{
  "title": "How lawyers can stay ahead of AI",
  "url": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/",
  "publisher": "AI Syndicate Research",
  "published": "2026-10-09",
  "modified": "2026-10-09",
  "period": "2026-10-01/2026-10-07",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "cite": "AI Syndicate Research, \"How Lawyers Can Stay Ahead of AI: What 12 AI Assistants Said in 6,227 Answers About Lawyers,\" October 2026, measured 1–7 October 2026, https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/",
  "note": "Ranges are 95% bootstrap intervals, resampling markets.",
  "findings": [
    {
      "finding": "Share of law firms named by AI in a market that were named by only one of 12 AI assistants",
      "value": 73.4,
      "unit": "%",
      "range_95": [
        72.3,
        74.4
      ],
      "sample": "9,795 firms, 200 legal markets",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#agreement"
    },
    {
      "finding": "Share of law firms named by four or more of 12 AI assistants in their market",
      "value": 7.7,
      "unit": "%",
      "range_95": [
        7.1,
        8.3
      ],
      "sample": "9,795 firms, 200 legal markets",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#agreement"
    },
    {
      "finding": "Share of all AI lawyer picks that went to firms named by four or more assistants",
      "value": 31.1,
      "unit": "%",
      "range_95": [
        29.2,
        32.8
      ],
      "sample": "20,276 picks",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#agreement"
    },
    {
      "finding": "Share of Morgan & Morgan in AI personal injury lawyer picks",
      "value": 1.9,
      "unit": "%",
      "range_95": null,
      "sample": "5,530 personal injury picks, 50 metros",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#agreement"
    },
    {
      "finding": "Share of AI answers about lawyers that named no lawyer",
      "value": 24,
      "unit": "%",
      "range_95": [
        23,
        24.9
      ],
      "sample": "6,227 answers, 12 assistants",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#no-lawyer"
    },
    {
      "finding": "Share of answers naming no lawyer: memory, voice and web-search assistants",
      "value": "43.4% / 22.4% / 8.1%",
      "unit": null,
      "range_95": null,
      "sample": "6,227 answers",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#no-lawyer"
    },
    {
      "finding": "Share of Grok's answers about lawyers that named no lawyer",
      "value": 86.8,
      "unit": "%",
      "range_95": null,
      "sample": "593 answers",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#no-lawyer"
    },
    {
      "finding": "Share of AI answers naming no lawyer that pointed to the state bar and to Avvo",
      "value": "82.7% / 80.1%",
      "unit": null,
      "range_95": null,
      "sample": "1,492 answers",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#no-lawyer"
    },
    {
      "finding": "Share of AI lawyer picks that come with at least one stated reason",
      "value": 72.1,
      "unit": "%",
      "range_95": [
        70.9,
        73.3
      ],
      "sample": "20,276 picks",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#reasons"
    },
    {
      "finding": "Share of AI lawyer picks citing specialty, reviews, trial experience and a peer rating",
      "value": "28.4% / 21.7% / 17.4% / 11.7%",
      "unit": null,
      "range_95": null,
      "sample": "20,276 picks",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#reasons"
    },
    {
      "finding": "Share of AI criminal defense lawyer picks citing a former prosecutor or other insider background",
      "value": 18.5,
      "unit": "%",
      "range_95": null,
      "sample": "4,694 picks",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#reasons"
    },
    {
      "finding": "Share of AI personal injury lawyer picks citing results (verdicts, settlements, amounts recovered)",
      "value": 18,
      "unit": "%",
      "range_95": null,
      "sample": "5,530 picks",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#reasons"
    },
    {
      "finding": "Share of picks citing a peer rating: firms named by 4+ assistants vs firms named by one",
      "value": "14.9% vs 8.7%",
      "unit": null,
      "range_95": null,
      "sample": "6,288 and 8,276 picks",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#consensus-firms"
    },
    {
      "finding": "Share of picks citing results: firms named by 4+ assistants vs firms named by one",
      "value": "12.2% vs 7.7%",
      "unit": null,
      "range_95": null,
      "sample": "6,288 and 8,276 picks",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#consensus-firms"
    },
    {
      "finding": "Share of AI lawyer picks for \"affordable\" questions that mention a free consultation (vs \"best\" questions)",
      "value": "26.0% vs 3.0%",
      "unit": null,
      "range_95": null,
      "sample": "12 assistants, 200 legal markets",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#affordable"
    },
    {
      "finding": "Share of AI answers to \"affordable\" criminal defense questions that point to a public defender, legal aid or a referral service",
      "value": 81.3,
      "unit": "%",
      "range_95": null,
      "sample": "12 assistants, 50 metros",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#affordable"
    },
    {
      "finding": "Share of AI answers about lawyers that name Avvo and the state bar",
      "value": "47.8% / 47.2%",
      "unit": null,
      "range_95": null,
      "sample": "6,227 answers",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#sites"
    },
    {
      "finding": "Share of citations in AI answers about lawyers that were directories and rankings vs law-firm websites",
      "value": "38.1% / 46.7%",
      "unit": null,
      "range_95": null,
      "sample": "16,201 citations",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#sites"
    },
    {
      "finding": "Share of Perplexity's citations in answers about lawyers that were directories and rankings",
      "value": 83.3,
      "unit": "%",
      "range_95": null,
      "sample": "3,518 citations",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#sites"
    },
    {
      "finding": "Share of AI answers about lawyers telling the client to check the lawyer's licence or bar standing",
      "value": 24.7,
      "unit": "%",
      "range_95": [
        23.1,
        26.3
      ],
      "sample": "6,227 answers",
      "source": "https://www.aisyndicate.com/research/how-lawyers-stay-ahead-of-ai-october-2026/#advice"
    }
  ]
}