How AI Search Is Recommending Divorce Lawyers: Monthly Trends

Executive Summary

Cordell & Cordell holds the category lead in October 2026 with 50.0% valid recommendation coverage, 16.9 points clear of second-place Stange Law Firm. The leader's position was not seriously contested this month: the gap between first and second closed marginally from July 2026 but the order has not changed, and Cordell & Cordell's coverage now sits 8.1 points above its July baseline.

Stange Law Firm is the clearest sustained riser in the category. Its coverage climbed from 12.3% in July 2026 to 33.1% in October 2026, a gain of 20.8 points that moved beyond normal month-to-month variation, and it has now risen for three consecutive months. Its rank-one recommendation rate rose from 2.2% to 13.5% across the same period, and raw mention presence climbed from 19.0% to 36.5%.

The sharpest declines sit with three brands that were already softening in August and September. Goldberg Jones fell from 14.5% coverage in July 2026 to 6.7% in October 2026, down 7.8 points beyond normal variation, though it has now recovered for two consecutive months. McKinley Irvin fell from 15.6% to 7.3%, down 8.3 points beyond normal variation. Wilkinson & Finkbeiner fell from 7.3% to 1.7%, down 5.6 points and down for a third consecutive month.

Against September 2026, Cordell & Cordell's coverage rose 19.7 points, the single largest one-month move in the series and the only one-month movement beyond normal variation this month. Stange Law Firm rose 14.1 points month over month. On the cumulative July-to-October view, the category was mixed rather than stable: one significant riser, three significant decliners, and five brands classified as stable.

Each monthly run begins with prompt-surface observations across the benchmark's defined AI/search surface universe. In October 2026, the run began with 248 prompts (228 unique questions); 247 mentioned a tracked brand or competitor, 220 were relevant and 27 were irrelevant, and the public metrics use the 178 observations that survive both qualification stages. For comparison, the July 2026 run began with 212 prompts (201 unique questions), of which 188 were relevant and 24 were irrelevant, producing 179 qualified observations. The August 2026 run began with 240 prompts (227 unique questions), 207 relevant and 33 irrelevant, producing 187 qualified observations, and the September 2026 run began with 259 prompts (238 unique questions), 230 relevant and 29 irrelevant, producing 195 qualified observations.

Key Findings

Benchmark Context

Questions This Section Answers

• How many prompts and qualified observations does the October 2026 divorce lawyer benchmark reflect?
• Why does the move from four to six AI surface families matter when reading brand coverage changes?

The report separates the raw collection universe from the qualified analysis set. Brand-level recommendation percentages are calculated within the qualified benchmark set.

Qualified surface breadth rose from four AI/search families in July 2026 to six in October 2026, reflecting the addition of ChatGPT in August and Perplexity in September to the qualified set. This changes the denominator against which brand-level coverage is measured, a relevant qualification when interpreting the movements below. Qualified observations peaked at 195 in September 2026 before easing to 178 in October 2026, while the raw collection continued to expand.

Benchmark-Level Metrics

The recommendation-shaped answer share moved from 53.6% in July to 43.9% in August, then to 27.2% in September before recovering to 59.6% in October. The valid recommendation shortlist share followed a shallower path, from 71.5% in July to 49.7% in August, 59.0% in September, and 75.8% in October. The September dip coincided with the surface-breadth expansion, and the October recovery arrives with all six families represented, so the two figures should be read together rather than as isolated brand signals.

AI Recommendation Trend

Questions This Section Answers

• Which divorce lawyers lead the October 2026 AI recommendation rankings, and what separates first from second?
• Where did recommendation coverage move beyond normal month-over-month variation since July 2026?

Cordell & Cordell Extends Its Lead as a Second Tier Solidifies Behind It

Four brands moved beyond normal month-to-month variation on the cumulative July-to-October view: Stange Law Firm upward, and Goldberg Jones, McKinley Irvin, and Wilkinson & Finkbeiner downward. Boyd Law carries a watch item for three consecutive monthly downs that remain within normal variation cumulatively. The only single-month movement beyond normal variation in October 2026 was Cordell & Cordell's 19.7 point rise from September, so the cumulative picture reflects several months of accumulated movement rather than one dominant October event.

What Changed This Month

Questions This Section Answers

• Why did Cordell & Cordell's coverage jump 19.7 points while its mention presence stayed flat?
• What drove Stange Law Firm's three-month rise to 33.1% coverage?
• When Stange Law Firm, McKinley Irvin, and Goldberg Jones are compared, how far has the middle of the category separated?

Cordell & Cordell

Cordell & Cordell's valid recommendation coverage stands at 50.0% in October 2026, up from 41.9% in July 2026, a gain of 8.1 points across the series. The sharper story is month over month: coverage rose 19.7 points from September 2026, the only October movement beyond normal variation.

The firm's raw mention presence was 70.8% in October 2026, essentially flat against 71.5% in July. Top-three recommendation rate rose from 30.7% to 40.5%, and rank-one rate from 13.4% to 19.1%. Cordell & Cordell recorded 89 valid recommendations in October 2026, up from 75 in July, with 34 rank-one placements versus 24.

The distinction to notice is that presence barely moved while recommendation credit rose sharply. Cordell & Cordell was mentioned in 126 of 178 qualified observations in October 2026 and recommended in 89 of them, a materially higher conversion than in July. That pattern points to a shift in how AI systems rank the firm within shortlists, not to a broad change in whether it is surfaced.

Highest-priority diagnostic: Which prompt families and surfaces account for the step up in the share of mentions that convert to recommendations, given that overall presence was flat?

Stange Law Firm

Stange Law Firm's valid recommendation coverage reached 33.1% in October 2026, up from 12.3% in July 2026, a gain of 20.8 points that moved beyond normal month-to-month variation. The firm has now risen for three consecutive months, from 12.3% to 16.0% in August, 19.0% in September, and 33.1% in October.

Month over month, coverage rose 14.1 points from 19.0% in September 2026, also beyond normal variation. Raw mention presence climbed from 19.0% to 36.5% across the series. Rank-one rate rose from 2.2% to 13.5%, and top-three rate from 11.2% to 29.8%. Stange Law Firm recorded 59 valid recommendations in October 2026, up from 22 in July, with 24 rank-one placements versus 4.

The distinction here is that gains appear across presence, top-three, and rank-one simultaneously, and the average recommended rank strengthened from 2.27 to 2.00. Among the larger brands, Stange Law Firm is the only one whose October position improved on every supporting signal relative to July. Counts remain modest in absolute terms, but the movement is consistent across three consecutive months.

Highest-priority diagnostic: Which prompts and surfaces drove the September-to-October step, and whether the rank-one gains cluster in specific practice areas or geographies.

Goldberg Jones

Goldberg Jones's valid recommendation coverage stands at 6.7% in October 2026, down from 14.5% in July 2026, a decline of 7.8 points that moved beyond normal variation. The largest drop occurred in August at 10.8 points, and the firm has now recorded two consecutive monthly recoveries, from 3.7% in August to 4.1% in September and 6.7% in October.

Raw mention presence fell from 15.6% to 6.7% across the series. Goldberg Jones recorded only 12 valid recommendations in October 2026, down from 26 in July, with rank-one placements falling from 6 to 0. Its top-three rate declined from 5.6% to 3.4%.

The distinction to notice is that October shows continued recovery rather than renewed decline: coverage is up 2.6 points from September 2026 and net sentiment stands at 1.0. The firm is nonetheless well below its July presence and now holds no rank-one placements, which separates re-entry into shortlists from preference within them. With 12 valid recommendations, month-to-month movement should be treated as directional.

Highest-priority diagnostic: Which prompt families previously produced rank-one placements for Goldberg Jones, and whether the October recovery is broadening or concentrated.

McKinley Irvin

McKinley Irvin's coverage fell from 15.6% in July 2026 to 7.3% in October 2026, a drop of 8.3 points that moved beyond normal variation. The largest decline came in August at 9.2 points, followed by a partial recovery in September and a 0.9 point decline from September to October.

Raw mention presence fell from 16.8% to 7.9% across the series. McKinley Irvin recorded 13 valid recommendations in October 2026, down from 28 in July, with rank-one placements falling from 6 to 5. Its top-three rate declined from 10.6% to 5.6%, and net sentiment was 0.9.

The distinction here is that McKinley Irvin's rank-one count held up better than its broader measures: 5 rank-one placements against 6 in July, even as coverage roughly halved. The firm is being named first on some prompts far more reliably than its overall shortlist share would suggest, which separates first-choice standing from general visibility. With 13 valid recommendations, the monthly deltas rest on small counts.

Highest-priority diagnostic: Which prompts still produce rank-one placements for McKinley Irvin, and what differentiates them from prompts where the firm has lost shortlist position.

Wilkinson & Finkbeiner

Wilkinson & Finkbeiner's coverage fell from 7.3% in July 2026 to 1.7% in October 2026, a decline of 5.6 points that moved beyond normal variation. The firm has now declined for three consecutive months, from 7.3% to 2.7% in August, 2.1% in September, and 1.7% in October.

Raw mention presence fell in parallel, from 7.3% to 1.7%. Wilkinson & Finkbeiner recorded 3 valid recommendations in October 2026, down from 13 in July. Its top-three rate declined from 5.6% to 0.6%, and its rank-one rate from 3.4% to 0.6%. Net sentiment remained at 1.0.

The distinction to notice is that the decline has been steady rather than abrupt, with no single large month. The firm retains one rank-one placement but operates on 3 valid recommendations, so each individual placement carries outsized weight in the percentage. This is a low-count position where a single observation change moves the reported figure materially.

Highest-priority diagnostic: Which prompts previously surfaced Wilkinson & Finkbeiner and where those mentions have migrated, given the absence of a sharp single-month break.

Category Divergence

The gap between Stange Law Firm and both McKinley Irvin and Goldberg Jones widened in every month of the series. Against McKinley Irvin the spread moved from 3.3 points in July 2026 to minus 25.8 points in October 2026, a widening of 29.1 points. Against Goldberg Jones it moved from 2.2 points to minus 26.4 points, a widening of 28.6 points. The spread between Stange Law Firm and Wilkinson & Finkbeiner widened from 5.0 points to 31.4 points over the same period.

This is a category-level observation about repositioning rather than a statement about any single brand. Two firms that entered the series close to Stange Law Firm now sit roughly 26 points behind it, and Wilkinson & Finkbeiner has separated by more than 31 points. The same widening pattern is visible against different reference brands, which points to a broader reordering of the middle of the category.

Highest-priority diagnostic: Whether the widening against multiple reference brands reflects shared prompt families where one firm is consistently selected and the others are not.

Buyer-Intent Interpretation

Questions This Section Answers

• Which buyer-intent clusters do the qualified observations actually cover?
• Can the benchmark answer pricing or head-to-head comparison questions for divorce lawyers?

All 178 qualified observations in October 2026 fell into the Brand Recommendation cluster, the same pattern as July, August, and September when all qualified observations also fell into that cluster. The public benchmark therefore cannot yet answer questions about pricing, value, or head-to-head comparison dynamics in the divorce lawyer vertical. Pricing-framed answers appeared in 7 observations in October 2026, against 2 in July, 6 in August, and 10 in September, so AI systems continue to field cost-related queries without the qualified set capturing a distinct pricing or comparison cluster.

Brand Opportunity Summary

Questions This Section Answers

• Which diagnostic question matters most for each divorce lawyer brand, given its October 2026 coverage signal?
• Where should firms focus attention when a coverage change and presence change point in different directions?

The benchmark identifies where attention is warranted; a company-level analysis is needed to explain why.

Evidence Behind the Benchmark

The aggregate metrics are built from prompt-level observations (query, surface, recommendation outcome, rank, sentiment, and citations where exposed). Company-level analysis can go deeper into prompt, competitor, surface, and evidence patterns. Source presence is not automatically treated as proof of causation.

About This Benchmark

This report is part of the CiteWorks Studio AI Visibility Industry Market research program.

• AI Visibility Industry Market Index
• AI Visibility Industry Market Methodology
• AI Visibility Industry Market Metrics
• AI Visibility Industry Market Standards

Report-Specific Interpretation Notes

• Small-count movements: several brands in this category operate on small absolute counts. Berenji & Associates (1 valid recommendation), Wilkinson & Finkbeiner (3), Brian D. Perskin & Associates (0), Boyd Law (4), and Sterling Lawyers (4) move on single-digit observation changes; treat percentage movements for these firms as directional signals rather than definitive shifts.
• Qualified denominator vs raw collection: public metrics use the qualified observation set (178 in October 2026, 179 in July 2026), not the full prompt collection (248 and 212 respectively). Brand-level percentages are calculated within the qualified set.
• Directional analysis: movement between months identifies changes worth investigating but does not by itself establish the cause of those changes. The qualified surface breadth expansion from four to six families across the series broadens the denominator and should be weighed when interpreting coverage changes.

Next Step

The Public Benchmark Shows Where a Brand Is Winning or Losing. A Company-Level Audit Shows Why.

Beneath the aggregate coverage percentages sit the questions that matter: which high-intent prompts are being won, which competitor takes the recommendation when a brand loses, what attributes AI systems associate with each option, and which external sources shape those answers. The October 2026 data shows a leader extending its position, one firm rising across three consecutive months, and three firms separated from the middle of the category by widening margins. The benchmark alone cannot explain which specific queries changed hands, why a 19.7 point one-month gain occurred while presence held flat, or why the spread against multiple reference brands widened in every month of the series.

A company-specific AI visibility audit maps those prompt, surface, competitor, ranking, sentiment, and evidence-source patterns into a prioritized visibility strategy. Understanding which particular questions and surfaces drive a firm's coverage is the difference between reacting to a percentage change and acting on the underlying cause.

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