blazeo Unveils 2026 Speed-to-Lead Benchmark Report, Revealing Businesses Are Failing Their Own Response-Time Standards",
        "url": "https://www.prnewswire.com/news-releases/blazeo-unveils-2026-speed-to-lead-benchmark-report-revealing-businesses-are-failing-their-own-response-time-standards-302694994.html",
        "published": "2026-02-24"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published in the press release. The 40% figure is not tied to a stated inquiry count; the 24.6% is self-reported."
    },
    {
      "id": "blazeo-2026-sla",
      "category": "response-time",
      "statistic": "54.9% of companies with a formal response-time SLA respond within 15 minutes, against 29.5% without one.",
      "quote": "Companies with a formal Service Level Agreement (SLA) are also nearly twice as likely to respond within 15 minutes (54.9% with an SLA vs. 29.5% without).",
      "year": 2026,
      "sample": "Survey of business leaders at 573 companies across six service industries; the release does not describe sampling or question wording and the full report is behind a form.",
      "source": {
        "publisher": "Blazeo (via PR Newswire)",
        "title": "Blazeo Unveils 2026 Speed-to-Lead Benchmark Report, Revealing Businesses Are Failing Their Own Response-Time Standards",
        "url": "https://www.prnewswire.com/news-releases/blazeo-unveils-2026-speed-to-lead-benchmark-report-revealing-businesses-are-failing-their-own-response-time-standards-302694994.html",
        "published": "2026-02-24"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published in the press release; self-reported."
    },
    {
      "id": "blazeo-2026-automation",
      "category": "response-time",
      "statistic": "62.5% of companies using AI and automation meet a sub-15-minute response standard, against 39.1% of businesses that respond manually.",
      "quote": "Among companies using AI and automation, 62.5% meet the <15-minute response standard, compared to just 39.1% of manual businesses.",
      "year": 2026,
      "sample": "Survey of business leaders at 573 companies across six service industries; the release does not describe sampling or question wording and the full report is behind a form.",
      "source": {
        "publisher": "Blazeo (via PR Newswire)",
        "title": "Blazeo Unveils 2026 Speed-to-Lead Benchmark Report, Revealing Businesses Are Failing Their Own Response-Time Standards",
        "url": "https://www.prnewswire.com/news-releases/blazeo-unveils-2026-speed-to-lead-benchmark-report-revealing-businesses-are-failing-their-own-response-time-standards-302694994.html",
        "published": "2026-02-24"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published in the press release; self-reported, and the release does not define 'using AI and automation'."
    },
    {
      "id": "zenoti-2025-salon-ai-comfort",
      "category": "ai-receptionist-adoption",
      "statistic": "55% of salon and spa customers are comfortable interacting with an AI receptionist; 36% of loyal customers are very comfortable.",
      "quote": "55% are comfortable interacting with an AI receptionist … 36% of loyal customers say they're very comfortable",
      "year": 2025,
      "sample": "1,011 U.S. adults surveyed online in September 2025 through SurveyMonkey Audience; margin of error ±3.15%. Respondents were asked about salon and spa appointment management; 'regulars' is Zenoti's own segment.",
      "source": {
        "publisher": "Zenoti (The Check-In)",
        "title": "2025 Survey infographics: What salon and spa clients want for 2026 — AI and appointment booking trends",
        "url": "https://www.zenoti.com/thecheckin/ai-receptionist-survey-results",
        "published": "2025-09-12"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published, with a stated sample and margin of error. Zenoti sells an AI receptionist."
    },
    {
      "id": "zenoti-2025-salon-24-7",
      "category": "ai-receptionist-adoption",
      "statistic": "63% of salon and spa customers say 24/7 receptionist access is extremely or very valuable.",
      "quote": "63% say 24/7 receptionist access is extremely or very valuable",
      "year": 2025,
      "sample": "1,011 U.S. adults surveyed online in September 2025 through SurveyMonkey Audience; margin of error ±3.15%. Respondents were asked about salon and spa appointment management; 'regulars' is Zenoti's own segment.",
      "source": {
        "publisher": "Zenoti (The Check-In)",
        "title": "2025 Survey infographics: What salon and spa clients want for 2026 — AI and appointment booking trends",
        "url": "https://www.zenoti.com/thecheckin/ai-receptionist-survey-results",
        "published": "2025-09-12"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published, with a stated sample and margin of error."
    },
    {
      "id": "zenoti-2025-salon-skipped",
      "category": "ai-receptionist-adoption",
      "statistic": "71% of salon and spa regulars have skipped a booking because it was too hard to reach someone or use the online system.",
      "quote": "71% of salon and spa regulars have skipped booking because it was too hard to reach someone or use the online system",
      "year": 2025,
      "sample": "1,011 U.S. adults surveyed online in September 2025 through SurveyMonkey Audience; margin of error ±3.15%. Respondents were asked about salon and spa appointment management; 'regulars' is Zenoti's own segment.",
      "source": {
        "publisher": "Zenoti (The Check-In)",
        "title": "2025 Survey infographics: What salon and spa clients want for 2026 — AI and appointment booking trends",
        "url": "https://www.zenoti.com/thecheckin/ai-receptionist-survey-results",
        "published": "2025-09-12"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published. Note the figure bundles 'hard to reach someone' with 'hard to use the online system'; it is not a phone-only number."
    },
    {
      "id": "zenoti-2025-salon-after-hours",
      "category": "ai-receptionist-adoption",
      "statistic": "81% of salon and spa regulars call to manage appointments outside normal hours at least sometimes; 50% say they regularly need after-hours support.",
      "quote": "81% of salon and spa regulars call to manage appointments outside normal hours at least sometimes … Half of regulars (50%) say they regularly need after-hours support",
      "year": 2025,
      "sample": "1,011 U.S. adults surveyed online in September 2025 through SurveyMonkey Audience; margin of error ±3.15%. Respondents were asked about salon and spa appointment management; 'regulars' is Zenoti's own segment.",
      "source": {
        "publisher": "Zenoti (The Check-In)",
        "title": "2025 Survey infographics: What salon and spa clients want for 2026 — AI and appointment booking trends",
        "url": "https://www.zenoti.com/thecheckin/ai-receptionist-survey-results",
        "published": "2025-09-12"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published, with a stated sample and margin of error."
    },
    {
      "id": "zenoti-2025-medspa-ai-comfort",
      "category": "ai-receptionist-adoption",
      "statistic": "71% of medspa regulars are comfortable with an AI receptionist handling bookings and communication.",
      "quote": "71% of all medspa regulars feel comfortable with AI receptionists",
      "year": 2025,
      "sample": "1,107 U.S. adults surveyed online in September 2025 through SurveyMonkey Audience; margin of error ±3.006%. 'Medspa regulars' is Zenoti's own segment.",
      "source": {
        "publisher": "Zenoti (The Check-In)",
        "title": "2025 Survey infographics: What medspa clients expect for 2026 — From AI to after-hours support",
        "url": "https://www.zenoti.com/thecheckin/ai-receptionist-medspa-survey-results",
        "published": "2025-09-13"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published, with a stated sample and margin of error. Zenoti sells an AI receptionist."
    },
    {
      "id": "zenoti-2025-medspa-skipped",
      "category": "ai-receptionist-adoption",
      "statistic": "79% of medspa regulars have skipped a booking because it was too difficult to reach someone or book online.",
      "quote": "79% have skipped booking because it was too difficult to reach someone or book online",
      "year": 2025,
      "sample": "1,107 U.S. adults surveyed online in September 2025 through SurveyMonkey Audience; margin of error ±3.006%. 'Medspa regulars' is Zenoti's own segment.",
      "source": {
        "publisher": "Zenoti (The Check-In)",
        "title": "2025 Survey infographics: What medspa clients expect for 2026 — From AI to after-hours support",
        "url": "https://www.zenoti.com/thecheckin/ai-receptionist-medspa-survey-results",
        "published": "2025-09-13"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published. Bundles phone reachability with online-booking friction."
    },
    {
      "id": "zenoti-2025-medspa-24-7",
      "category": "ai-receptionist-adoption",
      "statistic": "73% of medspa regulars are more likely to pick a medspa that is reachable 24/7, and 82% are more likely to rebook at one with after-hours support.",
      "quote": "73% say they are more likely to pick a medspa that's reachable 24/7 … More than 8 in 10 (82%) are more likely to rebook at a medspa with after-hours support",
      "year": 2025,
      "sample": "1,107 U.S. adults surveyed online in September 2025 through SurveyMonkey Audience; margin of error ±3.006%. 'Medspa regulars' is Zenoti's own segment.",
      "source": {
        "publisher": "Zenoti (The Check-In)",
        "title": "2025 Survey infographics: What medspa clients expect for 2026 — From AI to after-hours support",
        "url": "https://www.zenoti.com/thecheckin/ai-receptionist-medspa-survey-results",
        "published": "2025-09-13"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published, with a stated sample and margin of error."
    },
    {
      "id": "lex-2026-prefer-person",
      "category": "ai-receptionist-adoption",
      "statistic": "89% of consumers would rather speak to a real person than AI when contacting a law firm (5% AI, 6% other).",
      "quote": "89% of people would rather speak to a real person than AI when contacting a law firm",
      "year": 2026,
      "sample": "OnePoll survey of 6,000 consumers commissioned by LEX Reception, tracked since October 2025; the PDF does not state the country or fielding dates of each wave.",
      "source": {
        "publisher": "LEX Reception",
        "title": "Keep Law Human: How Consumers Feel About AI in Legal Services (Summer 2026 AI Report)",
        "url": "https://assets.lexreception.com/lexreception/pdf/LEX-AI-Report-2026.pdf",
        "published": "2026"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published. Commissioned by a human answering service, so read it as the upper bound of the human-preference case; the question is a stated preference, not observed behaviour."
    },
    {
      "id": "lex-2026-hang-up",
      "category": "ai-receptionist-adoption",
      "statistic": "31% of consumers say they would hang up if connected to AI when calling a business; 31% would continue and 38% are unsure.",
      "quote": "31% Hang up · 31% Continue the call · 38% Unsure",
      "year": 2026,
      "sample": "OnePoll survey of 6,000 consumers commissioned by LEX Reception, tracked since October 2025; the PDF does not state the country or fielding dates of each wave.",
      "source": {
        "publisher": "LEX Reception",
        "title": "Keep Law Human: How Consumers Feel About AI in Legal Services (Summer 2026 AI Report)",
        "url": "https://assets.lexreception.com/lexreception/pdf/LEX-AI-Report-2026.pdf",
        "published": "2026"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published. The report's headline rounds this to '1 in 3'; the plurality (38%) was unsure, and the question asks what people imagine they would do, not what callers did."
    },
    {
      "id": "lex-2026-trust",
      "category": "ai-receptionist-adoption",
      "statistic": "32% of consumers trust an automated AI service to handle their law firm inquiry correctly, down from 35% in October 2025.",
      "quote": "Trust in AI at law firms declined from 35% in October 2025 to 32% in March 2026",
      "year": 2026,
      "sample": "OnePoll survey of 6,000 consumers commissioned by LEX Reception, tracked since October 2025; the PDF does not state the country or fielding dates of each wave.",
      "source": {
        "publisher": "LEX Reception",
        "title": "Keep Law Human: How Consumers Feel About AI in Legal Services (Summer 2026 AI Report)",
        "url": "https://assets.lexreception.com/lexreception/pdf/LEX-AI-Report-2026.pdf",
        "published": "2026"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published. A three-point move between two waves of a vendor-commissioned survey; the PDF gives no margin of error."
    },
    {
      "id": "lex-2026-transfer",
      "category": "ai-receptionist-adoption",
      "statistic": "82% of people who have encountered an AI agent in client services have asked to be transferred to a real person; 70% have done so multiple times.",
      "quote": "82% of people who encountered an AI in client services have asked to be transferred to a real person. 70% have done so multiple times.",
      "year": 2026,
      "sample": "OnePoll survey of 6,000 consumers commissioned by LEX Reception, tracked since October 2025; the PDF does not state the country or fielding dates of each wave.",
      "source": {
        "publisher": "LEX Reception",
        "title": "Keep Law Human: How Consumers Feel About AI in Legal Services (Summer 2026 AI Report)",
        "url": "https://assets.lexreception.com/lexreception/pdf/LEX-AI-Report-2026.pdf",
        "published": "2026"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified as published. Asks about any AI agent or chatbot, not specifically AI phone receptionists."
    },
    {
      "id": "fcc-2024-ai-voices",
      "category": "regulation",
      "statistic": "On 8 February 2024 the FCC unanimously adopted a Declaratory Ruling that calls made with AI-generated voices are 'artificial' under the Telephone Consumer Protection Act, effective immediately.",
      "quote": "calls made with AI-generated voices are “artificial” under the Telephone Consumer Protection Act (TCPA)",
      "year": 2024,
      "sample": "Not a study: a Commission ruling, announced in the FCC's 8 February 2024 press release.",
      "source": {
        "publisher": "Federal Communications Commission",
        "title": "FCC Makes AI-Generated Voices in Robocalls Illegal (press release, DOC-400393A1)",
        "url": "https://docs.fcc.gov/public/attachments/DOC-400393A1.pdf",
        "published": "2024-02-08"
      },
      "retrieved": "2026-10-09",
      "verification": "Verified against the FCC's own release. The ruling itself (FCC 24-17, CG Docket No. 23-362; adopted 2 February 2024, released 8 February 2024) is at https://docs.fcc.gov/public/attachments/FCC-24-17A1.pdf, fetched 2026-10-09. It governs outbound calls that use an artificial or prerecorded voice without prior express consent; it is the ruling buyers mean when they ask whether an AI receptionist is legal. Answering an inbound call is a different fact pattern. Read the ruling; this page is not legal advice."
    }
  ],
  "unverified": [
    {
      "id": "78-percent-first-responder",
      "claim": "78% of customers buy from the first business that responds to their inquiry.",
      "attributedTo": "“a Lead Connect survey” (via Vendasta, LeanData and dozens of vendor blogs); restated as “78% of legal clients hire the first firm that answers” on law-firm intake pages.",
      "finding": "No traceable primary source. Vendasta's page attributes it to Lead Connect and links only to a LeanData blog post; no survey title, year, sample size or document has been found by anyone who has looked, and the obvious Lead Connect domains are unrelated sites. The 2025 law-firm variant appears with no attribution at all. Do not cite.",
      "trail": [
        {
          "label": "Vendasta, “Lead response time” (updated Aug 2025)",
          "url": "https://www.vendasta.com/blog/lead-response-time/"
        },
        {
          "label": "LegalNavigator.ai, “Silent Lines” (Aug 2025), unattributed variant",
          "url": "https://www.legalnavigator.ai/post/silent-lines-new-study-shows-35-of-calls-to-law-firms-now-go-unanswered"
        }
      ],
      "retrieved": "2026-10-09"
    },
    {
      "id": "62-percent-unanswered",
      "claim": "62% of calls to small businesses go unanswered.",
      "attributedTo": "411 Locals; usually dated 2023 or 2024 in roundups, sometimes presented as a current national rate.",
      "finding": "Traceable, but not what it is sold as. 411 Locals, a local SEO firm, published it on 18 January 2016 from a 30-day observation of 85 businesses in 58 industries: 37.8% of calls were answered by a person, 37.8% went to voicemail and 24.3% got no response. The 62% adds voicemail to no-answer. A decade-old sample of 85 businesses that counts voicemail as unanswered cannot stand in for today's answer rate; cite the Clio 2024 or Law Leaders 2025 audits instead, with their own limits.",
      "trail": [
        {
          "label": "411 Locals, “Small business owners don't answer 62% of phone calls” (18 Jan 2016)",
          "url": "https://411locals.us/small-business-owners-dont-answer-62-of-phone-calls/"
        },
        {
          "label": "411 Locals' own forum post repeating the 37.8 / 37.8 / 24.3 split (Moz Q&A copy)",
          "url": "https://mozdev.nodebb.com/community/q/post/287414"
        }
      ],
      "retrieved": "2026-10-09"
    },
    {
      "id": "80-percent-hang-up-voicemail",
      "claim": "80% of callers hang up when they reach voicemail without leaving a message.",
      "attributedTo": "“broader industry data” (LegalNavigator.ai, 2025) and unnamed sources on answering-service blogs.",
      "finding": "No primary source named anywhere the claim appears. The closest measured figure is Zenoti's 2025 platform data that only 24% of salon and spa callers reaching voicemail leave a message, which is a different population and a different number.",
      "trail": [
        {
          "label": "LegalNavigator.ai, “Silent Lines” (Aug 2025)",
          "url": "https://www.legalnavigator.ai/post/silent-lines-new-study-shows-35-of-calls-to-law-firms-now-go-unanswered"
        }
      ],
      "retrieved": "2026-10-09"
    },
    {
      "id": "94-percent-respond-quickly",
      "claim": "94% of consumers are more likely to choose a law firm that responds quickly.",
      "attributedTo": "Unattributed on the law-firm intake pages that carry it.",
      "finding": "No source given. Not traceable to any survey document.",
      "trail": [
        {
          "label": "LegalNavigator.ai, “Silent Lines” (Aug 2025)",
          "url": "https://www.legalnavigator.ai/post/silent-lines-new-study-shows-35-of-calls-to-law-firms-now-go-unanswered"
        }
      ],
      "retrieved": "2026-10-09"
    },
    {
      "id": "109-billion-lost",
      "claim": "Law firms lose an estimated $109 billion a year to 195 million unanswered calls.",
      "attributedTo": "Law Leaders / LegalNavigator.ai, 2025.",
      "finding": "A derived estimate, not a measurement: it multiplies an unsourced 557 million annual calls by the 34.8% unanswered rate and an unsourced 7% retention rate. The 34.8% is a real audit figure (see the verified table); the dollar figure is arithmetic on assumptions.",
      "trail": [
        {
          "label": "LegalNavigator.ai, “Silent Lines” (Aug 2025)",
          "url": "https://www.legalnavigator.ai/post/silent-lines-new-study-shows-35-of-calls-to-law-firms-now-go-unanswered"
        }
      ],
      "retrieved": "2026-10-09"
    },
    {
      "id": "ruby-56-percent-first-time",
      "claim": "56% of calls to small businesses come from first-time callers (2022).",
      "attributedTo": "Ruby: Call Trends 2023, via trade-press summaries.",
      "finding": "The primary report says first-time callers are a growing share and shows a chart, but the 56% value is not legible in the published page text; only secondary write-ups print it. Cite the direction, not the number, until Ruby publishes the figure.",
      "trail": [
        {
          "label": "Ruby, “Call Trends 2023”",
          "url": "https://www.ruby.com/2023-call-trends-report/"
        }
      ],
      "retrieved": "2026-10-09"
    }
  ],
  "sources": [
    {
      "publisher": "LegalNavigator.ai (a Law Leaders service)",
      "title": "Silent Lines: New Study Shows 35% of Calls to Law Firms Now Go Unanswered",
      "url": "https://www.legalnavigator.ai/post/silent-lines-new-study-shows-35-of-calls-to-law-firms-now-go-unanswered",
      "published": "2025-08-11"
    },
    {
      "publisher": "Zenoti (The Check-In)",
      "title": "From missed calls to more clients: The ROI of AI receptionists for wellness brands",
      "url": "https://www.zenoti.com/thecheckin/ai-receptionist-roi",
      "published": "2025-12-06"
    },
    {
      "publisher": "Ruby",
      "title": "Ruby: Call Trends 2023",
      "url": "https://www.ruby.com/2023-call-trends-report/",
      "published": "2023"
    },
    {
      "publisher": "Hennessey Digital",
      "title": "2024 Law Firm Lead Form Response Time Study",
      "url": "https://hennessey.com/2024-law-firm-lead-form-response-time-study/",
      "published": "2024-06-11"
    },
    {
      "publisher": "Hennessey Digital",
      "title": "Hennessey Digital’s Study of 1,400 Law Firms Identifies the Fastest-Responding Personal Injury Firms; Finds 56% Are Slow to Respond or Are Nonresponsive",
      "url": "https://hennessey.com/press/hennessey-digitals-lead-form-response-time-study-of-1400-law-firms-identifies-the-fastest-responding-personal-injury-firms/",
      "published": "2024-06-20"
    },
    {
      "publisher": "Hennessey Digital",
      "title": "Hennessey Digital Publishes List of Fastest-Responding Personal Injury Firms in the U.S.",
      "url": "https://hennessey.com/press/2025-list-of-fastest-responding-personal-injury-firms/",
      "published": "2025-06-24"
    },
    {
      "publisher": "Blazeo (via PR Newswire)",
      "title": "Blazeo Unveils 2026 Speed-to-Lead Benchmark Report, Revealing Businesses Are Failing Their Own Response-Time Standards",
      "url": "https://www.prnewswire.com/news-releases/blazeo-unveils-2026-speed-to-lead-benchmark-report-revealing-businesses-are-failing-their-own-response-time-standards-302694994.html",
      "published": "2026-02-24"
    },
    {
      "publisher": "Zenoti (The Check-In)",
      "title": "2025 Survey infographics: What salon and spa clients want for 2026 — AI and appointment booking trends",
      "url": "https://www.zenoti.com/thecheckin/ai-receptionist-survey-results",
      "published": "2025-09-12"
    },
    {
      "publisher": "Zenoti (The Check-In)",
      "title": "2025 Survey infographics: What medspa clients expect for 2026 — From AI to after-hours support",
      "url": "https://www.zenoti.com/thecheckin/ai-receptionist-medspa-survey-results",
      "published": "2025-09-13"
    },
    {
      "publisher": "LEX Reception",
      "title": "Keep Law Human: How Consumers Feel About AI in Legal Services (Summer 2026 AI Report)",
      "url": "https://assets.lexreception.com/lexreception/pdf/LEX-AI-Report-2026.pdf",
      "published": "2026"
    },
    {
      "publisher": "Federal Communications Commission",
      "title": "FCC Makes AI-Generated Voices in Robocalls Illegal (press release, DOC-400393A1)",
      "url": "https://docs.fcc.gov/public/attachments/DOC-400393A1.pdf",
      "published": "2024-02-08"
    }
  ]
}