Income Lab vs MoneyGuidePro: Planner Choice for 2026
The short answer: choose the planning conversation first
Income Lab vs MoneyGuidePro is primarily a choice between an income-distribution-centered workflow and a broad, goals-centered planning workflow. Income Lab is suited to planners who need to repeatedly model retirement spending, taxes, Roth conversions, Social Security, and changing household inputs. MoneyGuidePro, part of Envestnet’s MoneyGuide offering, is suited to teams that want client-facing goals conversations, broad plan construction, and an established platform across planning levels.
Income Lab’s published Core subscription is $199 per month when billed annually, while its Pro subscription is $299 per month when billed annually, according to Income Lab. MoneyGuidePro does not publish a self-serve price on the official pages reviewed for this comparison, so its planning-system price should be treated as Quote-based.
The deciding question is not which interface has more screens. Ask whether your recurring client work begins with “What can this household safely spend?” or “Which goals matter most, and how do we engage the household around them?” The first points toward Income Lab. The second points toward MoneyGuidePro.
TL;DR: Choose Income Lab when retirement-income and tax-distribution work drives your calendar; choose MoneyGuidePro when a flexible, goals-first planning framework and client participation are central to the firm’s process.
Key Takeaways
Income Lab puts guardrails, tax-aware withdrawals, Roth analysis, Social Security, and retirement distribution work at the center of the planning process.
MoneyGuidePro is a goals-based planning system with financial plans, asset-allocation plans, lifetime-income plans, scenario analysis, and client collaboration.
Income Lab publishes Core and Pro prices; MoneyGuidePro pricing was not publicly posted on the official pages reviewed, so obtain a written quote.
Both products can fit an advisor-led process, but implementation work should test data ownership, exports, role permissions, integrations, and report review.
A planner changing systems should run parallel plans for representative households before treating any generated output as client-ready.
Automation can reduce rekeying around planning tools, but it should not replace advisor review of planning assumptions, calculations, disclosures, or recommendations.
Income Lab Core: $199/month annually.
MoneyGuide licenses: 118,000+ according to MoneyGuide (2025 customer-survey context on the page).
How we evaluated these tools
This evaluation weights the work a retirement planner must actually perform: build and revise a retirement plan, explain trade-offs, obtain reliable household data, produce reviewable deliverables, and operate the system over time. The weights are analysis choices, not vendor scores. A firm with a different client mix should change the weights before making a purchase decision. For adjacent comparisons, see MoneyGuidePro vs eMoney, MoneyGuidePro vs RightCapital, and lab-result notification automation.
| Evaluation criterion | Weight | Why it matters | What to validate in a firm review |
|---|---|---|---|
| 1. Retirement-income depth | 25% | Retiree households require ongoing spending and withdrawal decisions | Guardrails, income sources, taxes, and scenario outputs |
| 2. Goals and client engagement | 20% | Planning only works when clients understand and act on it | Goal prioritization, collaboration, portal, and meeting flow |
| 3. Tax and distribution workflow | 15% | Distribution choices can alter tax outcomes | Roth, withdrawal sequencing, tax assumptions, and review controls |
| 4. Data and integrations | 15% | Reentry creates delay and reconciliation risk | CRM, custodian, portfolio, and account-data connections |
| 5. Implementation and governance | 15% | A feature set has limited value without a controlled process | Roles, exports, audit trail, training, and handoffs |
| 6. Commercial fit | 10% | Subscription cost and contract scope affect the operating model | Public price, quote terms, seat model, and migration work |
The comparison should not be treated as an investment recommendation or as a substitute for plan-level due diligence. The T3/Inside Information survey reported Income Lab’s retirement-distribution market share at 9.08% and its average user rating at 8.20, according to T3 Technology Hub (2026).
Income Lab market share: 9.08% according to T3 Technology Hub (2026).
| Measure | Figure | Context |
|---|---|---|
| Income Lab market share | 9.08% | 2026 survey |
| Income Lab average user rating | 8.20 | 2026 survey |
| MoneyGuide licenses | 118,000+ | 2025 page |
A useful definition: retirement income planning is the process of modeling how a household funds spending through retirement while accounting for assets, income sources, taxes, longevity, and changing assumptions.
Feature matrix: where the products approach planning differently
| Planning need | Income Lab | MoneyGuidePro | Buyer interpretation |
|---|---|---|---|
| Primary planning orientation | Retirement distribution and spending guardrails | Goals-based planning with broad plan construction | Start with the planning conversation your advisors repeat most |
| Retirement spending | Guardrails and spending-focused analysis | Retirement planning within broader goal planning | Compare the client-facing explanation, not just calculations |
| Tax-aware work | Roth conversion and withdrawal analysis | Tax-sensitive scenarios and retirement inputs | Validate which tax decisions need dedicated workflow support |
| Social Security | Strategy modeling is listed in Core and Pro | Automatic Social Security calculation is listed in planning features | Test a representative married, survivor, or timing case |
| Scenario analysis | Side-by-side scenarios and stress testing | What If plans, historical tests, and stress tests | Compare assumptions, exports, and meeting presentation |
| Client collaboration | Advisor workflow and plan deliverables | Shared planning, client access, and interactive tools | Decide whether the client should actively change inputs |
| Data connections | CRM, portfolio, custodian, and account aggregation options | Compatibility with planning, aggregation, CRM, and other applications | Verify your exact systems and data mappings |
| AI-assisted workflow | Pro describes document, meeting, and planning assistance | Confirm current package capabilities directly with vendor | Treat generated drafts as review items, not advice |
MoneyGuidePro’s official feature material describes financial plans, asset-allocation plans, lifetime-income plans, retirement planning, scenario changes, and stress testing, according to MoneyGuide. The key practical difference is workflow emphasis: Income Lab foregrounds an ongoing retirement-income process, while MoneyGuidePro gives the firm a broad planning environment that can begin with client goals and expand into retirement, protection, estate, and allocation discussions.
For an established MoneyGuidePro firm, the fair question is not whether it can model retirement. It can. The question is whether the team needs a more specialized, repeatable income-distribution workflow than its current planning process makes convenient. For an Income Lab firm, the reverse question is whether the firm needs a more expansive goals-led engagement layer across a wider range of household planning conversations.
Pricing and total-cost questions
Pricing checked October 10, 2026.
| Vendor | Plan or commercial path | Published price | Billing detail | Cost question to ask |
|---|---|---|---|---|
| 1. Income Lab | Core | $199/month | $1,990 annually | Which integrations and staff seats are needed? |
| 2. Income Lab | Pro | $299/month | $2,990 annually | Does the added workflow justify $100/month more than Core? |
| 3. Income Lab | Support staff seat | $80/month | $800 annually | Which roles need their own access? |
| 4. MoneyGuidePro | Planning-system quote | Quote-based | Confirm directly with vendor | What are subscription, implementation, integration, and renewal terms? |
| 5. MoneyGuidePro | Enterprise or broker-dealer arrangement | Quote-based | Confirm directly with vendor | Which configuration, support, and data services are included? |
| 6. Migration work | Internal firm effort | Quote-based | Depends on source systems | Who maps households, validates records, and signs off? |
Income Lab states that annual billing gives two months free and lists support-staff seats at $80 per month, according to Income Lab. MoneyGuidePro’s official material reviewed here describes product capabilities and integrations but does not state a public list price, so no estimated price is presented.
Income Lab Pro: $299/month annually.
Do not reduce total cost to subscription price. The meaningful cost includes staff training, historical plan cleanup, parallel validation, client communications, report redesign, integration mapping, access controls, and the operational time needed to resolve exceptions. A lower displayed subscription can be more expensive if it creates manual checking for every plan; a broader system can also be more expensive if the firm buys capabilities it does not operationalize.
Income Lab profile: best when retirement income is the repeated job
| Profile area | Income Lab evidence | Best fit | Limitation to test |
|---|---|---|---|
| Core planning use | Retirement distribution, spending, taxes, Social Security, and scenario analysis | Retirement-focused planners needing recurring income conversations | Firms needing a primarily goals-led prospecting experience |
| Tax workflow | Roth conversion and withdrawal-related capabilities | Teams where distribution sequencing is a regular planning task | How current-year source data enters and is reviewed |
| Client deliverable | One-page plans and custom report content are listed | Planners who want concise retirement deliverables | Whether templates meet firm disclosure requirements |
| Integrations | CRM, custodian, portfolio, and aggregation options are listed | Firms with compatible source systems | Exact connector coverage and field ownership |
| Pro workflow | Document, meeting, and planning-assistance features are listed | Teams willing to review generated work | Role controls, prompts, exceptions, and advisor approval |
Income Lab is the stronger match when a planner spends much of the week updating retirement-income plans after market moves, tax-document arrival, changes in spending, Social Security timing, or client decisions. Its published capability set is built around spending guardrails, tax planning, retirement analysis, and scenario comparison. That can make the system easier to evaluate for a retirement-specialist practice because the planning question is concrete: what funding and spending choices should be examined next?
Its limitation is also the reason to assess it carefully. A firm that wants broad, goal-first client engagement across younger accumulators, protection planning, and multiple planning styles should confirm that Income Lab’s process feels natural across its full book. Do not assume a retirement-income strength automatically makes it the right primary environment for every planning relationship.
A proposed US Tech Automations workflow could begin when a planner marks a household review request in the CRM. After the trigger, a configured process could retrieve permitted account or CRM exports, check that required fields are present, create a review packet, and place it in a controlled queue. The output would be a checklist of missing inputs, source timestamps, and an advisor-ready packet rather than an automatic planning recommendation. This requires authorized API or export access, documented field mappings, and a human planner to review assumptions and approve anything shared with a client.
MoneyGuidePro profile: best when goals engagement is the repeated job
| Profile area | MoneyGuidePro evidence | Best fit | Limitation to test |
|---|---|---|---|
| Core planning use | Goal-based financial plans and retirement planning | Firms that structure meetings around goals and priorities | Whether desired income work is sufficiently specialized |
| Client participation | Shared web access and interactive planning are described | Advisors who want households involved in scenario changes | Client onboarding and support burden |
| Breadth | Asset allocation, estate, insurance, retirement, and goal planning are listed | Broad planning practices and established enterprise workflows | Configuration discipline across advisor teams |
| Scenario tools | What If plans and stress-testing features are described | Teams that compare choices during meetings | Standardized assumptions and report consistency |
| Integrations | Official integration listings span multiple categories | Firms with existing compatible systems | Which connections are included in the commercial quote |
MoneyGuidePro is the stronger match when the advisor’s method starts with a client’s priorities and uses an interactive planning process to connect those priorities to financial choices. The official product information describes multiple goals in a plan, priority-order funding, retirement inputs, scenario changes, and stress tests. That breadth can serve a firm that wants planning to be the center of an ongoing client relationship rather than a specialized retirement-distribution exercise.
MoneyGuide reports 25 years of experience and more than 118,000 licenses on its product material. Those are vendor-reported scale indicators, not proof that the product is right for an individual practice. The evaluation should still include a live working session using the firm’s household patterns, its required reports, and its actual data sources.
A second proposed US Tech Automations workflow could start after an advisor completes a meeting note and selects “planning review required.” The configuration could normalize approved CRM fields, compare them with an authorized planning-system export, flag changed dates or incomplete values, and produce an exception list for operations. The output would be a review queue showing which records need confirmation before the planner edits a plan. It needs a documented export or API route, a field-level source-of-truth decision, role-based access, and a human review before any plan data is changed.
Who this is for
This comparison is for retirement planners, advisory operations leaders, and technology owners choosing a planning platform or deciding whether a specialized retirement-income tool should sit beside a broader financial-planning environment.
Income Lab is usually the better shortlist candidate for a practice whose client reviews repeatedly center on tax-aware distributions, retirement spending, income sources, and plan updates. MoneyGuidePro is usually the better shortlist candidate for a practice that wants a broad, goals-driven planning process with interactive client participation and established enterprise-style scope.
Red flags: a firm cannot identify its system of record; a team expects generated outputs to bypass advisor review; a buyer has not mapped its required integrations, exports, and permissions.
A worked planning-operations example
For an illustrative annual-review process, assume a planner has 12 retirement households, spends 2.5 hours assembling source data for each review, and wants to reduce manual assembly by 30%. The baseline is 12 × 2.5 = 30 hours; a 30% reduction equals 9 hours, leaving 21 hours of assembly work before planner review. If the firm maintains household review records in Zoho CRM as part of an adjacent operational workflow, a configured validation step can check an exported contact record’s Modified_Time against the firm’s approved review timestamp before placing records in the review queue; that field represents the date and time at which a record was modified, according to Zoho. This is illustrative math, not a performance claim, and it still requires a planner to validate household values and planning assumptions.
| Review measure | Figure | Scenario |
|---|---|---|
| Retirement households | 12 | Annual review |
| Baseline assembly time | 30 hours | 12 × 2.5 hours |
| Reduced assembly time | 21 hours | 30% reduction |
Build versus buy: the no-code and in-house alternative
The real alternative is often not Income Lab or MoneyGuidePro alone. It is stitching planning-adjacent work together with Zapier, Make, or n8n, or asking an internal developer to build connectors and queues. Those tools can support run histories, retries, error branches, and audit evidence when configured well. They also leave the buyer responsible for observability, idempotency, escalation paths, access controls, data retention, and maintenance when vendors alter exports or APIs.
A proposed US Tech Automations design could configure explicit source timestamps, duplicate-prevention keys, retry limits, review queues, and a documented escalation owner. It would require approved API or export access from the planning, CRM, and portfolio systems, plus a human owner for exception review and access decisions. The value is not that a workflow makes planning decisions; it is that it can make the data-preparation and review path easier to inspect.
The broader market makes this operational work relevant. Cerulli reported that 92% of advisor practices offering planning services use general financial-planning software, according to Cerulli Associates (2025). That level of adoption does not tell a firm which product to select, but it does reinforce that the surrounding data process deserves as much attention as the planning interface.
Decision checklist before signing
Run the same three to five representative households in both systems: a straightforward retiree, a tax-sensitive distribution case, a complex goals case, and a household with incomplete data.
Define which outputs are advisor workpapers, which are client deliverables, and which require compliance review.
List every required source: CRM, custodian, portfolio system, account aggregator, document repository, and reporting tool.
Request written confirmation of commercial terms, data export options, implementation support, role permissions, and renewal conditions.
Test the exception path: a changed beneficiary, missing tax document, stale balance, duplicate household, and late meeting note.
Decide whether the firm needs a primary planning system, a specialized retirement-income system, or an integrated process using both.
The Financial Planning Association’s 2025 T3/Inside Information survey included 2,128 valid responses after screening, according to Financial Planning Association (2025). Use outside surveys as context, not as a substitute for a firm-specific evaluation.
When NOT to use US Tech Automations
Do not use US Tech Automations when a firm already has a simple, reliable native integration that meets the need, when the workflow volume does not justify setup and maintenance, or when the required source systems cannot provide authorized exports or APIs. A simpler documented checklist can win when the process is low-volume, stable, and fully handled by one accountable planner. Automation should be considered only after the firm can name the trigger, source data, desired output, exception owner, and review point.
Common buying mistakes
A common mistake is treating a planning-system demo as an implementation plan. A demo proves that a feature exists; it does not prove that your household data arrives correctly, advisors use the feature consistently, reports meet supervision requirements, or exceptions receive attention.
Another mistake is comparing only the happy-path plan. A buyer should test a household with missing records, revised income, a planning disagreement between spouses, an unusual tax situation, and a required last-minute report change. These are the cases that reveal whether the system supports the firm’s operating model.
A third mistake is treating AI-assisted or automated drafting as approved planning output. Any document extraction, meeting summary, household change, recommendation, or report should remain visible to a qualified reviewer. Income Lab’s Pro material describes reviewable outputs and advisor control; confirm how that control works in the firm’s own process rather than assuming it resolves governance requirements.
Frequently asked questions
Is Income Lab or MoneyGuidePro better for retirement income planning?
Income Lab is usually the more direct fit when retirement spending, guardrails, tax-aware withdrawals, and distribution reviews are the central recurring tasks.
MoneyGuidePro can support retirement planning inside a broader planning framework, so it can be appropriate when the firm needs retirement work integrated with a goals-led client experience. The right choice depends on the firm’s planning method and required outputs.
Does MoneyGuidePro publish its price?
No public MoneyGuidePro list price was located on the official pages reviewed for this comparison, so treat it as Quote-based.
Ask for written pricing that identifies licenses, implementation, integrations, support, renewal terms, data access, and any enterprise conditions. Do not compare its cost to Income Lab using unverified third-party estimates.
What does Income Lab cost?
Income Lab lists Core at $199 per month billed annually and Pro at $299 per month billed annually.
The right comparison is not just Core versus Pro. Add staff seats, integrations, implementation effort, and the actual planning work that the firm expects each tier to support.
Can a firm use both systems during a transition?
Yes, a parallel evaluation is often the safest way to compare outputs before changing a primary workflow.
Choose representative households, set an end date for the test, document assumption differences, and have designated planners sign off on which outputs remain authoritative during the transition.
Are no-code tools enough for planning workflow automation?
They can be enough for a clearly bounded, well-governed process with stable APIs or exports.
They are not automatically safer or cheaper than a designed workflow because the firm still owns credentials, monitoring, retries, duplicate handling, escalation, and review controls.
Which tool is better for client engagement?
MoneyGuidePro is generally the stronger candidate when interactive goals conversations and client participation are the core experience being evaluated.
Income Lab is generally the stronger candidate when the engagement centers on explaining retirement-income choices and repeatedly updating those decisions as household conditions change.
The decision
Pick Income Lab if your firm needs a planning process that repeatedly returns to retirement spending, distribution sequencing, tax choices, and income-plan updates. Pick MoneyGuidePro if your firm needs a broad, goals-based framework that supports client participation across many planning conversations.
Before committing, perform a parallel evaluation using your actual households and your actual operating constraints. Review pricing terms in writing, confirm integrations with your own vendors, and assign ownership for data exceptions. For a proposed review-queue and data-validation design around either planning system, see how US Tech Automations configures this.
About the Author
Helping businesses leverage automation for operational efficiency.
