Legislative tracking & AI bill summaries

Understand the bill.
Prepare your response.

Track and analyze legislation in all 50 states. Lobb-E cleans the bill of deleted text, briefs it from the point of view you choose, checks that briefing against the bill text, drafts what you need next, and tells you when the bill changes.

25 free credits · No credit card required

Your legislative workspace
Lobb-E bill tracking with status and state filters, saved briefing counts, and an expanded At a glance summary for HB651.

Swipe across the screen to explore the saved workspace.

Actual Lobb-E workspace. Saved example; statuses are shown as captured.View full-size screenshot ↗

From legislative bill summaries
to work you can use.

Bring the bill, the people you represent, and the work you need to prepare into one place. You remain the editor of every briefing and draft.

01

Find or upload a bill

Search for state legislation through LegiScan, Lobb-E’s legislative data source, or upload a bill PDF you already have.

02

Generate a fully editable bill briefing

Choose a neutral overview or examine the bill from the perspective of a group whose interests you want to understand. After the briefing is written, a powerful AI model checks it against the bill’s source text and revises it where needed to maximize accuracy.

03

Prepare what comes next

Choose from 15 editable advocacy and communication products, from talking points to social media posts to a press release, written in your organization’s voice. Add your judgment before sharing it.

One briefing,
15 ways to share it.

For your stakeholders

Briefing packet · Colleague brief · Slide deck · Talking points · Coalition memo · Member alert

For lawmakers

Sponsor email · Hearing testimony

For the press and the public

Press release · X posts · LinkedIn post · Facebook post

For reference

Policy highlights · Implementation timeline · The case for and against

Written in your voice. Say who is speaking and the points to make.

Policy intelligence

One bill.
Different stakes.

Research the impact on your stakeholders

A bill can create an opportunity for one group and a new responsibility for another.

Brief a bill from any group’s point of view: who may benefit, who may bear new costs, and why they might support or oppose it.

That’s policy intelligence: understanding not just what the bill says, but what it could mean for the people affected.

The briefing, beside the bill.

This saved briefing examines Georgia HB1193 from a school superintendent’s perspective.

Stakeholder perspectiveK–12 school superintendents
lobb-e.comHB 1193 · Superintendent perspective
Real Lobb-E screenshot showing an HB1193 briefing for K–12 superintendents beside the original bill. The briefing retains the phrase subject to appropriations.

HB 1193 · Superintendent perspective

Georgia Early Literacy Act of 2026

“Its most tangible new resource: subject to appropriations, the State Board will provide grants reimbursing the beginning salary and benefits of one school-based literacy coach for each school with any of grades kindergarten through three — at 50 percent for schools with 200 or fewer full-time-equivalent students.”

Excerpt from the real product screen, reflowed for reading on a phone.

Careful reading comes first

The deadline changed.
Your briefing should, too.

Old language and new instructions can appear on the same line. Lobb-E helps you separate them before you prepare a briefing.

See a real bill example ↓
Georgia · HB 1193As passed · 2026
Bill excerpt · original markingsPage 10 · Section 2-1

implement uniform grade-appropriate metrics for measuring literacy.

(2)  By March 1, 2027 As soon as practicable but not later than January 1, 2024, the board shall:

(A)  Upon the recommendation of the Office of Student Achievement, approve Approve high-quality instructional materials aligned to the science of reading to be used for teaching students in kindergarten through third grade to read; and

HB 1193/AP · excerpt ends

Two dates. Only one remains. The underlined deadline replaces the language marked for deletion.

Real bill text, reformatted for this interactive illustration. The cleaned reading is a demonstration, not a recording of Lobb-E processing this bill.

View original PDF ↗

AI convenience. Legislative safeguards.

If you’re using AI to read bills, use a tool built for bills.

A convincing summary can still get a bill wrong. AI can invent details, apply a requirement to people it doesn’t cover, or draw conclusions the legislation doesn’t support.

Before you see a briefing:

  • Deleted language comes out first. Struck-through text is cleaned out before analysis.
  • A second AI model checks it against the bill. It revises sentences that overstate the bill, apply it to the wrong people, or treat conditional funding as guaranteed.
  • Drafting errors get flagged. When broken wording in the bill leaves a deadline, an amount, a duty, or who must act unclear, the briefing points to the passage so you can raise the question.

Your review still matters. No AI tool can guarantee an error-free briefing.

From the same bill · page 3Lines 42–43 ↗
“Subject to appropriations by the General Assembly, the State Board of Education shall provide grants…”

“Funding may be available” is not “funding is guaranteed.”Missing that distinction could lead your organization to plan around money the bill does not guarantee.

Version alerts & comparison

Know when a bill
changes under you.

Bills get amended, substituted, and sometimes gutted and replaced with something else entirely. Lobb-E watches the bills you’ve briefed and tells you what kind of change you’re looking at.

Newer version alert · Free

Is your briefing still current?

When a newer version of a bill you’ve briefed appears on LegiScan, or you upload one, Lobb-E alerts you and says whether it is substantially the same bill, materially different, or about a different subject altogether.

Full-text comparison · 2 credits

What exactly changed?

Compare any two versions of a bill. Lobb-E cleans both, marks every deletion and addition in one redline, and opens with a verdict and a short plain-language summary of the changes.

The 2 credits are charged only if the comparison finishes. If a version needs the AI reader to clean it, Lobb-E shows that cost and asks first.

Every comparison opens with one of three verdicts

Same subject · technical changes onlyWording, numbering, and cleanup. Your briefing still holds.
Same subject · substantive changesA deadline, an amount, a duty, or who must act has changed. The new version is worth a new briefing.
Subject changedThe bill now does something else: gutted and replaced, turned into a vehicle bill, or carrying provisions unrelated to the original.

See how Lobb-E reads a bill you know.

Try Lobb-E free
Actual Lobb-E product screen · scroll to explore
Saved HB1193 stakeholder briefing and original bill document, at full capture resolution.

Different responsibilities. A shared need for clarity.

You have people
to keep informed.

They may be members, colleagues, constituents, or a school board. Lobb-E helps you prepare an explanation that is useful to the people who will read it.

Nonprofits & advocacy firms

Understand proposals that affect your mission, prepare member updates, and develop testimony or talking points for your team to review.

Government affairs teams

Keep your team working from a shared list of bills. Prepare briefings and multi-bill reports that help colleagues understand the issues you are following.

Elected officials & staff

Begin with a neutral explanation of a bill. Use it to prepare briefing materials and examine how the proposal may affect different groups in your community.

School systems

Review proposed changes that may affect your district. Prepare board briefing materials, leadership updates, and timelines for requirements identified in the bill.

Legislative reports & communication drafts

Give people something
they can work with.

A briefing is the starting point for everything you share, and every draft is yours to edit.

Turn dates into a planning document.

Deadlines from the bill, grouped into a timeline you can share.

Bring several bills into one report.

Combine saved briefings into one report for a session update or a leadership meeting.

A saved Lobb-E implementation timeline showing compliance deadlines, with slide deck and timeline output controls.
Actual saved output for Georgia HB1193; not current legal guidance.View full size ↗

Lobb-E grew out of five Georgia legislative sessions and the practical demands of leading a small nonprofit: read the bill, understand the impact, and explain it to the people who depend on you.

Read why Buddy built Lobb-E

Legislative tracking software
for your workload.

Start free. Then choose an annual plan for yourself or your team, with all 50 states included.

Pro

For one person

$1,490billed annually
1 user · 3,000 credits per year
  • Neutral and stakeholder-perspective briefings
  • Bill tracking, saved work, and internal notes
  • Multi-bill reports and timeline reports
  • Bill text cleaning before analysis
  • Version alerts and full-text comparison
  • 15 advocacy and communication products, written in your voice
Subscribe to Lobb-E

Your annual credit allowance is available from day one.

Studio

For a small team

$3,990billed annually
3 users · 9,000 shared credits per year
  • Everything in Pro
  • A shared workspace for your team
  • Team communications and usage reporting
  • One account administrator and one invoice
Subscribe to Lobb-E

Additional users: $990 per year each.

What is a credit?

Credits measure use of Lobb-E’s analysis and drafting tools. A briefing starts at 4 credits, a communication draft uses 2, and comparing two versions of a bill uses 2. Version alerts are free.

A simple example: 4 + 2 = 6 credits
A minimum-cost bill briefing plus one communication draft.Longer bills and some PDF cleaning cost more. Annual credits do not roll over. See the full credit schedule.

Before you get started

How does Lobb-E use AI to summarize legislation?

Search for a bill or upload a PDF, then choose a neutral overview or a stakeholder perspective. Lobb-E’s AI-assisted legislative analysis helps explain what the bill proposes. Bill-text cleaning and safeguards are designed to reduce errors such as treating deleted language as part of the proposal or overlooking conditions. Review the source bill and resulting briefing before relying on them.

How does Lobb-E check its own work?

After a briefing is written, a second AI model reads it against the bill’s source text before you see it. It looks for specific mistakes: a requirement stated more strongly or more broadly than the bill says, a rule applied to the wrong people, conditional funding described as guaranteed, and summaries that go further than the bill. It revises the sentences it finds. The briefing shows you what the check did. Communication products get their own check against the briefing you approved.

What does it cost to track changes to a bill?

Newer version alerts are free. A full comparison of two versions costs 2 credits and is charged only if it finishes. If either version needs the AI reader to clean it, Lobb-E shows that cost and asks before charging. You decide whether to brief the new version.

How is a stakeholder briefing different from a bill summary?

A bill summary, like Lobb-E’s neutral briefing, explains what a proposal would do. A stakeholder briefing also examines what it could mean for a particular group, such as nonprofit grant recipients or school superintendents: potential benefits, costs, obligations, and reasons for support or opposition. Those are interpretations to assess, not established intentions or guaranteed outcomes, and a focused briefing does not set an official position for your organization.

Do I need to know how to use AI?

You do not need to write a chatbot prompt. The workflow starts with a bill and a choice of briefing type. You should still review the bill and check the resulting analysis before relying on it.

What can I do in the free trial?

You receive 25 credits, valid for 90 days, with no credit card required. Try a bill you already know, review the briefing, and create communication drafts. The number you can create depends on bill length and any cleaning charges.

What if my team has questions before subscribing?

Contact Lobb-E to discuss your workflow, credit needs, and team size. If your organization needs specific purchasing or data-handling information, ask for it before deciding.

Start with a bill you know.

Review a Lobb-E briefing against your own reading. See whether it helps you prepare the work you need to do next.

Try Lobb-E free

Contact & support

Questions? We’re here to help.

Whether you’re evaluating Lobb-E, weighing Studio for your team, or already a customer who needs help, send us a note and we’ll get back to you. Common questions are answered below.

Or email us directly at support@lobb-e.com.

Credits

Simple, honest credit pricing.

You only pay for what you actually run. Credits deduct automatically as you work, and if anything fails on our end, they’re restored automatically.

3,000credits a year with Pro
9,000credits a year with Studio, shared across the team

To put the costs below in perspective: a full analysis of a typical bill runs a few credits, and even a very large bill is capped at 50, so your annual pool stretches across hundreds of bills each year.

ActionCredit costMinimum
Bill Briefing1 credit per 5,000 characters of bill text4
Communication Products (talking points, press releases, and 13 more)2 credits (flat)—
Redline cleanerFree for most bills; 1 credit per 4 pages only when a page needs AI vision2 (vision only)
Newer version alertFree—
Version compare2 credits per comparison, charged only if it finishes; cleaning a version with AI vision is priced like the Redline cleaner, and Lobb-E asks first—

Depending on the formats your state uses to mark up its bills, Lobb-E cleans most bills of their strikethrough text for free. You’re only charged when a page’s markup is complex enough to need the AI vision reader, and only for the pages that actually use it.

Credit questions

Why is Lobb-E annual-only?

Serious legislative work is annual work. Pre-files start in the fall, interim committees meet between sessions, and multi-state coverage means someone is always in session somewhere. Your account also keeps working between sessions, becoming the institutional memory you build next year’s strategy on. If you want to evaluate first, the free trial exists for exactly that.

What happens when I run out of credits?

You can still log in, view past analyses, manage tracked bills, and read everything you’ve already generated. New analyses and outputs pause until your plan renews. Your subscription includes more credits than most policy professionals use in a year. If you do need more, contact Lobb-E support to discuss top-up options.

Do credits roll over?

Your plan’s yearly allotment is 3,000 credits on Pro and 9,000 on Studio, plus 2,000 more for each additional Studio seat. When your subscription renews each year, unused credits don’t roll over — your account reloads with a full new year’s allotment, so you always start fresh with your complete balance. Your entire year of credits is available from day one, so you can lean on them hardest during your busiest session months.

Can I switch tiers mid-year?

Yes. Upgrades from Pro to Studio are prorated. We don’t currently offer mid-year downgrades from annual plans; you keep your current tier until renewal.

How do I get help?

Use the form at the top of this page, or email us directly at support@lobb-e.com. You’ll get a reply from a real person, whether you’re evaluating, already a customer, or somewhere in between.