Public sector · Health and Human Services

Be the answer when residents ask AI about benefits, coverage and care.

Prolifico launches and runs Adobe Brand Visibility for state Health and Human Services agencies, so people looking for Medicaid, SNAP, TANF, child support, child welfare and health coverage find accurate, official information in AI-generated answers.

How do I apply for child support in my state?
Program mentions—▲ —
Official citations—▲ —
Accuracy flags—▲ —
State HHS site52%
Third-party sites71%
Forums38%

Illustrative layout only. Not client results.

Official program pages are cited more when answers are current, structured and accessible.
Honolulu HHS is a mock agency built for this demo. All data shown is sample data. Watch on YouTube (opens in a new tab)
Chapters (20)
  1. 0:00 Constituents are asking AI
  2. 0:06 H.R. 1 and a parent's first questions
  3. 0:22 Constituents ask AI first
  4. 0:41 Is any of this reaching constituents?
  5. 1:04 You can't see the AI layer
  6. 1:24 Why AI gets it wrong
  7. 2:02 Four outcomes at stake
  8. 2:37 Adobe Brand Visibility and Prolifico
  9. 3:05 Demo: Overview and Visibility Overview
  10. 4:00 Demo: Medicaid topics and prompts
  11. 4:31 Demo: What AI actually says
  12. 5:03 Demo: Topic and source opportunities
  13. 5:38 Demo: Market Comparison
  14. 5:57 From evidence to action
  15. 6:06 Demo: Simplify Complex Content
  16. 6:53 Demo: Recover Content Visibility
  17. 7:07 Demo: Tracking an outcome in Brand Presence
  18. 7:42 How Adobe Brand Visibility supports each outcome
  19. 8:33 Six weeks to launch, then ongoing support
  20. 9:13 See where your agency stands
See it in action

AI visibility for Medicaid changes, in under ten minutes.

Starting in January 2027, some adults on Medicaid face new work and community engagement requirements and many will renew every six months. Your agency has sent the notices and updated the pages. Is AI giving residents your answer?

  • Find the Medicaid questions where AI leaves your agency out or gets it wrong
  • Read the actual AI answer and see which sources AI trusts instead of you
  • Compare your AI visibility with peer agencies and nonprofits
  • Fix the gap with plain-language content delivered to AI agents, with preview and one-click roll back
  • Track results and tie them to the program outcomes you already report
Why HHS is different

The agency residents rely on most is also the hardest to see in AI search.

Every state has a Health and Human Services agency. It is typically one of the largest agencies by funding and by people served, and it runs many programs that overlap in who is eligible.

50states, each with an HHS agency
10-20distinct programs per agency, typically
2delivery models: state administered, or state supervised and county administered

Many programs, overlapping eligibility

Medicaid, SNAP, TANF, child support, child welfare and health insurance exchanges share audiences. Residents ask cross-program questions that no single page answers.

State administered

One central agency runs the programs. Visibility can be measured and improved statewide, program by program.

State supervised, county administered

Counties run the programs, as in North Carolina and parts of California and Colorado. Answers must be right for each county's offices, hours and processes.

The challenges

Six ways AI search puts HHS agencies and their programs at risk.

Each one is a visibility problem first, and a service, cost or reputation problem second.

Negative-sentiment bias in AI answers

People with a smooth experience rarely post about it; complaints about long waits or benefits that were suddenly canceled do. AI assistants learn from what is public, so unofficial and negative sources can outweigh your own.

Read the full story

Revenue leakage on optional programs

Child support is optional for many families. If people can't find or trust the agency's own channel, they turn to a private attorney or handle it informally, and cases and collections go elsewhere.

Read the full story

Mandated-reporter visibility gaps

Teachers, health care and mental health workers are the source of most child welfare reports. When they can't find training and reporting resources with a simple search, children are put at risk.

Read the full story

The Medicaid work-requirements cliff

New federal rules require community engagement and more frequent renewals for many expansion adults by January 1, 2027. Most people have not heard, and search is where they will land first.

Read the full story

Constant federal policy churn

Rural health funding and other still-evolving federal changes keep agencies in a perpetual “get the word out” cycle with no reliable way to make sure accurate information surfaces in AI search.

Read the full story

The downstream cost of unanswered questions

When people can't self-serve accurate answers, call centers and caseworkers field the same questions again and again. The flip side: if AI helps applicants arrive prepared, the same channel saves time.

Read the full story
Article

Medicaid work requirements and AI: is your agency the answer residents get?

What the research shows, the questions residents ask AI, and how agencies see and fix what AI says before the January 2027 deadline.

Read the article
How Prolifico and Adobe Brand Visibility help

From “we hope people find us” to a measured program.

Adobe Brand Visibility shows how agencies and programs appear in AI-generated answers. Prolifico turns that data into a program your communications, digital and program teams can run.

  1. Listen

    Build a prompt library from real resident questions, organized by program, audience, county, language and journey stage, with up to 1,000 prompts at launch.

  2. Measure

    Establish a baseline: where programs are accurately described and cited, where information is missing or outdated, and which unofficial sources are shaping answers.

  3. Fix

    Close gaps with accurate, accessible content, technical changes that make pages readable to AI agents, and stronger authority for your official sources.

  4. Prove

    Report monthly and review quarterly so leaders can see what improved, what changed in policy, and what to do next.

Where to start

Start with the program under the most pressure, or the whole department.

One program

Launch around a single high-stakes program, such as Medicaid readiness for January 2027, child support, or mandated-reporter resources.

One agency

Cover all of an HHS agency's major programs in a single prompt library with shared reporting.

A coordinated program

Extend across agencies, domains or counties so every office is described accurately.

The upside

Make AI an on-ramp, not an obstacle.

When AI points people to your official eligibility checklists, forms and locations, they arrive prepared.

  • Fewer repeat calls: accurate self-service answers reduce the questions that overload call centers and frontline caseworkers.
  • Better first appointments: applicants who used an assistant to gather documents and pre-fill paperwork move faster once they meet a caseworker.
  • Protected reputation: leadership sees how the agency is described and can respond with facts.
  • More people served: optional programs and new requirements are discoverable at the moment of need.
Resident preparing paperwork for a benefits appointment.
Built for the people who run HHS

Everyone with a stake in how the agency shows up.

Secretaries and commissioners

See how the department is described and have evidence-based answers for the public and the legislature.

Communications and public information

Get early warning when answers are wrong, outdated or negative, and a plan to correct them.

Digital services and web teams

Receive a prioritized backlog of content, accessibility and technical fixes tied to real prompts.

Program directors

Understand visibility for Medicaid, SNAP, TANF, child support and more, with program-level reporting.

Call center and field operations

Reduce repeat questions by fixing the sources that cause them.

County directors

Make sure local offices, hours and processes are described correctly.

Why Prolifico

A partner built for public sector Brand Visibility.

Prolifico is an Adobe implementation partner started by Adobe veterans, with a Brand Visibility program designed specifically for government.

  • Proven with Adobe Brand Visibility: Prolifico has configured it for more than 25 clients and is one of the leading partners specializing in this solution.
  • Launched properly: configured, measured and turned into a prioritized 90-day plan in about six weeks.
  • One team for the whole fix: Brand Visibility, Adobe Experience Manager, Edge Delivery Services and Adobe Analytics under one roof, including Section 508 and WCAG accessibility.
  • Constituent-focused prompts: a methodology built around eligibility, benefits, permits, deadlines, forms and locations.
  • Starts small, scales statewide: one program, one agency, or many agencies and counties on a consistent approach.
  • Ongoing support: monthly recommendations, technical optimizations and quarterly reviews as policy changes.
Agency staff and consultants reviewing a visibility dashboard.

Be the first, accurate answer on every program you run.

Ask for an AI visibility scan of your domain and a baseline on the questions residents ask about your priority programs.

FAQ

Frequently asked questions

How does Adobe Brand Visibility help Health and Human Services agencies?

It shows how the agency and each program (Medicaid, SNAP, TANF, child support, child welfare, coverage) are described in AI-generated answers, where information is missing or wrong, and which sources are shaping the answer. Prolifico turns that into a prioritized program of content, accessibility and technical fixes.

Why should an HHS agency care about AI search now?

Residents increasingly ask AI assistants about eligibility, renewals, deadlines and new requirements. Gaps or negative, unofficial sources in those answers can mean coverage loss, lost cases, repeat calls and reputational risk.

Can we start with one program?

Yes. Many agencies start with the program under the most pressure, such as Medicaid readiness for January 2027, child support or mandated-reporter resources, then expand.

Does it work for county-administered states?

Yes. In state-supervised, county-administered models we add county-level prompts so each office, phone number and process is described correctly.

How long does the launch take?

About six weeks, from discovery through a launch report and a prioritized 90-day plan. Ongoing support is an annual program with monthly recommendations and quarterly reviews.

Why choose Prolifico for HHS Brand Visibility?

Prolifico is an Adobe implementation partner started by Adobe veterans, with a Brand Visibility program built for government. We combine Brand Visibility with Adobe Experience Manager, Edge Delivery Services, Adobe Analytics and Section 508 and WCAG accessibility expertise.

Is there a demo of Adobe Brand Visibility for Medicaid?

Yes. Prolifico's walkthrough, under ten minutes, uses a mock agency and sample data to show how an HHS agency finds Medicaid questions where AI is wrong or silent, reads the AI answer and cited sources, and fixes the gap with preview and one-click roll back.

Can you scan our agency's domain?

Yes. Ask for an AI visibility scan of your domain and a baseline on the questions residents ask about your priority programs.