F
FirmPilot
FirmPilot is an AI marketing engine for law firms from FirmPilot AI, Inc. of Miami, founded by chief executive Jake Soffer and sold as a replacement for a digital marketing agency. Its proprietary engine, which FirmPilot says is trained on more than five million pieces of legal marketing content and more than 3,000 legal cases, watches competing firms. It crawls their websites, ads, links and rankings every 90 minutes.
Agents for blogs, social media and Google Business Profile then write and publish content, run Google Ads bidding and creative, build links and fix website problems. The work aims at both Google and AI answer engines such as ChatGPT. Each client has a dedicated success manager and a dashboard reporting leads, rankings, ad performance and return on spend, and the platform works only with WordPress sites. Practice area pages cover personal injury, family, criminal defense, employment, estate and probate, immigration, business and bankruptcy law, for firms of two to fifteen attorneys.
Three flat monthly prices run from $4,250 to $9,250, with no percentage of ad spend. FirmPilot closed a $22 million Series A-1 in February 2026 led by DeepWork Capital, with Thomson Reuters Ventures and HubSpot Ventures among its investors.
FirmPilot, head to head
Side by side on the same 15 capability axes and 12 legal signals: where the two part company, and what neither one publishes.
Alternatives to FirmPilot
Vendors in the same categories as FirmPilot whose graded profiles look most alike, with a line on what each product does.
Similar is not the same, so check that each one does the job you need. No vendor pays for placement.
- CCaseGenCaseGen is an AI voice intake and reception platform for law firms, operated by MAF AI, Inc. of Irvine, California.
- MMeet GabbiMeet Gabbi is an AI voice intake and reception system built only for law firms, marketed as a custom AI intake employee.
- SScorpionScorpion is a digital marketing company for law firms and other local businesses, run by Scorpion Enterprises, LLC under founder and chief executive Rustin Kretz.
- JJUPUSJUPUS is an AI secretariat for German law firms from JUPUS GmbH of Cologne.
- RRain IntelligenceRain Intelligence sells litigation intelligence to law firms that want to reach a client before a complaint is filed.
- AActionstepActionstep is a cloud practice management platform for midsize law firms.
Ordered by how closely the graded profiles match across the 15 capability axes, inside the same categories. See how each axis is graded in the methodology.
Capability grades
All 15 axes, graded from public sources on the date shown. Hover a grade to see what the letter means on that axis.
AI Centrality
How much of the product is actually AI. Whether the machine learning is the mechanism the buyer is paying for or a feature layered onto conventional software, and whether the vendor is specific about which is which.
The engine is the product. FirmPilot's proprietary model, which it calls a Domain Expertise AI model, decides what a firm publishes and what it bids on. It crawls competing firms' websites, ads, links and rankings every 90 minutes and builds content and campaigns from what it finds. Version 2.0, released in October 2025, added agents for blogs, social media and Google Business Profile that write and publish on their own.
Legal specific agents run Google Ads bidding and creative, link agents build backlinks, and on page agents find website problems and fix them automatically. Local work covers the Google Business Profile, citations and geographic content, and link building runs as digital PR. The site organizes all of this into three pillars, content and SEO, website optimization, and AI ads and digital presence. In February 2026 FirmPilot announced a model ten times larger in training data for all clients by the third quarter of 2026.
Asked whether it is ChatGPT, it answers that it runs on a proprietary AI engine. A dedicated success manager and a reporting dashboard sit beside the engine.
Citation Accuracy and Hallucination Disclosure
Whether the vendor publishes measured accuracy on citations and assertions, grounds output to primary sources, and says plainly what its system does when it does not know. Legal has a documented public record of fabricated citations reaching filed briefs, so an untested claim of accuracy is not evidence.
No accuracy or error figure comes with what the engine publishes. The How FirmPilot Works page calls the content fully compliant, accurate and optimized for law firms and says it passes quality checks, without naming the checks or what they compare against. The engine's legal grounding is described by volume, with no named sources for statutes or case law. Blog posts and practice pages it publishes state the law under the firm's name.
Under the user terms, FirmPilot does not guarantee that its content is accurate, complete or current, and it disclaims responsibility for content accuracy. The firm in turn warrants that its own content is accurate and not misleading. No check of generated statements about the law against current authority is described.
Autonomy and Oversight Model
What the system decides on its own, what a lawyer must approve, and whether the vendor documents where the review point sits. A tool that drafts under review and a tool that files without one are different products and different risks.
An always on system that runs largely by itself is what FirmPilot sells. The SEO page's FAQ promises regular strategy reviews, content approvals and performance dashboards, and the social media page says a firm's team may review and approve content. The pages for solo, small and larger firms sell the opposite, a system that runs with minimal input and needs no constant creative briefs or approval cycles. On page agents fix website problems automatically, and the Google Ads agents handle bidding and creative with no approval step described.
Link agents act on competitors' link data every 90 minutes, and Google Business Profile updates and citations are managed the same way, also without a described review. A December 2025 post on agentic AI says every task is transparent and reviewable, with human oversight where professional ethics demand it. Two case studies describe publishing with very little input from the firm. No threshold, review queue or default holds content or ads until a lawyer approves them.
Operational and Outcome Evidence
Named, dated evidence that the product works in production at real firms or legal departments. Case studies with figures and identified customers count. Unattributed testimonials and launch announcements do not.
Six case studies name firms and lawyers. Telaré Law, a personal injury firm across Washington, Oregon, California and Nevada, doubled its case volume in under 12 months. Ballin & Associates in Boston, founded in 1981, went from zero to two cases a year to more than ten new cases a month. Steele Law, a nursing home abuse firm founded in 2015, grew monthly organic leads three to four times within four months. RS Law Group in Philadelphia reports 200 percent more leads and $36,000 saved.
MSD Law Firm's study describes quadrupling its team, and Williams Starbuck's carries no figures. Jesse Soffer of The Soffer Firm reports 300 percent more leads year over year in a testimonial, beside quotes from Jessica Arena, John Romano and Cathy Altizer. FirmPilot's headline claims add 180 percent more cases, a 96 percent client retention rate, more than 12,000 leads and more than $30,000 in average annual savings.
The SEO FAQ cites one client with twelve times the case volume within five months. None of the studies gives a baseline, a measurement source or a start date. The About page also says FirmPilot is a Google Partner.
Privilege and Confidentiality Posture
How client confidences are handled: attorney client privilege and work product treatment, segregation of one client matter from another, whether client data trains any model, and what the vendor commits to in writing rather than in marketing.
Customer data is handled with FirmPilot as processor or service provider, under reasonable technical and organizational safeguards, and it is stored and processed in the United States, according to the privacy policy updated February 2026. Its user terms take a worldwide, perpetual, royalty free, irrevocable license to use, modify, publish and distribute content the firm submits, and FirmPilot owns all usage data and feedback.
Neither document says whether firm content or campaign data trains the engine, and privilege, work product and the separation of competing client firms are not mentioned. Most of what FirmPilot handles is public marketing material and competitor data, alongside lead and performance figures from the firm's own campaigns. FirmPilot says it does not sell personal information, though it shares contact and preference details with third parties for its own direct marketing.
UPL and Professional Responsibility Posture
Whether the vendor is clear that it supplies a tool rather than legal advice, who its audience is, and how it addresses unauthorized practice of law, competence and supervision duties, and jurisdiction limits. ABA Formal Opinion 512 is the reference point. Where the advice line is not the duty a product raises, the axis is read through the nearest professional duty it does raise: judicial conduct rules and the reviewing duty for products sold only to courts, and the duty to bill for time actually spent for products that draft time entries.
Every FirmPilot page carries a footer saying FirmPilot AI, Inc. and FirmPilot are not a law firm and do not provide legal advice. Its user terms repeat that FirmPilot is not an attorney or legal advisor. The services page notes that bar advertising rules vary by state and that testimonials may require disclaimers. September 2026 posts tell firms that content written to be quoted by an AI tool is still attorney advertising.
Those posts cite ABA Model Rules 7.1 and 7.2 and say ABA Formal Opinion 512 keeps Rule 7.1 duties intact. Meanwhile the agents publish lawyer advertising under the firm's name across its site, Google Business Profile, ads, LinkedIn, Facebook, Instagram and X. Which state rules that content is written to, and who checks each piece, is not described. No warranty covers compliance with applicable law, and the firm stays responsible for the accuracy of its content.
AI Governance and Bias Disclosure
Published governance over model behavior: who owns it inside the vendor, what is tested before release, and what is disclosed about disparate output across matter types, parties, or populations.
Governance statements sit in FirmPilot's blog. A December 2025 post on agentic AI in legal marketing says every task is transparent and reviewable and that human oversight applies where professional ethics demand it. The How FirmPilot Works page refers to quality checks without naming them. No testing regime or release review is named, and no result is reported on uneven output across practice areas, markets or audiences.
The engine learns from what already ranks in a firm's market and writes content shaped by competitors' material, with no described review of that source material. The larger model announced for the third quarter of 2026 has no stated evaluation. The terms and privacy policy say nothing about how the engine is trained or tested. The About page lists a five person leadership team, including John Fly as chief technology officer, with no one described as responsible for AI risk. Ken Hall of DeepWork Capital joined the board with the February 2026 round.
AI Safety and Data Stewardship
Retention, deletion, access control, and what happens to prompts and documents after they are processed. Whether the vendor states its subprocessors and its incident practice, or leaves the buyer to assume.
Personal information is kept for as long as FirmPilot deems necessary or advisable, under its privacy policy updated February 2026, with reasonable technical and organizational safeguards. The policy names Google Analytics and describes other recipients by category, such as hosting, security, and ediscovery and data room providers. Under its user terms, the service is not a storage system or system of record, carries no duty to store or back up content, and can delete content when the services end.
Firms are told to extract and back up their own content. Campaign data and generated content have no retention period, and no incident notice practice is stated. The privacy policy also refers to extracting and analyzing text, WhatsApp and Signal messages, features outside FirmPilot's marketing products.
AI Liability and Recourse
What the vendor stands behind contractually when its output is wrong. Indemnities, caps, carve outs, insurance, and whether any of it is published or only reachable through a negotiated agreement.
Two agreements sit one after the other on FirmPilot's terms page. The FirmPilot AI, Inc. user terms, updated February 2026 under Delaware law, cap the total liability of FirmPilot, its affiliates and suppliers at $100. They exclude liability for unauthorized access to or loss of customer information, lost profits and business interruption. Services come as is and with all faults, with no warranty that they meet the firm's requirements or comply with applicable law, and the firm gets no indemnity.
Claims must be brought within two years, with a jury waiver and a 60 day informal resolution period. Above them, FirmPilot, LLC website terms dated November 2022 cap liability at $50 and require JAMS arbitration with a class action waiver. Those older terms carry no explicit choice of law clause and leave carve outs to Florida courts. The page does not say which agreement governs a subscription, and FirmPilot may change the user terms without prior notice.
Practice Systems Integration Depth
How deeply the product reaches into the systems legal work already lives in: document management such as iManage and NetDocuments, Word and Outlook, contract lifecycle management, matter management, e-billing, and court filing systems.
Google Ads, Google Business Profile, Google Analytics and WordPress are FirmPilot's live connections, all on a firm's public marketing side. Google Ads is the only ad platform named. Agents publish to the firm's WordPress site, and the platform supports no other content system. Practice area pages say FirmPilot integrates with a firm's CRM or intake system, and the SEO FAQ says it works with a wide range of CRM and intake systems, without naming one.
The February 2026 funding announcement said FirmPilot is developing direct integrations with leading case management systems. No FirmPilot page names Clio, Filevine, MyCase, Litify or any other system as live. FirmPilot offers no integrations page, API or developer documentation. The dashboard reports lead volume, rankings and ad performance by channel, and the RS Law Group study says a client can see return on investment within 60 seconds of logging in.
Deployment Model and Data Residency
Where the software runs and where the data sits. Multi tenant cloud, single tenant, private deployment, on premises, and whether region of residence is a published option or an enterprise conversation.
Clients work in a hosted portal called FirmPilot Portal, and the privacy policy says data is stored and processed in the United States. The hosting provider is referred to but not named, and no tenancy model, region choice or difference between plans is stated. Client websites must run on WordPress, and FirmPilot's agents publish content and changes directly to the firm's own site, alongside its Google Business Profile and social accounts.
Export control law of the United States may apply to the platform, according to the user terms. Firms are told to extract and back up their own content, since FirmPilot may delete it when the services end.
Security Certifications and Trust Center
Independent attestation a buyer can pull without a sales call: SOC 2, ISO 27001, penetration test summaries, a trust center with current reports and named scope rather than a badge image.
No SOC 2 report, ISO 27001 certificate, auditor or penetration test is named, and FirmPilot runs no security page or trust center. Its privacy policy refers to reasonable technical and organizational safeguards and to a hosting provider it does not name, and it makes no encryption claim. Firms must keep their own access credentials confidential, and FirmPilot disclaims liability for unauthorized access caused by the firm.
Its terms also exclude liability for unauthorized access to or loss of customer information. Data is stored and processed in the United States, and no breach notice period is stated. Agents publish directly to the firm's WordPress site and Google accounts, and how FirmPilot secures that access is not described.
Model Supply Chain Disclosure
Which models sit underneath, whose they are, where they run, and whether the vendor commits to telling customers when that changes. A legal buyer inherits every dependency it cannot see.
The engine is presented as proprietary, a Domain Expertise AI model protected by pending patents, with no patent numbers given. Its FAQ answers the question whether it is ChatGPT with a flat no. Training material is described by volume, more than five million pieces of legal marketing content and more than 3,000 legal cases, and a September 2026 post repeats those figures. In February 2026 FirmPilot announced a next generation model ten times larger in training data, due for all clients by the third quarter of 2026, and no page says whether it shipped.
No model, provider, hosting location or change notice appears in its pages, terms or privacy policy. In a February 2026 interview with Refresh Miami, Jake Soffer said FirmPilot uses OpenAI, Anthropic and all the models out there.
Commercial Transparency
Whether a buyer can learn what this costs without entering a sales process: published rates, the unit being charged, what sits behind an enterprise tier, and what implementation adds.
Three flat monthly prices sit on FirmPilot's pricing page, Lite at $4,250, Firm at $6,900 and Premium at $9,250. They are pitched against agencies that charge a percentage of ad spend, and the PPC page says FirmPilot charges nothing on ad budgets. Each tier shows an invitation to contact FirmPilot in place of a feature list, so what separates the tiers, how much content each includes and whether onboarding costs extra are not stated.
No contract term, minimum commitment or notice period appears on the pricing page, and the user terms do not address fees, renewal or termination. The pricing page was last modified in September 2025. Ad budgets are paid separately from the subscription.
Firm and Practice Coverage
Who the product is actually built for. AmLaw, midlaw, small firm and solo, in house departments, government and courts, and which practice areas are supported rather than merely claimed.
Nine practice areas get their own pages, personal injury, family law, criminal defense and DUI, employment, estate and probate, immigration, business, bankruptcy and general practice. Three more cover solo practices, small firms and mid to large firms. FirmPilot's February 2026 funding post describes the target as firms of two to fifteen attorneys. Case studies span personal injury, employment, commercial litigation and real estate, estate and probate, and nursing home abuse practices in Washington, Oregon, California, Nevada, Massachusetts and Pennsylvania.
The site serves law firms only, while a current job posting says FirmPilot is expanding into dental, home services and elective medical businesses. A 2024 funding post had already named dentists, plumbers, electricians, veterinarians and chiropractors. Refresh Miami reported about 40 employees in February 2026, with plans for roughly 70. No jurisdiction limit is stated for content written to state advertising rules, and practice areas it does not serve are not named.
4 public documents
The public pages on file for FirmPilot, with the recorded signals each one supports and the date it was last read. Open any of them and check the reading against the record.
-
firmpilot.com/privacy2 signals
Prompt and Output Retention, Third Party Request and Subpoena Notice
Read Oct 11, 2026
-
Bar Guidance Alignment
Read Oct 11, 2026
-
firmpilot.com/terms1 signal
Client Data in Training
Read Oct 11, 2026
-
Fabricated Citation Record
Read Oct 11, 2026
From $4,250 per month
- FirmPilot charges a flat monthly fee in one of three plans.
- Lite costs $4,250 a month, Firm $6,900 and Premium $9,250.
- Ad money is separate, and FirmPilot does not take a cut of it.
- Each plan says to contact the company to learn what it includes, and no contract length is listed.
FirmPilot charges a flat monthly subscription in three tiers, Lite at $4,250 a month, Firm at $6,900 and Premium at $9,250. The flat fee is positioned against agencies that charge a percentage of ad spend, and the PPC page says FirmPilot takes no percentage of ad budgets. Each tier carries an invitation to contact FirmPilot in place of a feature list. No free tier, trial, contract term, minimum commitment or onboarding fee is stated, and the pricing page was last modified in September 2025.
Note: Advertising budgets are paid separately from the subscription. The user terms do not address fees, renewal or termination.
Legal Signals
What each signal meansA signal records what public sources say on the date shown. It is not a grade and it is not a recommendation. Where a signal reads Not addressed, it means the index did not locate the material in public sources on that date, which is a statement about disclosure rather than about the product.
Client Data in Training
Can material a lawyer puts into this product be used to train a model?
A published agreement or policy exists and none of it addresses the question either way, or the document that would answer it could not be read and the summary names the retrieval limit. The summary states which shape the silence takes: an improvement right granted that never names training, or no improvement right granted at all.
Neither FirmPilot's user terms, updated February 2026, nor its privacy policy says whether firm content, campaign data or leads train its engine. The terms license content the firm submits worldwide, perpetually and irrevocably, to use, modify, publish and distribute, and to incorporate into any technology now known or later developed. FirmPilot owns all usage data and feedback, along with any improvements based on them.
The engine's training material is described by volume, without saying whether client material is among it. The engine also studies competing firms' content every 90 minutes, and how long that material is kept is not stated. The older FirmPilot, LLC website terms on the same page say nothing on training either.
Prompt and Output Retention
How long does the product keep what a lawyer typed, and can that be set to zero?
Retention is acknowledged in public materials with no stated period.
Retention runs as long as FirmPilot deems necessary or advisable, under its privacy policy updated February 2026, without a period. Under the user terms, the service is not a storage system or system of record and carries no duty to store or back up content. FirmPilot may delete all content when the services end, or remove it at any time, and firms are told to extract and back up their own content. Generated content, competitor intelligence, campaign records and leads have no retention period, and no deletion route or export facility is described.
The older website terms add that the company is not obligated to back up user content. The privacy policy names FirmPilot AI, Inc. as data controller, acting as processor for customer data.
Ethical Walls and Matter Segregation
Does retrieval respect the firm’s ethical walls, or can the model read across them?
No located public material addresses walls or matter level segregation.
Competing firms can be clients at the same time, each a subject of the other's analysis. FirmPilot crawls competing law firms in a client's market every 90 minutes and builds the client's marketing from what it finds, and its link building service analyzes every link affecting a client's competitors. No separation between client firms' keywords, campaign results or performance data is described, and no limit of one client per market is set.
FirmPilot publishes no client count by market and offers no exclusivity for a practice area or city. Inside a firm, the dashboard and the success manager arrangement come with no documented roles or permissions.
Third Party Request and Subpoena Notice
If someone subpoenas the vendor for a firm’s data, does the firm hear about it first?
Published terms or policy address disclosure to authorities or in response to legal process, and no commitment or reservation regarding customer notice is located anywhere. The vendor has told the customer that data can leave and has said nothing about whether the customer hears of it.
Legal process, including subpoenas, and governmental, court or law enforcement requests all get a response under FirmPilot's privacy policy, updated February 2026, with no commitment to notify the client firm. No confidentiality or compelled disclosure clause appears in the user terms. The older FirmPilot, LLC website terms on the same page reserve a right to report users to law enforcement. FirmPilot may suspend access where continuing would create legal, regulatory or compliance risk.
Delaware law governs the user terms, with courts in Miami Dade County or the firm's home state, while the website terms send disputes to JAMS arbitration. How a request for a client firm's leads or campaign data would be handled is not described.
Primary Law Corpus Provenance
Where does the law in this product come from, and does the vendor have the right to use it?
Sources are identified without stating the license or rights basis.
Training material is described as more than five million pieces of legal marketing content and more than 3,000 legal cases, and FirmPilot has also said it mines cases, legislation, legal news and videos. The services hub says the technology works from more than five million pieces of real legal content. The engine also crawls competing firms' websites, ads and social output every 90 minutes, and whether that material joins the training set is not stated.
No database, publisher or supplier is named for the case collection, and no rights basis, jurisdiction list or update cadence is given. Whether FirmPilot honors robots directives when it crawls competitors' sites is not stated. The engine's patents are described as pending, without numbers.
Good Law Verification
Does the product tell you when the authority it just cited has been overruled?
No located public material addresses whether authority is checked for subsequent history.
No citation practice is described for the content FirmPilot publishes, and no check of whether a statute or case behind an article is still in force. Blog posts and practice pages published under a firm's name make statements about the law in its practice areas, and no review of earlier content is described when the law changes. The engine's case collection is described by count alone, with no named court, jurisdiction or date range.
The How FirmPilot Works page calls the content fully compliant and accurate without naming the test behind that claim. Under its terms, FirmPilot does not guarantee that its content is accurate, complete or current.
Refusal and Uncertainty Behavior
What does the product do when the answer is not in the corpus?
No located public material addresses what the product does when it cannot ground an answer.
Generation and publication run continuously and automatically, and no case is described in which the engine declines a topic, holds a piece back or flags it for a person. The How FirmPilot Works page says content passes quality checks, without saying what a failed check produces. A December 2025 post says every agent task is transparent and reviewable. The pages for solo and small firms say the system runs with minimal input and needs no approval cycles, and on page agents fix website problems automatically.
The social media page says a firm's team may review and approve content. Two case studies, MSD Law Firm and Williams Starbuck, describe publishing with very little input or minimal lift from the firm.
Fabricated Citation Record
Does a public court record exist addressing fabricated or hallucinated legal citations in output from this product?
No court order, opinion or disciplinary record addressing fabricated or hallucinated legal citations produced by this product has been located as of the date shown. This is a statement about the public record on that one subject, not a finding about the product, and this signal is not a litigation history.
The AI Hallucination Cases database maintained by Damien Charlotin, which records court decisions worldwide that address hallucinated AI content and the tool involved where known, has no entry naming FirmPilot. FirmPilot's engine writes marketing content and ads for law firms rather than court filings, and no accuracy or error figure is given for it.
Bar Guidance Alignment
Has the vendor engaged in public with the ethics opinions its buyers are bound by?
Public materials engage with at least one named ethics opinion.
September 2026 posts on generative engine optimization and landing pages tell firms that content written to be quoted by an AI tool is still attorney advertising. They cite ABA Model Rule 7.1 and say ABA Formal Opinion 512 keeps Rule 7.1 duties intact. Posts on divorce and family law advertising cite Rule 7.2, and the services page notes that bar advertising rules vary by state. None of this material describes how FirmPilot's own agents apply those rules.
Product pages do not cite the rules, and results claims such as 180 percent more cases carry no attorney advertising notice. No warranty in the user terms covers compliance with applicable law.
Billing and Fee Posture
Does the vendor address what happens to the bill when the work takes an hour instead of six?
The product does not touch a fee between a lawyer and a client. It operates before an engagement exists, or it is bought by a team that bills no client for the work. Savings claims aimed at the buyer’s own cost are recorded in the summary and do not make the row a savings claim, because no client bill is in the loop.
Flat subscription fees of $4,250, $6,900 or $9,250 a month pay for FirmPilot, with ad spend outside them and no percentage taken. The work happens before an engagement exists, on visibility, leads and case acquisition, and none of it addresses what a lawyer charges a client. No contract term, minimum commitment or onboarding fee is stated, and the pricing page was last modified in September 2025. Reporting covers lead volume, rankings, ad performance and return on marketing spend. The About page claims more than $30,000 in average annual savings for clients, without a method.
Outside Counsel Guideline Readiness
Can a firm get this vendor through a client’s AI clause without a bespoke negotiation?
No located public material supports a client side disclosure obligation.
No subprocessor or model provider list, data processing addendum or disclosure pack is published. The privacy policy names Google Analytics and otherwise describes recipients by category, including hosting, security, and ediscovery and data room providers. Third party providers, licensors and suppliers appear in the user terms only as a category, and FirmPilot's own pages name no AI provider. No SOC 2 report or ISO 27001 certificate is named, and FirmPilot runs no security page.
In a February 2026 interview with Refresh Miami, its chief executive said FirmPilot uses OpenAI, Anthropic and other models, none of which appears in the privacy policy. FirmPilot may change its user terms without prior notice.
Court Disclosure Support
If a judge’s standing order requires an AI disclosure, can the product produce one?
No located public material addresses court disclosure or verification certification.
The dashboard reports what campaigns produced, with no record of which content the agents generated, when it published or whether a person approved it. FirmPilot's output is marketing content and ads rather than court filings, and it offers no disclosure guidance or record of AI involvement. By its own terms, the service is not a system of record. Social posts go out on LinkedIn, Facebook, Instagram and X under the firm's name, and blog and Google Business Profile posts publish the same way.