Divorce Lawyers in AI Search: The Biggest AI Visibility Problems and How We'd Fix Them

Companies covered: Boyd Law, Goldberg Jones, McKinley Irvin, Stange Law Firm, Sterling Lawyers, Cordell & Cordell, Berenji & Associates, Wilkinson & Finkbeiner, Brian D. Perskin & Associates, Charles R. Ullman & Associates

Answer Capsule

The November 2026 Divorce Lawyers benchmark compares 10 companies across 231 AI answers that met its inclusion rules. Cordell & Cordell recorded 147 mentions and 51 recommendations (22.08% of the answers). Being mentioned means appearing in an answer; being recommended means receiving an affirmative endorsement.

We examine each company, compare the available monthly results, and set out a five-step plan for improving the information AI systems can draw on. The work starts with measuring visibility and checking conflicting claims, then moves to company pages, relevant publishers and buyer questions. The cited pages need review before any correction request, and the research does not establish what caused recommendation differences or promise future gains.

Executive industry diagnosis

Questions This Section Answers

• What does the Divorce Lawyers benchmark show about mentions, recommendations and placement?

The peer set is sharply top-heavy. One firm appears in most answers and is recommended far more often than anyone else, while the rest cluster well below it. For a business reader, that means AI answers in this category tend to settle on a familiar name rather than spread recognition evenly across the field.

Reach and endorsement are not the same thing here. Several firms are mentioned regularly but recommended rarely, and one is mentioned often with no recorded recommendations at all. Being named in an answer is a weaker outcome than being affirmatively endorsed, and the gap between the two is where most of the opportunity sits.

Placement adds another layer. Some firms that are recommended also land near the top of shortlists, while others are endorsed without a leading position. These are different measures and should be read separately rather than combined into a single score.

The practical implication is that the work should start with understanding why endorsement lags mention for the mid-tier firms, and with verifying the handful of disputed claims before anyone proposes changes. We would build a baseline scorecard first, then move to fact checks and page reviews.

What changed since last month

Questions This Section Answers

• What changed across the usable monthly Divorce Lawyers snapshots?

The monthly samples are separate selections, so the movement shown should be read as recorded change rather than like-for-like performance. The number of answers included and the AI services covered both vary across the months, which limits direct comparison between any two periods.

What the history does show is that several firms moved noticeably between the two most recent months, in both directions. Some counts rose while their recommendation counts fell, and others moved the opposite way. These are observed movements, not explanations.

The usable takeaway is that the current month is a fresh baseline. We would document the sample conditions alongside the scorecard so future months can be compared on a stated basis rather than assumed equivalence.

Company-by-company findings

Boyd Law

Questions This Section Answers

• What measured visibility pattern and review priority does Boyd Law have in Divorce Lawyers?

Boyd Law recorded 19 mentions (8.23%) and 0 recommendations (0.00%) across 231 answers included in the benchmark. Top 3 placements numbered 0; first-place recommendations numbered 0. Framing among its mentions was 0 positive, 19 neutral and 0 negative.

From October 2026 to November 2026, Boyd Law's mention count rose from 6 to 19, while its recommendation count fell from 4 to 0. The recommendation rate was 2.25% and 0.00% respectively.

AI answers contained 0 conflicting claims about Boyd Law: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://boydlawapc.com/what-is-a-minute-order/.

Selected third-party review candidate: http://amberboydlaw.com/.

Boyd Law is mentioned fairly often but recorded no recommendations, and its framing was entirely neutral. That pattern suggests the firm is being named as a reference point rather than endorsed, which is a different problem from being overlooked.

Before setting any target, we would review the selected owned page and the third-party candidate to check what they actually say, then decide whether a page brief or a source request is warranted.

Goldberg Jones

Questions This Section Answers

• What measured visibility pattern and review priority does Goldberg Jones have in Divorce Lawyers?

Goldberg Jones recorded 17 mentions (7.36%) and 7 recommendations (3.03%) across 231 answers included in the benchmark. Top 3 placements numbered 5; first-place recommendations numbered 0. Framing among its mentions was 7 positive, 10 neutral and 0 negative.

From October 2026 to November 2026, Goldberg Jones' mention count rose from 12 to 17, while its recommendation count fell from 12 to 7. The recommendation rate was 6.74% and 3.03% respectively.

AI answers contained 0 conflicting claims about Goldberg Jones: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://goldbergjones.com/.

Selected third-party review candidate: https://goldbergjones-wa.com/.

Goldberg Jones is mentioned and recommended at a meaningful level, but its first-place placements are absent even though it does appear in shortlists. That separates reach from position: the firm is being endorsed without leading the list.

We would review the selected owned and third-party pages to understand how the firm is described, then prepare a page brief only if the current content supports it.

McKinley Irvin

Questions This Section Answers

• What measured visibility pattern and review priority does McKinley Irvin have in Divorce Lawyers?

McKinley Irvin recorded 23 mentions (9.96%) and 15 recommendations (6.49%) across 231 answers included in the benchmark. Top 3 placements numbered 15; first-place recommendations numbered 12. Framing among its mentions was 15 positive, 8 neutral and 0 negative.

From October 2026 to November 2026, McKinley Irvin's mention count rose from 14 to 23, while its recommendation count rose from 13 to 15. The recommendation rate was 7.30% and 6.49% respectively.

AI answers contained 1 conflicting claim about McKinley Irvin: 0 critical, 0 high, 0 medium, 1 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://mckinleyirvin.com/locations/seattle/.

Selected third-party review candidate: https://attorneys.superlawyers.com/divorce/washington/seattle/.

McKinley Irvin shows strong reach and a high share of its mentions turning into recommendations, with most of those also landing near the top. That is a healthier pattern than reach alone would suggest.

One low-severity conflict concerns office location wording. We would verify the current primary source before treating it as an error, and only then decide whether a correction or a page brief is justified.

Stange Law Firm

Questions This Section Answers

• What measured visibility pattern and review priority does Stange Law Firm have in Divorce Lawyers?

Stange Law Firm recorded 52 mentions (22.51%) and 31 recommendations (13.42%) across 231 answers included in the benchmark. Top 3 placements numbered 22; first-place recommendations numbered 10. Framing among its mentions was 31 positive, 21 neutral and 0 negative.

From October 2026 to November 2026, Stange Law Firm's mention count fell from 65 to 52, while its recommendation count fell from 59 to 31. The recommendation rate was 33.15% and 13.42% respectively.

AI answers contained 0 conflicting claims about Stange Law Firm: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://stangelawfirm.com/family-law-matters/father-s-rights-paternity/wichita-kansas-fathers-rights-attorneys-in-sedgwick-county/.

Selected third-party review candidate: https://lawfirmsquare.com/blog/top-10-divorce-lawyers-in-wichita/.

Stange Law Firm holds a strong position in this set: a large share of its mentions carry an affirmative endorsement, and many of those endorsements sit in leading placements. Its recorded counts moved lower between the two selected months, but the samples differ, so the movement should not be read as a like-for-like decline.

We would verify the selected owned and third-party pages against current primary sources, then prepare a page brief for the location-specific content only if the facts hold.

Sterling Lawyers

Questions This Section Answers

• What measured visibility pattern and review priority does Sterling Lawyers have in Divorce Lawyers?

Sterling Lawyers recorded 13 mentions (5.63%) and 3 recommendations (1.30%) across 231 answers included in the benchmark. Top 3 placements numbered 2; first-place recommendations numbered 1. Framing among its mentions was 6 positive, 7 neutral and 0 negative.

From October 2026 to November 2026, Sterling Lawyers' mention count fell from 14 to 13, while its recommendation count fell from 4 to 3. The recommendation rate was 2.25% and 1.30% respectively.

AI answers contained 0 conflicting claims about Sterling Lawyers: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://sterlinglawyers.com/illinois/pricing/.

Selected third-party review candidate: https://attorneys.superlawyers.com/divorce/wisconsin/milwaukee/.

Sterling Lawyers sits in the lower middle of the set, with modest reach and few recommendations. Its mentions are mostly neutral or positive, so the constraint looks more like limited presence than negative framing.

We would review the selected pricing page and the third-party directory candidate to check what they currently say, then decide whether a page brief or a source request is the better next step.

Cordell & Cordell

Questions This Section Answers

• What measured visibility pattern and review priority does Cordell & Cordell have in Divorce Lawyers?

Cordell & Cordell recorded 147 mentions (63.64%) and 51 recommendations (22.08%) across 231 answers included in the benchmark. Top 3 placements numbered 49; first-place recommendations numbered 47. Framing among its mentions was 54 positive, 88 neutral and 5 negative.

From October 2026 to November 2026, Cordell & Cordell's mention count rose from 126 to 147, while its recommendation count fell from 89 to 51. The recommendation rate was 50.00% and 22.08% respectively.

AI answers contained 3 conflicting claims about Cordell & Cordell: 0 critical, 0 high, 0 medium, 3 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://cordellcordell.com/offices/kansas/wichita/.

Selected third-party review candidate: https://en.wikipedia.org/wiki/Cordell_%26_Cordell.

Cordell & Cordell leads the set on reach and endorsement alike, with most of its mentions carrying an affirmative recommendation and many in leading placements. That position is the benchmark the rest of the field is measured against.

Three low-severity conflicts concern office count and founding details. We would verify these against current primary sources before proposing any correction, and treat the selected owned and third-party pages as review candidates rather than confirmed errors.

Berenji & Associates

Questions This Section Answers

• What measured visibility pattern and review priority does Berenji & Associates have in Divorce Lawyers?

Berenji & Associates recorded 1 mentions (0.43%) and 1 recommendation (0.43%) across 231 answers included in the benchmark. Top 3 placements numbered 1; first-place recommendations numbered 1. Framing among its mentions was 1 positive, 0 neutral and 0 negative.

From October 2026 to November 2026, Berenji & Associates' mention count stayed at 1, while its recommendation count stayed at 1. The recommendation rate was 0.56% and 0.43% respectively. The count was unchanged: the rate difference comes from dividing it by 178 answers in October 2026 and 231 in November.

AI answers contained 0 conflicting claims about Berenji & Associates: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected third-party review candidate: https://google.com/searchviewer/10?svid=CAwSGxIZCgNwdnESEkNnc3ZaeTh4ZEdocmNucHFhQRgK.

Berenji & Associates appears in a single recorded answer, which was also a recommendation and a leading placement. With so little coverage, the pattern is too thin to support conclusions about standing in the category.

We would keep the firm outside the correction queue for now and simply note the third-party candidate for later review if coverage grows.

Wilkinson & Finkbeiner

Questions This Section Answers

• What measured visibility pattern and review priority does Wilkinson & Finkbeiner have in Divorce Lawyers?

Wilkinson & Finkbeiner recorded 5 mentions (2.16%) and 3 recommendations (1.30%) across 231 answers included in the benchmark. Top 3 placements numbered 3; first-place recommendations numbered 2. Framing among its mentions was 3 positive, 2 neutral and 0 negative.

From October 2026 to November 2026, Wilkinson & Finkbeiner's mention count rose from 3 to 5, while its recommendation count stayed at 3. The recommendation rate was 1.69% and 1.30% respectively. The count was unchanged: the rate difference comes from dividing it by 178 answers in October 2026 and 231 in November.

AI answers contained 0 conflicting claims about Wilkinson & Finkbeiner: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://wf-lawyers.com/orange-county/.

Selected third-party review candidate: https://justia.com/lawyers/divorce/california/orange-county.

Wilkinson & Finkbeiner has limited reach, but most of its mentions carry an affirmative endorsement and land near the top. That points to a small, well-placed presence rather than a broad one.

We would review the selected owned page and the third-party directory candidate against current sources, then prepare a page brief only where the facts support it.

Brian D. Perskin & Associates

Questions This Section Answers

• What measured visibility pattern and review priority does Brian D. Perskin & Associates have in Divorce Lawyers?

Brian D. Perskin & Associates recorded 1 mentions (0.43%) and 1 recommendation (0.43%) across 231 answers included in the benchmark. Top 3 placements numbered 1; first-place recommendations numbered 0. Framing among its mentions was 1 positive, 0 neutral and 0 negative.

From October 2026 to November 2026, Brian D. Perskin & Associates' mention count rose from 0 to 1, while its recommendation count rose from 0 to 1. The recommendation rate was 0.00% and 0.43% respectively.

AI answers contained 0 conflicting claims about Brian D. Perskin & Associates: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected third-party review candidate: https://google.com/searchviewer/10?svid=CAwSGxIZCgNwdnESEkNnc3ZaeTh4ZEdoMGNXaDVOdxgK.

Brian D. Perskin & Associates appears in a single recorded answer, which was a recommendation but not a leading placement. With one observation, the pattern says little about the firm's standing.

We would note the third-party candidate for later review and avoid drawing conclusions until more answers include the firm.

Charles R. Ullman & Associates

Questions This Section Answers

• What measured visibility pattern and review priority does Charles R. Ullman & Associates have in Divorce Lawyers?

Charles R. Ullman & Associates recorded 9 mentions (3.90%) and 4 recommendations (1.73%) across 231 answers included in the benchmark. Top 3 placements numbered 4; first-place recommendations numbered 2. Framing among its mentions was 4 positive, 5 neutral and 0 negative.

From October 2026 to November 2026, Charles R. Ullman & Associates' mention count fell from 11 to 9, while its recommendation count fell from 6 to 4. The recommendation rate was 3.37% and 1.73% respectively.

AI answers contained 0 conflicting claims about Charles R. Ullman & Associates: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

Selected owned-page review candidate: https://charlesullman.com/.

Selected third-party review candidate: https://google.com/searchviewer/10?svid=CAwSGxIZCgNwdnESEkNnc3ZaeTh4ZEhobWNUQTRjQRgK.

Charles R. Ullman & Associates has modest reach, with roughly half its mentions carrying an affirmative endorsement and some leading placements. Its recorded counts moved lower between the two selected months, though the samples differ, so that should not be read as a like-for-like decline.

We would review the selected owned page and the third-party candidate against current sources, then decide whether a page brief is warranted.

The CiteWorks five-step improvement plan

Step 1. Establish the baseline

Questions This Section Answers

• What should the agency deliver when it works to establish the baseline for Divorce Lawyers?

We would build a scorecard that records each firm's mentions, recommendations and placements as separate measures, with the sample conditions noted alongside. Each record gets an owner, an evidence requirement and a review status so future months can be compared on a stated basis.

This baseline is the reference point for everything that follows, and it keeps later work from being judged against an unclear starting position.

Step 2. Verify disputed facts

Questions This Section Answers

• What should the agency deliver when it works to verify disputed facts for Divorce Lawyers?

AI answers contained 4 conflicting claims across 2 companies. Another 0 possible conflicts were excluded because their company matches were uncertain. The conflicting claims need fact-checking before any corrections are proposed.

Four conflicting claims across two firms need checking before any correction is proposed. The conflicts are low severity, but that affects priority, not whether verification is needed.

We would resolve the entity, date and source for each claim against current primary sources, then record a confirmed edit, a no-change decision or an open question. Ambiguous company matches stay outside the queue.

Step 3. Review owned pages

Questions This Section Answers

• What should the agency deliver when it works to review owned pages for Divorce Lawyers?

We would assign page briefs to the selected owned pages, starting with the location and practice-area pages already identified. Each brief states what the page should establish and which facts need verification first.

No edits would be proposed until the current page contents and the underlying facts are confirmed. The brief is a proposal for review, not a finding that the page is wrong.

Step 4. Review third-party sources

Questions This Section Answers

• What should the agency deliver when it works to review third-party sources for Divorce Lawyers?

For the selected third-party pages, we would check what each source currently says before preparing any request. A citation in an answer does not show that the source influenced the answer, so requests should rest on verified content rather than on citation counts alone.

Where a request is justified, we would package the evidence and track the response separately from any change in answer outcomes.

Step 5. Address buyer questions and measure again

Questions This Section Answers

• What should the agency deliver when it works to address buyer questions and measure again for Divorce Lawyers?

The observed questions give us a starting point for buyer-question content briefs, covering topics such as finding a lawyer, minute orders and jurisdiction-specific queries. These are recorded answer observations, not verified demand.

We would draft briefs from those questions, then measure again on a fresh sample. Completed work would be tracked separately from answer outcomes, with no claim that publishing content guarantees a change.

Third-party authority and citation opportunities

Questions This Section Answers

• Which cited publisher pages support targeted source review in Divorce Lawyers?

These pages are candidates for review, not confirmed errors. Citation appearances are counted across the captured answers and are not added again for each company.

The publisher list should be prioritized by relevance and by whether the page actually covers the firm in question, not by citation count alone. A page cited often across answers is worth reviewing, but the citation count does not show that the page shaped the answer.

We would start with the pages tied to firms that have disputed claims or weak endorsement, verify their current contents, and only then decide whether a review request is appropriate. Directory and encyclopedia pages warrant a factual check first; social and search-viewer links need entity confirmation before any action.

What we'd prioritize first

The first priority is the baseline scorecard and a scoped fact-review register, so the disputed claims and the page and source shortlist each have an owner and an evidence requirement. That work sets the terms for everything after it.

The second priority is the endorsement gap for firms that are mentioned often but rarely recommended, since that is where the largest measured difference sits. Page briefs and justified publisher requests follow once facts are confirmed.

Buyer-question content briefs and a fresh scorecard come last, with completed work recorded separately from measured answer outcomes.

Methodology and conclusion

Questions This Section Answers

• What do the Divorce Lawyers sample and source-review limits allow us to conclude?

This report covers 2026-11. The exact dates when the original AI answers were collected have not been verified. The visibility rates use 231 answers that met the benchmark's inclusion rules. A company is recommended only when the answer both endorses it and uses positive wording. Top 3 and first-place counts are part of those recommendations, not extra recommendations.

An answer can mention or recommend several companies, so company counts cannot be added to find the number of distinct answers. The net sentiment score is positive minus negative mentions, divided by all company mentions; it describes answer wording, not customer satisfaction.

The wider citation analysis covers 253 captured answers and 1684 appearances of cited URLs. Citation appearances across all captured answers differ from the number of benchmark answers citing a page and the number that also recommend a company. The current contents of cited pages and disputed company claims still need independent verification.

Monthly sample coverage:

The answer samples differ between months. These comparisons show how the recorded results changed; they do not establish why they changed.

This report covers a single month, and the exact collection dates for the original answers have not been verified. The visibility rates rest on the answers that met the benchmark's inclusion rules, and a company counts as recommended only when an answer both endorses it and uses positive wording.

Because an answer can mention or recommend several firms, company counts cannot be added to find a number of distinct answers. The monthly samples differ, so comparisons show recorded change rather than why anything changed.

Proposed next steps are a baseline scorecard, verification of the disputed claims, page and source reviews, and buyer-question briefs, with outcomes measured again on a fresh sample. None of this guarantees a change in visibility.