Boyd Law AI Visibility Market Strategy Report - Divorce Lawyers

Answer Capsule

Boyd Law holds a small but positive position in AI-generated divorce lawyer recommendations for October 2026, with 3.37% raw mention presence and 2.25% valid recommendation coverage across 178 qualified observations. The firm is visible in the category but converts mentions into recommendations at a low rate, and it holds no rank-one placements. Its clearest strength is a perfect positive framing record with zero negative mentions, while its clearest gap is the absence of any first-position recommendation and no presence on ChatGPT, Copilot, Gemini, or Perplexity. The biggest opportunity sits in converting its existing neutral and positive mentions into shortlist placements within the Brand Recommendation cluster.

Who This Report Is For

This report is for Boyd Law's marketing and business development leadership, and for any stakeholder evaluating where the firm stands in AI-led discovery for divorce and family law services.

Report Card

Executive Summary

Boyd Law appears in AI-generated divorce lawyer answers but is not yet converting that presence into recommendation-stage visibility at scale. The firm recorded 6 mentions across 178 qualified observations in October 2026, producing a raw mention presence rate of 3.37%. Of those mentions, 4 were classified as positive and 2 as neutral, with zero negative mentions. That framing record is clean, but only 4 of the 6 mentions converted into valid recommendations, giving Boyd Law a valid recommendation coverage of 2.25%.

The firm's top-three recommendation rate sits at 2.25%, and its rank-one rate is 0.00%. Boyd Law was never the single top recommendation in any qualified observation during October 2026. Its average recommended rank of 2.25 indicates that when it does receive rank credit, it lands in a competitive position, but the volume of those placements is very small.

The strongest cluster for Boyd Law is the Brand Recommendation cluster, which is the only cluster with qualified observations in the October 2026 benchmark. All 178 qualified observations fell into this cluster, and Boyd Law's entire measured presence sits within it. The pricing and multi-brand comparison clusters recorded zero qualified observations, so the benchmark cannot yet show how Boyd Law performs on cost-related or head-to-head comparison prompts.

The strongest platform signal for Boyd Law comes from AI Overviews, where the firm recorded 3 valid recommendations and a top-three rate of 3.57%. AI Mode contributed 1 valid recommendation at a top-three rate of 1.59%. The firm had no presence on ChatGPT, Copilot, Gemini, or Perplexity in the October 2026 qualified set. That absence across four of six tracked platforms is the clearest platform gap in the data.

The clearest competitive gap is with Cordell & Cordell, which holds 50.00% valid recommendation coverage and a 40.45% top-three rate. Stange Law Firm, the second-place firm, holds 33.15% coverage and a 29.78% top-three rate. Boyd Law's 2.25% coverage places it well behind both leaders and behind mid-tier firms such as McKinley Irvin at 7.30% and Goldberg Jones at 6.74%.

The pattern in the data suggests Boyd Law is being surfaced as a reference or contextual mention more often than it is being selected as a recommended option. The gap between its 3.37% presence rate and its 2.25% recommendation coverage is narrow in absolute terms, but the absence of any rank-one placement and the zero presence on four platforms point to a recommendation conversion problem rather than a visibility problem alone.

What Boyd Law Is Winning

Questions This Section Answers

• Where does Boyd Law have its cleanest framing record across the tracked observations?
• Which platform gives Boyd Law its strongest recommendation signal?

Boyd Law's clearest win in the October 2026 benchmark is its framing quality. The firm recorded 4 positive mentions, 2 neutral mentions, and zero negative mentions across all qualified observations. Its net sentiment score of 0.67 reflects a clean public framing record with no cautionary or negative characterizations detected.

The firm's second measurable win is its presence on AI Overviews. Boyd Law recorded 3 valid recommendations on AI Overviews, the highest count across any single platform for the firm. Its top-three rate on that platform reached 3.57%, and its average recommended rank there was 2.33. This suggests that when AI Overviews does surface Boyd Law in a recommendation context, the firm lands in a competitive position.

Boyd Law also holds a modest but positive position in the Brand Recommendation cluster, with 4 valid recommendations and a 2.25% top-three rate. The firm is not absent from the category conversation, and its mentions are framed positively when they occur.

These wins are narrow. Boyd Law does not hold a dominant position on any platform, does not lead any cluster, and does not appear as a rank-one recommendation in any qualified observation. The wins are real but small, and they should be read as a foundation rather than a position of strength.

Where Boyd Law Has the Clearest AI Visibility Gaps

Questions This Section Answers

• Why is Boyd Law absent from ChatGPT, Copilot, Gemini, and Perplexity in the October 2026 qualified set?
• What separates Boyd Law from competitors that hold rank-one placements?

Boyd Law's most significant gap is its complete absence from four of six tracked AI platforms. The firm recorded zero mentions, zero recommendations, and zero presence on ChatGPT, Copilot, Gemini, and Perplexity in the October 2026 qualified set. This means that for buyers using those platforms to research divorce lawyers, Boyd Law is not part of the consideration set at all.

The second gap is the firm's zero rank-one rate. Boyd Law was never the single top recommendation in any qualified observation. By contrast, Cordell & Cordell holds a 19.10% rank-one rate, Stange Law Firm holds 13.48%, and even McKinley Irvin, which declined significantly since July 2026, holds a 2.81% rank-one rate. Boyd Law's inability to reach first position means it is not being selected as the primary recommendation even when it does appear.

The third gap is the firm's low recommendation conversion relative to its presence. Boyd Law appeared in 6 qualified observations but received valid recommendation credit in only 4. The 2 mentions that did not convert to recommendations represent a 33% conversion loss. While the absolute counts are small, the pattern suggests that some AI systems are referencing Boyd Law without positioning the firm as a recommended option.

The fourth gap is competitive displacement. When Boyd Law is not recommended, the recommendation goes to firms with stronger recommendation-stage visibility. Cordell & Cordell and Stange Law Firm dominate the top of the shortlist, and mid-tier firms such as McKinley Irvin and Goldberg Jones hold stronger positions despite recent declines. Boyd Law's 2.25% coverage places it in the lower tier of the tracked competitor set, alongside Sterling Lawyers at 2.25% and ahead of only Wilkinson & Finkbeiner at 1.69%, Berenji & Associates at 0.56%, and Brian D. Perskin & Associates at 0.00%.

Biggest Opportunity

Boyd Law's biggest opportunity is to convert its existing positive mentions into top-three and rank-one recommendations within the Brand Recommendation cluster. The firm already has a clean framing record and a small but positive presence on AI Overviews and AI Mode. The gap is not visibility but recommendation conversion and platform coverage.

The specific opportunity is to strengthen the firm's position on the prompts and platforms where it already appears, while building presence on the four platforms where it is currently absent. The Brand Recommendation cluster contains prompts such as "best divorce lawyer," "family law lawyers near me," and "collaborative divorce lawyer." These are high-intent prompts where buyers are actively seeking a recommendation. Boyd Law's ability to move from a neutral or contextual mention to a top-three recommendation on these prompts is the clearest path to improving its recommendation-stage visibility.

The firm's average recommended rank of 2.25 suggests that when it does receive rank credit, it is already competitive. The opportunity is to increase the frequency of those placements, not to improve the position within them.

Competitive Landscape

Questions This Section Answers

• How do Boyd Law's recommendation coverage and average recommended rank compare to Cordell & Cordell, Stange Law Firm, and the mid-tier firms?
• Which tracked brands recorded at least one rank-one recommendation while Boyd Law recorded none?

Cordell & Cordell and Stange Law Firm hold the strongest recommendation-stage positions in the divorce lawyer category for October 2026. Boyd Law sits in the lower tier of the tracked competitor set, with recommendation coverage well below both leaders and below several mid-tier firms.

Average recommended rank covers rank-eligible recommendations only.

Boyd Law's 2.25% top-three rate places it sixth among the ten tracked brands. The firm holds no rank-one placements, which separates it from Cordell & Cordell, Stange Law Firm, McKinley Irvin, Charles R. Ullman & Associates, and Wilkinson & Finkbeiner, all of which recorded at least one rank-one recommendation. Boyd Law's average recommended rank of 2.25 is competitive relative to its peer group, but the low volume of rank-eligible recommendations limits the weight that metric can carry.

Prompt Evidence

Questions This Section Answers

• Which high-intent prompts produced valid recommendations for Boyd Law on AI Overviews and AI Mode?
• Where did a Boyd Law mention fail to convert to a valid recommendation on a collaborative divorce lawyer prompt?

AI Overviews / Brand Recommendation Prompt: "best divorce lawyer" Result: Boyd Law appeared as a valid recommendation with a top-three placement, contributing to its 3.57% top-three rate on AI Overviews.

AI Mode / Brand Recommendation Prompt: "family law lawyers near me" Result: Boyd Law received a valid recommendation at rank two, reflecting its 2.25 average recommended rank when it does appear.

AI Overviews / Brand Recommendation Prompt: "collaborative divorce lawyer" Result: Boyd Law was mentioned but did not convert to a valid recommendation, illustrating the gap between presence and recommendation credit.

AI Mode / Brand Recommendation Prompt: "Who are some good divorce lawyers in Sedgwick County, KS?" Result: Boyd Law was not surfaced in this geographically specific prompt, while Cordell & Cordell and Stange Law Firm received recommendations.

What CiteWorks Studio Would Do Next

Phase 1: AI Visibility Market Discovery Audit Map Boyd Law's current prompt-level visibility across all six tracked platforms, identifying exactly which prompts produce mentions, which produce recommendations, and which produce neither.

Phase 2: Recommendation Readiness Plan Prioritize the prompts and platforms where Boyd Law already appears but does not convert to a top-three recommendation, and build a plan to close that conversion gap.

Phase 3: Owned Answer Layer Buildout Strengthen the firm's owned content so that AI systems have clear, structured, recommendation-ready answers to retrieve on high-intent divorce lawyer prompts.

Phase 4: Citation / Authority Layer Development Build the public evidence layer that AI systems draw from, including directory profiles, legal directory citations, and source pages that support recommendation-stage retrieval.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track Boyd Law's presence, recommendation coverage, top-three rate, and rank-one rate month over month to measure whether the conversion gap is closing.

Why This Matters

AI presence alone is not enough. Boyd Law already appears in AI-generated answers about divorce lawyers, and its mentions are framed positively. But appearing in an answer is not the same as being recommended in that answer. The firm's 3.37% presence rate and 2.25% recommendation coverage show that some mentions are not converting into shortlist placements, and its zero rank-one rate shows that it is never the first recommendation.

For buyers using AI systems to build a shortlist of divorce lawyers, Boyd Law is currently a peripheral name rather than a primary option. The next move is targeted correction of the prompt, page, and citation layers that determine whether the firm is mentioned, whether that mention becomes a recommendation, and whether that recommendation lands in the top three or at rank one.

Core Metrics

Sentiment Score

Sentiment Score = (positive mentions × 1 + neutral mentions × 0 + negative mentions × -1) / total mentions

Boyd Law's sentiment score for October 2026 is (4 × 1 + 2 × 0 + 0 × -1) / 6 = 0.6667.

This score matters because unclassified mention counts are misleading. A positive recommendation, a neutral reference, a cautionary mention, and a competitor-displaced mention are not equal. Boyd Law's 6 mentions include 4 positive and 2 neutral classifications, with no negative framing. That is a clean record, but it does not mean the firm is being recommended at scale. Share of voice is a diagnostic metric, not a business KPI. Counting all mentions as wins is bad measurement. Classified sentiment is required before interpreting AI visibility, and Boyd Law's classified sentiment shows a firm with positive framing but limited recommendation-stage presence.

Sentiment by Platform

Methodology

1. This report is a benchmark-based analysis of Boyd Law's AI visibility and recommendation-stage presence in the divorce lawyer category for October 2026. It is not a client implementation case study.
2. The reporting window is October 2026. The benchmark series began in July 2026 and includes monthly observations from July through October 2026.
3. Six AI platforms were tracked: ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode. All six had at least one qualified observation in October 2026.
4. The October 2026 run began with 248 prompt-surface observations, producing 228 unique questions after de-duplication. Of those, 247 mentioned a tracked brand or competitor, 220 were relevant to the vertical, and 27 were irrelevant. The public metrics use the 178 observations that survived both qualification stages.
5. Ten companies were tracked in the divorce lawyer category: Cordell & Cordell, Berenji & Associates, Boyd Law, Brian D. Perskin & Associates, Charles R. Ullman & Associates, Goldberg Jones, McKinley Irvin, Stange Law Firm, Sterling Lawyers, and Wilkinson & Finkbeiner.
6. All 178 qualified observations in October 2026 fell into the Brand Recommendation cluster. The pricing and multi-brand comparison clusters recorded zero qualified observations, so the benchmark cannot yet answer pricing or head-to-head comparison questions for this vertical.
7. Stage 0 refers to the prompt-surface observation collection stage, which captures the query, AI/search surface, answer, brand outcome, recommendation placement, sentiment, and where exposed, citations or attributable evidence sources.
8. A mention is counted when a tracked brand appears in an AI-generated answer at all, regardless of whether the brand is recommended. Boyd Law recorded 6 mentions in October 2026.
9. A valid recommendation is counted when a brand receives a clear, actionable recommendation in an AI-generated answer. Boyd Law recorded 4 valid recommendations in October 2026.
10. Rank-one rate measures the share of qualified observations where the brand is the single top recommendation. Boyd Law's rank-one rate is 0.00%.
11. Average recommended rank covers rank-eligible recommendations only. Boyd Law's average recommended rank of 2.25 is based on the 4 observations where it received valid rank credit.
12. Limitations: several brands in this category operate on small absolute counts. Boyd Law's 6 mentions and 4 valid recommendations mean that percentage movements should be treated as directional signals rather than definitive shifts. The benchmark identifies where attention is warranted; a company-level analysis is needed to explain why. Source presence is evidence about the information environment, not automatic proof that the source caused the recommendation.

See How AI Is Recommending Your Brand

Boyd Law already appears in AI-generated answers about divorce lawyers, and its mentions are framed positively. The gap is recommendation conversion and platform coverage. A company-level AI visibility audit maps the specific prompts, platforms, and citation sources that determine whether a firm is mentioned, recommended, and selected as a top option. Understanding which particular questions and surfaces drive recommendation-stage visibility is the difference between appearing in an answer and being chosen from it.