John T. Orcutt AI Visibility Market Strategy Report - Bankruptcy Lawyers

Answer Capsule

John T. Orcutt holds 6.1% valid recommendation coverage in the Bankruptcy Lawyers category for October 2026, ranking third among ten tracked brands. The firm appears in 7.0% of qualified AI responses but converts that presence into valid recommendations at a slightly lower rate, indicating visibility without full recommendation conversion. Its strongest signal is a rising rank-one rate, which climbed from 0.0% in July 2026 to 1.8% in October 2026, showing the firm is winning higher positions within a similar set of prompts. The clearest gap is the absence of presence on ChatGPT, Copilot, Gemini, and Perplexity, where the firm recorded zero mentions in October 2026. The biggest opportunity is converting its Google AI Mode momentum into broader platform coverage and stronger top-three placement.

Who This Report Is For

This report is for bankruptcy law firm leadership, marketing strategists, and business development teams evaluating how their firm appears in AI-generated recommendations compared to competitors in the bankruptcy and debt relief category.

Report Card

Executive Summary

John T. Orcutt holds the third-highest valid recommendation coverage in the Bankruptcy Lawyers benchmark at 6.1% for October 2026, behind Upsolve at 22.8% and Sasser Law Firm at 7.0%. The firm recorded 8 total mentions across 114 qualified observations, with 7 positive and 1 neutral, producing a net sentiment score of 0.875. No negative mentions were recorded.

The firm's raw mention presence rate stands at 7.0%, meaning it appeared in 8 of 114 qualified observations. Its valid recommendation coverage of 6.1% reflects 7 valid recommendations, indicating that nearly all of its appearances converted into recommendations. This is a favorable conversion pattern compared to brands like DebtStoppers, which appeared in 5 observations but received zero recommendations.

John T. Orcutt's strongest platform signal is Google AI Mode, where it recorded 7 mentions, 6 positive, and achieved a 15.0% valid recommendation coverage rate with a 12.5% top-three rate. The firm's rank-one rate on Google AI Mode reached 5.0%, reflecting 2 first-position appearances. This platform generated the firm's highest recommendation activity.

The firm's weakest platform signal is the complete absence of presence on ChatGPT, Copilot, Gemini, and Perplexity. Across these four platforms, John T. Orcutt recorded zero mentions, zero recommendations, and zero visibility. This represents a significant gap in cross-platform AI recommendation coverage.

The clearest cluster opportunity is the Brand Recommendation cluster, which captured all 114 qualified observations in October 2026. Within this cluster, the firm's top-three rate reached 4.4%, reflecting 5 top-three placements, while its rank-one rate reached 1.8%, reflecting 2 first-position appearances. The firm's average recommended rank stands at 2.43, indicating that when recommended, it typically appears in the second or third position rather than first.

The firm's recommendation coverage rose from 4.3% in July 2026 to 6.1% in October 2026, a gain of 1.8 points. Its rank-one rate climbed from 0.0% to 1.8% over the same period, a gain of 1.8 points. These gains came primarily from rank-one appearances rather than top-three expansion, suggesting the firm is winning higher positions within a similar set of prompts.

What John T. Orcutt Is Winning

Questions This Section Answers

• How did John T. Orcutt's rank-one rate change between July and October 2026?
• What is the firm's recommendation conversion rate compared to other bankruptcy lawyer brands?
• Which platform produced the firm's strongest recommendation signal?

John T. Orcutt's clearest win is its rank-one rate improvement. The firm recorded zero rank-one appearances in July 2026 and reached 1.8% by October 2026, reflecting 2 first-position recommendations. This movement indicates the firm is beginning to win the top recommendation slot in select prompts, even as its overall top-three rate remained relatively flat.

The firm's second win is its sentiment profile. With 7 positive mentions, 1 neutral mention, and zero negative mentions, John T. Orcutt achieved a net sentiment score of 0.875. This places it among the highest sentiment performers in the category, behind only Sasser Law Firm, Allmand Law, and Cibik Law, each at 1.0. The absence of negative framing suggests AI systems are not surfacing cautionary or unfavorable content about the firm.

The firm's third win is its recommendation conversion rate. John T. Orcutt appeared in 8 qualified observations and received 7 valid recommendations, a conversion rate of 87.5%. This is notably higher than DebtStoppers, which appeared in 5 observations but received zero recommendations. The firm's visibility is translating into recommendation credit at a strong rate.

The firm's fourth win is its Google AI Mode performance. On this platform, John T. Orcutt achieved a 15.0% valid recommendation coverage rate and a 12.5% top-three rate, both higher than its overall category averages. This platform represents the firm's strongest recommendation signal.

Where John T. Orcutt Has the Clearest AI Visibility Gaps

Questions This Section Answers

• Which AI platforms show zero mentions for John T. Orcutt?
• How does the firm's average recommended rank compare to Upsolve's?
• Why is the gap between the firm's coverage rate and top-three rate significant?

John T. Orcutt's most significant gap is its absence from four of the six tracked AI platforms. The firm recorded zero mentions on ChatGPT, Copilot, Gemini, and Perplexity in October 2026. This means that when buyers use these platforms to seek bankruptcy lawyer recommendations, John T. Orcutt does not appear at all.

This absence contrasts sharply with Upsolve, which recorded presence on all six platforms. Upsolve achieved 50.0% valid recommendation coverage on ChatGPT, 27.3% on Copilot, 26.1% on Gemini, and 33.3% on Perplexity. Even Sasser Law Firm, which holds only slightly higher overall coverage than John T. Orcutt, recorded presence on Google AI Mode and Google AI Overviews, though it also showed zero presence on ChatGPT, Copilot, Gemini, and Perplexity.

The firm's second gap is its average recommended rank of 2.43. While John T. Orcutt receives recommendation credit, it typically appears in the second or third position rather than first. Upsolve, by contrast, holds an average recommended rank of 1.0, meaning it almost always occupies the top position when recommended. This placement difference affects how prominently the firm appears in AI-generated shortlists.

The firm's third gap is its top-three rate relative to its coverage. John T. Orcutt's valid recommendation coverage is 6.1%, but its top-three rate is only 4.4%. This means that in some observations where the firm received a valid recommendation, it did not place within the top three positions. Sasser Law Firm, by comparison, holds a 7.0% coverage rate and a 5.3% top-three rate, indicating stronger placement consistency.

The firm's fourth gap is the absence of qualified observations in the Pricing & Value and Multi-Brand Comparison clusters. All 114 qualified observations in October 2026 fell into the Brand Recommendation cluster. This means the benchmark cannot yet assess how John T. Orcutt performs when buyers ask about bankruptcy costs or request head-to-head comparisons between firms.

Biggest Opportunity

Questions This Section Answers

• What should John T. Orcutt prioritize to expand cross-platform recommendation coverage?
• How can the firm replicate its rank-one wins on additional platforms and prompts?

John T. Orcutt's biggest opportunity is expanding its presence on ChatGPT, Copilot, Gemini, and Perplexity while strengthening its top-three placement on Google AI Mode and Google AI Overviews. The firm already demonstrates strong recommendation conversion on the platforms where it appears, with an 87.5% conversion rate from mention to valid recommendation. Extending that pattern to additional platforms would increase its overall recommendation coverage and reduce its dependence on a single platform family.

The firm's rank-one rate improvement from 0.0% to 1.8% shows it can win first-position recommendations when the right prompts and sources align. Replicating that success across more prompts and platforms is the clearest path from reference to recommendation. The absence of Pricing & Value and Multi-Brand Comparison observations also represents an untested opportunity: if the firm can establish presence in those clusters as they become measured, it may capture recommendation credit in high-intent buyer scenarios.

Competitive Landscape

Questions This Section Answers

• Who leads the Bankruptcy Lawyers category by valid recommendation coverage?
• How does John T. Orcutt's top-three and rank-one performance compare to its closest competitors?

Upsolve holds dominant recommendation-stage strength in the Bankruptcy Lawyers category at 22.8% valid recommendation coverage, followed by Sasser Law Firm at 7.0% and John T. Orcutt at 6.1%. The remaining tracked brands hold coverage below 4.0%, with five brands at 0.0%.

Average recommended rank covers rank-eligible recommendations only.

John T. Orcutt ranks third by top-three rate and third by rank-one rate, positioning it as a mid-tier challenger behind Upsolve and Sasser Law Firm. Its average recommended rank of 2.43 is higher than Allmand Law's 1.75, indicating that when both firms are recommended, Allmand Law tends to appear in a more prominent position. The firm's sentiment score of 0.875 is strong but slightly below the perfect scores recorded by Sasser Law Firm, Allmand Law, and Cibik Law.

Prompt Evidence

Google AI Mode / Brand Recommendation Prompt: "bankruptcy lawyer philadelphia pa" Result: John T. Orcutt received a valid recommendation with a rank-one placement, contributing to its 5.0% rank-one rate on this platform.

Google AI Mode / Brand Recommendation Prompt: "bankruptcy lawyers dallas" Result: The firm appeared in the response but did not receive a top-three placement, reflecting the gap between its coverage rate and its top-three rate.

Google AI Overviews / Brand Recommendation Prompt: "how to file chapter 7 with no money" Result: John T. Orcutt received a valid recommendation but placed outside the top three, with an average recommended rank of 4.0 on this platform.

ChatGPT / Brand Recommendation Prompt: "how to file bankruptcy" Result: The firm did not appear in the response. ChatGPT recorded zero mentions for John T. Orcutt across all qualified observations.

What CiteWorks Studio Would Do Next

Phase 1: AI Visibility Market Discovery Audit Map every prompt where John T. Orcutt appears, loses placement, or is absent, with platform-level detail across ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode.

Phase 2: Recommendation Readiness Plan Identify which prompts and platforms offer the clearest path from presence to top-three and rank-one recommendations, prioritizing Google AI Mode and Google AI Overviews where the firm already has traction.

Phase 3: Owned Answer Layer Buildout Strengthen the firm's owned pages so AI systems can retrieve clear, structured answers about John T. Orcutt's bankruptcy services, geographic coverage, and practice focus.

Phase 4: Citation / Authority Layer Development Build the public evidence layer that AI systems draw from, including authoritative legal directories, government resources, and third-party sources that support recommendation placement.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track recommendation coverage, top-three rate, rank-one rate, and sentiment across all six platforms to measure progress and adjust strategy as the category evolves.

Why This Matters

AI-generated recommendations are becoming a primary discovery channel for buyers seeking bankruptcy lawyers. When a potential client asks ChatGPT, Copilot, Gemini, Perplexity, or Google AI for a recommended bankruptcy attorney, the firms that appear in those responses capture the shortlist. Firms that are absent from those responses are not part of the consideration set, regardless of their traditional search visibility or reputation.

John T. Orcutt's current position shows that presence alone is not enough. The firm appears in 7.0% of qualified observations but converts that presence into top-three placements at a lower rate. The next move is targeted correction of the prompt, page, and citation layers that determine where recommendations are formed. Expanding platform coverage and strengthening placement consistency are the clearest paths to improving the firm's competitive visibility at the decision moment.

Core Metrics

Sentiment Score

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

For John T. Orcutt, the calculation is: (7 × 1 + 1 × 0 + 0 × -1) / 8 = 0.875.

This score matters because unclassified mention counts are misleading. A firm that appears frequently but is framed negatively or neutrally is not in the same position as a firm that appears less often but is consistently recommended. Share of voice is a diagnostic metric, not a business KPI. A positive recommendation, a neutral reference, a cautionary mention, and a competitor-displaced mention are not equal.

Counting all mentions as wins is bad measurement. John T. Orcutt's 8 mentions include 7 positive and 1 neutral, with no negative framing. This is a strong sentiment profile, but it does not capture the full picture of the firm's recommendation strength. Classified sentiment is required before interpreting AI visibility, and it must be read alongside coverage, top-three rate, and rank-one rate to understand the firm's true position.

Sentiment by Platform

Methodology

1. This report is a benchmark-based analysis of John T. Orcutt's AI recommendation visibility in the Bankruptcy Lawyers category. It is not a client implementation case study and does not imply that CiteWorks Studio caused any benchmark outcome.
2. The reporting window is October 2026. Historical comparisons reference July 2026, August 2026, and September 2026 where data is available.
3. Six AI platforms were tracked: ChatGPT, Copilot, Gemini, Perplexity, Google AI Overviews, and Google AI Mode.
4. The benchmark analyzed 114 qualified observations in October 2026, drawn from 361 total prompt-surface observations and 292 unique questions.
5. The competitor universe includes 10 tracked brands: Upsolve, Sasser Law Firm, John T. Orcutt, Allmand Law, Cibik Law, DebtStoppers, Fears Nachawati, Heupel Law, The Semrad Law Firm, and Tully Rinckey.
6. One public high-intent cluster was measured: Brand Recommendation, which captures queries asking for a recommended bankruptcy lawyer or firm. Pricing & Value and Multi-Brand Comparison clusters were not represented in the qualified observation set.
7. Stage 0 extraction retains the query, AI surface, answer, brand outcome, recommendation placement, sentiment, and, where exposed, citations or attributable evidence sources.
8. A mention is counted when John T. Orcutt appears in an AI-generated response to a qualified prompt, regardless of whether the mention includes a recommendation.
9. A valid recommendation is counted when the firm receives explicit recommendation credit in an AI-generated response, as marked by the benchmark's classification system.
10. Top-three rate and rank-one rate are calculated against the 114 qualified observations, not the raw prompt collection.
11. Average recommended rank covers rank-eligible recommendations only. Firms with no rank-eligible recommendations are marked N/A.
12. Available observations are small for most brands in this category. Movement at the 0.0% to 7.0% coverage range should be treated as directional, not definitive. A single recommendation shifts the rate by more than a point.

See How AI Is Recommending Your Brand

The public benchmark shows where John T. Orcutt stands in AI-generated recommendations across the Bankruptcy Lawyers category. A company-level AI visibility audit maps the specific prompts, platforms, competitors, and citation sources that shape those recommendations, revealing not just where the firm appears but what to change and in what order to strengthen its position in the buyer shortlist.