ChatGPT answers, unedited

If the goal is “client gets a branded login and dashboard, and we don't want to build a portal ourselves,” there are a few strong fits.

My shortlist

AgencyAnalytics is probably the closest match to your requirements. It supports a fully branded login, your own domain, client-specific permissions, and client portal access. It also has 85+ integrations and lets you clone dashboards for new clients. AgencyAnalytics AgencyAnalytics AgencyAnalytics

agencyanalytics.com

Databox is worth considering if the dashboards themselves are the main product rather than traditional monthly reports. It supports separate client accounts, client access controls, custom domains, branded dashboards/reports and automated delivery. Its current agency offering is explicitly designed around managing multiple client accounts. Databox Databox

databox.com

Whatagraph is another relatively turnkey option if presentation quality matters more than highly customized analytics. Basedash

What I'd choose based on your wording

If “client login + white-label + minimal implementation” is the priority, I'd start by testing AgencyAnalytics and Databox side-by-side. The important distinction is:

• AgencyAnalytics: more of an out-of-the-box agency client reporting portal.
• Databox: more of a live analytics/dashboard product that happens to have strong agency/client functionality.
• Looker Studio: excellent for inexpensive custom dashboards, but you'd be taking on substantially more work to create the polished white-label client experience.

If you tell me what data sources you need to connect (e.g. GA4, Google Ads, Meta, Salesforce, HubSpot, Stripe, SQL), I can narrow this to the 2–3 platforms that require the least setup for your exact stack.

AgencyAnalytics is probably the closest match to your requirements. It supports a fully branded login, your own domain, client-specific permissions, and client portal access. It also has 85+ integrations and lets you clone dashboards for new clients. AgencyAnalytics AgencyAnalytics AgencyAnalytics

agencyanalytics.com

Databox is worth considering if the dashboards themselves are the main product rather than traditional monthly reports. It supports separate client accounts, client access controls, custom domains, branded dashboards/reports and automated delivery. Its current agency offering is explicitly designed around managing multiple client accounts. Databox Databox

databox.com

Whatagraph is another relatively turnkey option if presentation quality matters more than highly customized analytics. Basedash

What I'd choose based on your wording

If “client login + white-label + minimal implementation” is the priority, I'd start by testing AgencyAnalytics and Databox side-by-side. The important distinction is:

• AgencyAnalytics: more of an out-of-the-box agency client reporting portal.
• Databox: more of a live analytics/dashboard product that happens to have strong agency/client functionality.
• Looker Studio: excellent for inexpensive custom dashboards, but you'd be taking on substantially more work to create the polished white-label client experience.

If you tell me what data sources you need to connect (e.g. GA4, Google Ads, Meta, Salesforce, HubSpot, Stripe, SQL), I can narrow this to the 2–3 platforms that require the least setup for your exact stack.

If the requirement is specifically “client gets their own login + sees a branded dashboard + we don't want to build a portal”, I'd shortlist these:

The two I'd investigate first

AgencyAnalytics is probably the closest match if you want an agency-style client portal without engineering it yourself. Clients can have individual logins, and you can brand the login experience, dashboards, reports, and custom domain. It also has 85+ integrations and supports cloning dashboards for new clients. AgencyAnalytics AgencyAnalytics

agencyanalytics.com

Databox is worth considering if the dashboard itself is more important than the agency/SEO workflow. Its white-label add-on provides a branded web app on your domain, client/user permissions, and branded dashboards. The current documentation says the white-label package is an additional $250/month on top of a paid plan. Databox

databox.com

One important distinction

If by “client login” you mean:

reports.myagency.com → client logs in → sees only their dashboards → your branding everywhere

then I'd focus on AgencyAnalytics, Databox, Whatagraph, or DashThis, rather than Looker Studio. Looker Studio is excellent for building dashboards cheaply, but it isn't really a white-label client portal. Basedash

If you tell me what data you're reporting (GA4/Ads/Meta/CRM/SQL/etc.) and roughly how many clients, I can narrow this to 2–3 options and compare pricing, client isolation, custom domains, SSO, and setup effort.

If you need white-label dashboards + client logins + minimal engineering, you’ll generally want a platform with a client portal / embedded analytics mode, not just a BI dashboard tool. The best fits depend on whether you’re an agency delivering reports or a SaaS product adding analytics.

Shortlist by use case

1. “Clients should log in to reports.mycompany.com and see their dashboards”

Best choices:

• ClicData — built around branded portals, custom domains, and client access without building auth yourself. ClicData
• Zoho Analytics — has an agency portal model where clients can directly log in and see only their own data. Zoho
• DashThis / AgencyAnalytics — easiest if your data is mostly marketing channels (GA4, Ads, SEO, social).

2. “We have a SaaS app and want analytics inside our product”

Look at:

• Holistics — designed for embedded analytics with signed URLs, permissions, and multi-tenant setups. Holistics Docs
• Metabase — good if you want a flexible BI layer and have some developer support. Metabase
• Zoho Analytics — supports embedded and OEM-style deployments. Zoho

My practical ranking for “no heavy setup”

1. Agency reporting portal: ClicData or Zoho Analytics
2. Marketing dashboards only: DashThis / AgencyAnalytics
3. SaaS customer analytics: Holistics or Metabase
4. Enterprise BI but still branded: Zoho Analytics

A few things to verify before choosing:

• Can each client only see their own rows (row-level security)?
• Can you create unlimited client users without painful licensing?
• Can you use your own domain?
• Are login emails and password resets branded?
• Does it support your data sources natively?

If you tell me whether this is for a marketing agency, SaaS product, MSP, or internal client reporting, plus your data sources (GA4, Stripe, Salesforce, SQL, etc.), I can narrow it to 2–3 options.

If you mean “clients get their own login, see only their data, and the portal looks like our brand” without building auth + dashboards yourself, these are the platforms I’d shortlist:

My quick recommendations by scenario

• Marketing agency / consultancy with 10–500 clients:

Start with Zoho Analytics or ClicData. They are closest to “create dashboard → invite client → client logs in.” ClicData Zoho

• You’re turning analytics into a SaaS feature:

Look at Knowi, Holistics, or Zoho Analytics embedded options. You’ll care more about SSO, tenant isolation, and API provisioning than a standalone portal. Zoho Holistics Docs

• You already have dashboards built in Power BI/Tableau:

Avoid migrating data. A wrapper like EmbedPortal can give you the client-login experience around existing BI assets. Embedportal

Things to verify before choosing

• Can each client have separate data isolation (not just hidden filters)?
• Can you use your own domain (e.g., analytics.yourcompany.com)?
• Can clients reset passwords/manage users themselves?
• Is pricing based on viewers, users, or usage? Client logins can get expensive on seat-based BI tools.
• Do you need a portal or true embedded analytics inside your app? Those are different products.

For the “least engineering, looks professional tomorrow” route, I’d usually test Zoho Analytics vs ClicData first. ClicData Zoho

Yes. If the requirement is “client gets their own login, sees only their data, and the reporting platform looks like ours” without building a portal yourself, I’d shortlist these:

My top two

1. AgencyAnalytics — easiest overall

It was specifically built around agencies and client accounts. You can give each client their own login, control what they can see, and put the whole experience behind your branding/custom domain. It also has 85+ marketing integrations and a drag-and-drop dashboard builder. AgencyAnalytics AgencyAnalytics

The particularly attractive part for your requirement: you don't need to build the authentication/client-isolation layer yourself. AgencyAnalytics

agencyanalytics.com

2. Databox — better if dashboards are the product

Databox has client sub-accounts, controlled user access, custom domains, branded login, branded dashboards/reports, and even a branded mobile experience. Its white-label package is explicitly designed to let clients log into what effectively looks like your own analytics application. Databox Databox

The catch is cost: the white-label/custom-domain package is currently an additional $250/month on applicable paid plans, although some agency plans include it. Databox Databox

databox.com

What I'd choose

If you're building this for marketing clients → AgencyAnalytics.

If you're building a more general client-facing analytics product where clients will spend time exploring KPIs → Databox.

If you tell me what data you're reporting (e.g. Google Ads/GA4, Salesforce, Shopify, internal database, etc.) and roughly how many clients, I can narrow it to 2–3 options and compare actual pricing + client-login/branding limitations.

Yes. If the requirement is “client gets their own login, sees only their data, and the whole thing looks like our product”, I’d shortlist these:

1. AgencyAnalytics — probably the easiest choice

AgencyAnalytics is particularly close to your requirements. It has individual client logins, granular permissions, branded login screens, custom domains, logos/colors, and client-specific dashboards. You can also clone dashboards/templates when onboarding new clients. AgencyAnalytics AgencyAnalytics

The important part: clients can either log into their portal or you can give them a read-only dashboard link, so you don't have to build authentication yourself. AgencyAnalytics

My pick if: you're an agency and want to be up and running quickly without engineering.

2. Swydo — simplest/cheapest-feeling alternative

Swydo is another good fit if the primary product is branded dashboards/reports rather than a sophisticated client portal. It supports custom branding, your own domain, reusable templates, automated reports, and online dashboards. Swydo Swydo Help Center

My pick if: you mainly need polished reporting and don't need a lot of portal functionality.

3. Databox — better for interactive dashboards

Databox supports a fully branded web app where users/clients log in through your custom domain, with user management controlling what they can see. Databox

The tradeoff is that the full white-label/custom-domain package currently carries an additional $250/month fee, so I'd only choose it if its richer dashboard/analytics experience is valuable to you. Databox

4. Wayfront — if you want an actual client portal

Wayfront goes beyond reporting: it combines a white-label client portal, branded login, dashboards, subscriptions/client management, and integrations with tools such as AgencyAnalytics and Looker Studio. Wayfront – Agency Client Portal Software

My pick if: reporting is only one part of the client experience and you want a broader “client portal” product.

What I'd choose

For minimum setup + client login + genuinely white-labeled experience:

1. AgencyAnalytics — best overall
2. Swydo — simplest reporting-focused option
3. Databox — best if dashboard interactivity matters
4. Wayfront — best if you need a broader client portal

I would not start with Looker Studio if “white-label client login” is a core requirement. It's excellent for building dashboards, but you start getting into embedding, Google authentication/sharing, permissions, and branding work rather than getting a ready-made white-label client portal.

If you tell me what data you're reporting (ads/SEO, SaaS metrics, CRM, financials, etc.) and roughly how many clients, I can narrow this to the 1–2 platforms I'd actually test.

My pick if: you're an agency and want to be up and running quickly without engineering.

2. Swydo — simplest/cheapest-feeling alternative

Swydo is another good fit if the primary product is branded dashboards/reports rather than a sophisticated client portal. It supports custom branding, your own domain, reusable templates, automated reports, and online dashboards. Swydo Swydo Help Center

My pick if: you mainly need polished reporting and don't need a lot of portal functionality.

3. Databox — better for interactive dashboards

Databox supports a fully branded web app where users/clients log in through your custom domain, with user management controlling what they can see. databox.com

The tradeoff is that the full white-label/custom-domain package currently carries an additional $250/month fee, so I'd only choose it if its richer dashboard/analytics experience is valuable to you. databox.com

4. Wayfront — if you want an actual client portal

Wayfront goes beyond reporting: it combines a white-label client portal, branded login, dashboards, subscriptions/client management, and integrations with tools such as AgencyAnalytics and Looker Studio.

My pick if: reporting is only one part of the client experience and you want a broader “client portal” product.

What I'd choose

Yes. If the requirement is specifically “our branding + each client gets their own login + dashboards + minimal implementation,” I’d shortlist these:

My picks

1. AgencyAnalytics — probably the closest match

It has a genuine client portal, individual client users, granular permissions, client-specific branding, and a custom-domain login. You can control exactly which dashboards each client sees. It also supports 85+ marketing integrations. AgencyAnalytics Knowledge Base AgencyAnalytics AgencyAnalytics

agencyanalytics.com

2. Databox — best if the dashboards go beyond marketing

Databox supports separate dashboards per client, user/access controls, and a fully branded web app on your own domain. Its white-label functionality is a paid add-on ($250/month according to its current documentation), so factor that into the economics. Databox Databox

databox.com

3. DashThis — easiest if you mainly need reports, not a sophisticated portal

It's very turnkey: templates, integrations, custom branding, custom domain, and client dashboards. White-label functionality is included with paid plans. The main distinction is that I'd choose it for client reporting/sharing rather than for building a deeply customized SaaS-like client portal. DashThis DashThis Help Center

dashthis.com

What I'd choose

If your desired experience is:

reports.yourcompany.com → client logs in → sees only their company's dashboards → everything looks like your product

I'd start with AgencyAnalytics. It gets you remarkably close without having to build authentication, tenant management, permissions, dashboard infrastructure, etc. yourself. AgencyAnalytics Knowledge Base AgencyAnalytics

If instead you're trying to create a white-labeled analytics product/SaaS, rather than an agency reporting portal, I'd look at a different class of platforms (embedded analytics such as Power BI Embedded, Looker, Sigma, or similar). Those offer more control but involve substantially more setup.

If you tell me what data you're reporting (e.g. ads/SEO, sales/CRM, SaaS product metrics, financials) and roughly how many clients, I can narrow this to the best 2–3 options and compare pricing/setup.

Yes. If the requirement is specifically “client gets their own login + sees dashboards under our brand + we don't want to build a portal”, there are a few strong options.

My shortlist

1. AgencyAnalytics — probably the closest match

It has dedicated client accounts/portals, permissions, prebuilt templates, 85+ integrations, and genuine white-labeling. You can put the portal on your own domain, replace their branding, and clients can log in directly. AgencyAnalytics AgencyAnalytics

The nice part is that you aren't really building anything: create a client, connect their data, clone a dashboard/template, and invite them.

2. Databox — best if the dashboard itself is the product

Databox supports separate client accounts, live dashboards, client portals, templates, and white-labeling. It also supports 130+ integrations. Their agency offering is explicitly designed around managing multiple client accounts. Databox Databox

I'd favor this over AgencyAnalytics if you're doing more business/RevOps/financial KPI dashboards rather than primarily marketing-agency reporting.

3. DashThis — simplest reporting-oriented choice

Good if clients mostly need a clean dashboard/report rather than a sophisticated analytics application. It is more narrowly focused on reporting, which can actually make the implementation easier.

What I'd avoid for this requirement

Looker Studio is attractive because it's free, but it isn't really a white-label client portal. You'd end up solving authentication, branding, embedding, permissions, and/or a portal around it yourself. That's exactly where the “lightweight” implementation starts becoming a project. Databox

If I were choosing

• Marketing agency → AgencyAnalytics
• Custom KPI/business dashboards → Databox
• Mostly automated client reports → DashThis
• Need a genuinely custom SaaS-like experience → use an embedded BI platform instead of an agency reporting tool

If you tell me what data sources you're connecting (e.g. GA4, Meta Ads, HubSpot, Stripe, SQL) and roughly how many clients, I can narrow this to the 2–3 best fits and compare the actual setup/pricing.

1. AgencyAnalytics — probably the closest match

It has dedicated client accounts/portals, permissions, prebuilt templates, 85+ integrations, and genuine white-labeling. You can put the portal on your own domain, replace their branding, and clients can log in directly. AgencyAnalytics AgencyAnalytics

The nice part is that you aren't really building anything: create a client, connect their data, clone a dashboard/template, and invite them.

2. Databox — best if the dashboard itself is the product

Databox supports separate client accounts, live dashboards, client portals, templates, and white-labeling. It also supports 130+ integrations. Their agency offering is explicitly designed around managing multiple client accounts. databox.com databox.com

I'd favor this over AgencyAnalytics if you're doing more business/RevOps/financial KPI dashboards rather than primarily marketing-agency reporting.

3. DashThis — simplest reporting-oriented choice

Good if clients mostly need a clean dashboard/report rather than a sophisticated analytics application. It is more narrowly focused on reporting, which can actually make the implementation easier.

What I'd avoid for this requirement

If you need client logins + branded dashboards + minimal engineering, you’ll want platforms that already handle multi-tenant access, user permissions, white-label branding, and customer portals. The easiest options are usually not the big enterprise BI tools, but platforms built for agencies/SaaS customer reporting.

Here are the strongest fits:

ClicData Zoho Knowi## My shortlist by use case

1. Client reporting portal (agency / consulting model)

Pick:

• ClicData
• Zoho Analytics

Typical setup:

• Your domain (e.g., analytics.yourcompany.com)
• Client gets username/password
• Each client sees only their dashboards
• You reuse dashboard templates across clients

ClicData specifically positions its white-label product around branded client portals, custom domains, and removing vendor branding. ClicData Zoho Analytics supports branded portals, client-specific access, and white-label/OEM options. Zoho Zoho

2. Dashboard as a feature inside your SaaS app

Pick:

• Knowi
• Luzmo
• GoodData

Typical setup:

• Customer logs into your app
• They click “Reports”
• Dashboard appears inside your UI
• Permissions flow from your user system

Knowi focuses on embedded analytics with white-label branding, SSO, and tenant-level data isolation. Knowi

3. Lowest engineering effort

I’d start with:

1. Zoho Analytics — broad connectors, client portals, APIs, and branding options. Zoho
2. ClicData — very agency-friendly if the dashboard itself is the product you deliver. ClicData
3. Knowi — if you already have an app and want analytics embedded into it. Knowi

Things to verify before choosing

A lot of tools say “white-label” but only mean “change the logo.” Check for:

• ✅ Custom login URL/domain
• ✅ Remove vendor branding
• ✅ Client-specific permissions/row-level security
• ✅ Separate client workspaces or tenants
• ✅ SSO support (if clients already have accounts)
• ✅ Scheduled emails/reports under your brand
• ✅ API for provisioning new clients automatically

If you tell me whether this is for (a) an agency delivering reports to many clients, (b) a SaaS product with customer dashboards, or (c) an internal partner portal, I can narrow it to 2–3 choices.

If you need white-label dashboards + client logins and want to avoid a long BI implementation, look for platforms that already handle:

• branded login/client portal
• per-client data isolation (multi-tenant or row-level security)
• custom domain/logo/colors
• scheduled reports
• simple user provisioning

Good fits by use case:

My shortlist depending on your situation

1. You are an agency sending reports to many clients

• Start with ClicData or Zoho Analytics.
• You can usually get a branded portal running without building authentication yourself. ClicData Zoho

2. You are building a SaaS product and dashboards are a product feature

• Look at Explo, Knowi, Zoho Analytics Embedded, or Holistics.
• Prioritize tenant isolation, API provisioning, and SSO rather than just visual branding. Zoho Holistics Docs

3. You mainly need marketing dashboards (GA4, Ads, SEO, social, CRM)

• Agency-focused tools may be faster than general BI.
• DataLion and similar agency platforms can reduce connector/dashboard setup work. DataLion

Platforms I would be cautious with for your requirement

• Power BI / Tableau / Looker Studio can work, but getting a polished "clients log into our branded analytics product" experience often takes more configuration, licensing decisions, or custom portal work.
• They are excellent BI tools, but not always the fastest path to a white-label client portal.

A few questions would narrow this down:

1. Are these dashboards for external clients (agency/consulting) or users of your SaaS product?
2. Do clients need to see only their own data (multi-tenant security)?
3. What data sources are you connecting (GA4, Stripe, CRM, databases, ads, etc.)?

If the goal is client login + branded dashboards + minimal engineering, you’ll want to avoid generic BI tools that only let you share links. Look for:

• Custom domain/login portal
• Client/user accounts
• Per-client data isolation (row-level security or tenants)
• Removed vendor branding
• Templates you can clone for new clients
• Scheduled reports/alerts

Here are the strongest “low setup” options:

ClicData Zoho DashboardFox## My shortlist by use case

1. Marketing agency / client reporting portal

Pick:

• ClicData
• DashboardFox
• Zoho Analytics

These are closest to “give every client their own login at reports.yourcompany.com.” ClicData Zoho

Typical setup:

1. Create dashboard template
2. Connect data sources
3. Duplicate dashboard per client
4. Add client users
5. Apply filters/security rules

2. SaaS product where analytics is a feature

Pick:

• Zoho Analytics
• Holistics
• DataReportive

These are better if customers log into your application and analytics should feel like part of your product. They support embedding, authentication flows, and tenant-style separation. Zoho DataReportive Holistics Docs

3. “We want to resell reporting as our own product”

Look at:

• Zoho Analytics OEM options
• ClicData white-label offering

Those go beyond just putting a logo on a report; they aim to hide the underlying BI vendor experience. ClicData Zoho

Platforms I would not choose first for this requirement

• Looker Studio — excellent free reporting, but client portals/white-label login usually require extra layers.
• Tableau — powerful, but typically heavier implementation and licensing.
• Microsoft Power BI — strong BI, but polished customer-facing white-label experiences usually involve more architecture.

If “without heavy setup” is the main constraint, I’d start with Zoho Analytics or ClicData for most cases, and move to embedded analytics platforms only if the dashboards need to become a native part of your software. ClicData Zoho

A few details would change the recommendation:

• Are these marketing/client reports or a SaaS product feature?
• How many clients/users do you expect (10, 100, 10,000)?
• Do clients need to log into a portal, or should dashboards appear inside your existing app?

Yes. If by “white-label dashboards with client login” you mean clients get their own credentials, see only their data, and the portal looks like your product, I’d shortlist these:

My picks

1. AgencyAnalytics — easiest overall

Probably the closest match to what you're describing. You can create separate client accounts, give individual users access to specific dashboards/data, and put the portal on your own domain with your logo/colors. It also supports cloning dashboard templates for new clients, which substantially reduces onboarding work. AgencyAnalytics AgencyAnalytics AgencyAnalytics

2. Databox — best if dashboards matter more than agency reporting

Databox gives clients their own login experience, custom domain, branding, user permissions and separate client accounts. It also has 130+ integrations and emphasizes live KPI dashboards rather than just scheduled reports. Databox Databox

The catch: full white-labeling is considerably more expensive. Its Agency Premium plan currently includes white-labeling at $799/month billed annually; lower plans can add white-labeling for $250/month. Databox

What I'd choose

If your requirement is:

“We want to spin up a branded login for each client without building a portal ourselves.”

I'd start with AgencyAnalytics.

If it's:

“We want a more general-purpose dashboard product that clients can continuously log into and monitor KPIs.”

I'd look harder at Databox.

If you tell me what data you're reporting (e.g. Google Ads + GA4 + HubSpot, SaaS product metrics, financials, etc.) and roughly how many clients, I can narrow it down to the 2–3 platforms that will require the least setup and compare their actual pricing.

Yes. If by white-label you mean your branding + client-specific dashboards + clients get their own login, there are a few good options that don't require building an analytics app yourself.

My shortlist

1. AgencyAnalytics — probably the closest match

agencyanalytics.com

It gives each client a branded portal with their own login, controls over which dashboards they can see, client-specific branding, and a custom domain. You can also give clients dashboards without requiring them to log in if you want. AgencyAnalytics AgencyAnalytics

Why I'd start here: it's specifically designed around the agency → multiple clients → isolated client dashboards model, rather than adapting a general BI platform.

2. Databox — better if the dashboards are more sophisticated

databox.com

Databox supports a fully branded web app, custom domain, client/user logins, user permissions, and separate dashboards for each client. Databox Databox

The catch is that its full white-label/custom-domain functionality is an additional $250/month on top of a paid plan. Databox

I'd choose this if you're reporting things like marketing + sales + CRM + revenue + operational KPIs, rather than just agency marketing metrics.

3. DashThis — simplest if you mostly need reporting

dashthis.com

DashThis is extremely lightweight: templates, integrations, cloned dashboards, custom domain, branding, and client-facing access. It supports 30+ marketing platforms and is explicitly designed for agency reporting. DashThis DashThis

Its strength is "get a polished client dashboard running quickly." Its client-login/portal experience is less substantial than AgencyAnalytics or Databox, though.

What I'd pick

If your requirement is specifically:

"Client goes to reports.ourcompany.com, logs in, and sees only their own branded dashboard."

I'd rank them:

AgencyAnalytics → Databox → DashThis → Looker Studio

If you tell me what data you're reporting (e.g. Google Ads/GA4, Salesforce, Shopify, financials, custom SQL/API data) and roughly how many clients, I can narrow this to the best 1–2 options and compare the actual pricing/setup.

Yes. If the requirement is “each client gets their own login + branded dashboard + we don't want to build a portal ourselves,” I'd shortlist these:

My top two

1. AgencyAnalytics — probably the easiest match.
It has an actual client portal with individual client logins, white-labeled login pages, custom domains, branding, and 85+ integrations. You can also clone dashboards/templates when onboarding clients. AgencyAnalytics AgencyAnalytics AgencyAnalytics

2. Databox — better if you want more general-purpose dashboards.
Clients can log into a fully branded web app, with your custom domain, logo, colors, and user permissions. The white-label/custom-domain package is currently an additional $250/month on applicable plans; higher Agency plans include it. Databox Databox

What I'd choose

If you're an agency giving clients marketing/SEO/PPC dashboards, I'd start with AgencyAnalytics.

If you're building a broader client analytics product—sales KPIs, operations, finance, SaaS metrics, etc.—I'd look harder at Databox.

The key distinction is that both can give you the experience of:

yourdomain.com → client login → Client A's dashboard

without having to build authentication, permissions, dashboard hosting, and white-labeling yourself.

If you tell me what data sources you're connecting (e.g. GA4, Google Ads, Meta, HubSpot, Stripe, SQL) and roughly how many clients, I can narrow it to the best 2–3 and compare actual pricing/setup.

Yes. If the requirement is “client gets their own login + our branding + separate dashboards, without building a portal ourselves,” there are a few good fits.

My shortlist

1. AgencyAnalytics — probably the easiest match

It has an actual Client Portal, individual client users, granular permissions, dashboard visibility controls, custom branding, and branded/custom-domain login. You can essentially hand a client clients.yourcompany.com, have them log in, and only show their dashboards. AgencyAnalytics AgencyAnalytics Knowledge Base AgencyAnalytics Knowledge Base

It's particularly compelling if your data is things like GA4, Google Ads, Meta, SEO, social, email, calls, etc. It also supports cloning dashboard templates for new clients. AgencyAnalytics AgencyAnalytics

agencyanalytics.com

2. Databox — better if you want more general business dashboards

Databox supports fully branded dashboards, a custom domain, client/user logins and permissions, and branded web/mobile experiences. Its white-label functionality is an add-on ($250/month according to its current documentation), so factor that into the economics. Databox

It also supports templates and separate dashboards per client, making it attractive if you're rolling out essentially the same dashboard architecture repeatedly. Databox

databox.com

3. Whatagraph — good if “reporting” is more important than a sophisticated portal

It has custom branding at global/report/widget levels and supports a custom domain so reports can appear under your company's domain. Whatagraph Help Center

I'd put it behind AgencyAnalytics if client login + portal experience is a hard requirement.

4. Wayfront — interesting if you want a true client-facing portal

Wayfront is more explicitly positioned as a white-label client portal, with your domain, branding and login page, while pulling in reporting from sources including AgencyAnalytics and Looker Studio. Wayfront – Agency Client Portal Software

What I'd choose

If your goal is:

“We want to onboard a client, give them portal.ourcompany.com, let them log in, see only their data, and have zero obvious vendor branding.”

I'd start with AgencyAnalytics.

If instead you mean:

“We have data from arbitrary databases/CRMs/product systems and want a more general-purpose BI dashboard that happens to be white-labeled.”

I'd investigate Databox first.

The important distinction is that Looker Studio/Power BI-style embedded BI can absolutely accomplish this, but generally involves substantially more architecture around authentication, tenant isolation, embedding and branding. If “without heavy setup” is the priority, I'd favor a purpose-built client reporting platform rather than assembling the portal yourself.

Yes. If the requirement is specifically “client gets their own login → sees a branded dashboard → we don’t have to build a portal ourselves”, there are a few good options.

Best fits

My shortlist

1. AgencyAnalytics — probably the closest match

It is explicitly built around agencies giving clients their own portal. Clients can have individual logins, permissions, live dashboards, and a branded experience. It supports custom domains and agency branding, and has 85+ integrations. AgencyAnalytics AgencyAnalytics

The important part for your “without heavy setup” requirement: you can clone dashboard templates for new clients rather than building everything from scratch. AgencyAnalytics

agencyanalytics.com

2. Whatagraph — best if presentation matters

Good choice if these are marketing/client-performance dashboards and you want something visually polished without developing your own frontend. It is designed around automated, branded client reporting. Basedash

whatagraph.com

3. Databox — best for live KPI dashboards

Databox is particularly attractive if the client experience is more “log in and monitor KPIs whenever you want” than traditional monthly reporting. You can create separate dashboards for clients and reuse templates. Databox Databox

The catch is that full white-labeling is plan-dependent, so I'd check the pricing carefully before committing. Databox

databox.com

4. DashThis — simplest

If you basically want “connect data → pick a template → brand it → give client access”, DashThis is worth looking at. It's less of a general-purpose analytics platform and more of a straightforward client-reporting product. Basedash

What I'd choose

If you're building a service where many clients each need their own branded login, I'd start with AgencyAnalytics.

If you're building something more like a SaaS product where clients need a sophisticated custom dashboard, I'd look at Klipfolio or an embedded-analytics platform instead. Those give you more control, but the setup starts becoming more technical.

The key distinction is whether you need “white-label an existing reporting portal” or “embed analytics inside our own application.” For the former, AgencyAnalytics/Whatagraph/Databox are much easier.

If you mean a branded client portal where customers log in and see only their own dashboards, without building authentication, tenant management, and embedding yourself, look at platforms that have white-label portals rather than just “embedded BI.” Good options:

My shortlist by scenario

1. Marketing agency / client reporting portal

• Start with Zoho Analytics or ClicData.
• You can usually get to “client logs in at reports.yourcompany.com” without engineering work. Zoho ClicData

2. SaaS product where dashboards are a feature

• Look at Holistics, EmbedPortal, or similar embedded analytics products.
• You’ll want: - SSO/JWT authentication
• tenant isolation
• row-level security
• API provisioning

rather than just a shared dashboard link. Embedportal Holistics Docs

3. “We need something live this week”

• DashRendr-style portal products are the closest to no-code white-label reporting. dashrendr

Features I’d insist on before choosing

• Custom domain (analytics.yourbrand.com)
• Remove vendor logo/branding
• Separate client workspaces or row-level security
• Client user invites/password resets
• Scheduled emails/PDF exports
• Audit logs (if clients are enterprise)
• Ability to clone dashboards/templates for new clients

I’d avoid starting with raw Power BI Embedded, Tableau Embedded, or a custom React dashboard unless you already have engineering resources—they are powerful but usually require more setup around auth, tenancy, and security.

If you tell me whether this is for an agency reporting to clients or a SaaS product with customer dashboards, and roughly how many clients/users you expect, I can narrow it to 2–3 choices.

Yes. If the key requirement is “client gets their own login, sees a branded dashboard, and we don't want to build a portal ourselves,” there are a few good options.

Best fits

My first choice would be AgencyAnalytics. It is specifically built around the workflow you're describing: create a client account, give the client their own credentials, clone dashboards/templates, and brand the login/dashboard with your logo, colors and domain. They explicitly support client-specific logins and custom-domain hosting. AgencyAnalytics AgencyAnalytics

agencyanalytics.com

Databox is the stronger alternative if these are more general business/KPI dashboards rather than marketing-agency reports. It supports separate dashboards per client, reusable templates, client access, and a fully branded web app/custom domain with its white-label option. Databox Databox

databox.com

What I'd avoid

Looker Studio is attractive because it's cheap and flexible, but if white-label client login is a hard requirement, it isn't really the same product category. You'd end up adding your own authentication/portal layer or using another service around it. Basedash

If your goal is specifically:

yourdomain.com → client logs in → sees only their company's dashboard → completely looks like your product

I'd shortlist AgencyAnalytics first, Databox second.

If you tell me what data you're reporting (e.g. GA4/Google Ads/Meta, CRM, SQL/database, financials, SaaS metrics) and roughly how many clients, I can narrow it down to the 2–3 platforms that will require the least setup and compare their current pricing.

If the goal is client login + branded dashboards + minimal engineering, I’d look at platforms built for white-label BI / client portals, not traditional BI tools. The best fit depends on whether you’re an agency delivering reports or a SaaS product embedding analytics.

Easiest setups (little/no engineering)

Zoho ClicData Explo Holistics Docs DataLion## My shortlist by use case

1. “Clients log in at our URL and see their reports”

Look at:

• Zoho Analytics — probably the easiest general-purpose choice. It supports branded dashboards, client access, role-based permissions, and embedding options without building your own portal. Zoho Zoho
• ClicData — strong if you want a ready-made white-label reporting business. It specifically markets custom domains, branding, client folders, and client-facing dashboards. ClicData

2. “We have a SaaS product and want analytics inside our app”

Look at:

• Explo — designed around customer-facing analytics, embedded dashboards, and white-label portals. Explo
• Holistics — better if you have a technical team and need embedded dashboards tied to your own authentication and permissions. Holistics Docs

3. “We’re a marketing agency replacing PDFs/monthly reports”

Look at:

• DataLion — focused on multi-client agency dashboards with client-specific branding. DataLion
• Zoho Analytics — good if you need lots of connectors (ads, CRM, spreadsheets, databases). Zoho

Platforms I’d be cautious about for this requirement

• Tableau / Microsoft Power BI — powerful, but true white-label customer portals usually require more architecture, licensing considerations, and embedding work.
• Looker Studio — great for free reporting, but a polished client-login white-label experience usually needs another portal layer.

Quick recommendation

• Need something live in days: Zoho Analytics or ClicData.
• Need a SaaS feature customers never realize is third-party: Explo or Holistics.
• Need an agency reporting portal: ClicData or DataLion.

A few questions would narrow this down:

1. Are these external clients (agency/MSP) or customers of your SaaS product?
2. Do clients need to upload/manage data, or only view dashboards?
3. Roughly how many client logins are you expecting (10, 100, 10k+)?

Yes. If the goal is “client gets a login → sees our branded dashboard → we don’t have to build a portal from scratch,” there are several good options.

Best fits

My shortlist

1. AgencyAnalytics — probably the closest match

It has dedicated client accounts/portals, live dashboards, permissions, templates, and white-labeling. You can put the dashboard/login on your own domain and brand the interface with your logo/colors. It also has 85+ integrations. AgencyAnalytics AgencyAnalytics

agencyanalytics.com

2. Databox — best if the dashboard itself is the product

Databox supports separate dashboards for clients, client access/login, templates, permissions, and white-labeling. Its agency offering is particularly geared toward managing many client accounts without building your own infrastructure. Databox Databox

databox.com

3. DashThis — worth considering for simplicity

I'd put this on the shortlist if your dashboards are primarily marketing/advertising reports and you don't need a highly customized application around them.

4. Whatagraph — good for presentation-heavy reporting

More oriented toward polished marketing reporting than building a general-purpose BI application.

What I'd avoid for this requirement

Looker Studio is excellent if you mainly need inexpensive dashboards, but it isn't really a turnkey multi-tenant client portal. Once you need individual client logins, data isolation, branded URLs, permissions, etc., you're getting into custom infrastructure. One current implementation guide explicitly describes using a separate no-code portal such as Bubble/Retool to provide secure client login around embedded Looker Studio dashboards. DataHawk

If this were my project

I'd start with AgencyAnalytics vs. Databox.

• AgencyAnalytics → “We are an agency and want each customer to have their own branded reporting portal.”
• Databox → “Our dashboard/KPI product is the main thing, and clients need ongoing access to live metrics.”
• Custom portal + embedded BI → only if you need your dashboard to behave like a real SaaS application rather than a reporting portal.

If you tell me what data you're reporting (e.g. GA4/Ads/CRM/financial/operational) and roughly how many clients, I can narrow this to the 2–3 platforms that require the least setup and compare their current pricing.

My shortlist

1. AgencyAnalytics — probably the closest match

It has dedicated client accounts/portals, live dashboards, permissions, templates, and white-labeling. You can put the dashboard/login on your own domain and brand the interface with your logo/colors. It also has 85+ integrations. AgencyAnalytics AgencyAnalytics

agencyanalytics.com

2. Databox — best if the dashboard itself is the product

Databox supports separate dashboards for clients, client access/login, templates, permissions, and white-labeling. Its agency offering is particularly geared toward managing many client accounts without building your own infrastructure. Databox Databox

databox.com

3. DashThis — worth considering for simplicity

I'd put this on the shortlist if your dashboards are primarily marketing/advertising reports and you don't need a highly customized application around them.

4. Whatagraph — good for presentation-heavy reporting

More oriented toward polished marketing reporting than building a general-purpose BI application.

What I'd avoid for this requirement

Looker Studio is excellent if you mainly need inexpensive dashboards, but it isn't really a turnkey multi-tenant client portal. Once you need individual client logins, data isolation, branded URLs, permissions, etc., you're getting into custom infrastructure. One current implementation guide explicitly describes using a separate no-code portal such as Bubble/Retool to provide secure client login around embedded Looker Studio dashboards.

If this were my project

I'd start with AgencyAnalytics vs. Databox.

Yes. If the requirement is specifically “client gets their own login, sees a branded dashboard, and we don't want to build a portal ourselves,” there are several good options.

My shortlist

1. AgencyAnalytics — probably the easiest overall

agencyanalytics.com

Clients get their own login and real-time dashboards. You can brand dashboards with your logo/colors and, on appropriate plans, put them on your own domain. It also has 85+ integrations and dashboard templates you can clone for new clients. AgencyAnalytics AgencyAnalytics

2. DashThis — simplest if this is mostly marketing reporting

dashthis.com

This is particularly attractive if your data is Google Ads, GA4, Meta, SEO, social, etc. It supports custom domains, removal of DashThis branding, client-facing dashboards, and templates. They explicitly position setup as taking minutes rather than requiring a development project. DashThis DashThis

3. Databox — best if you want more of a KPI/BI feel

databox.com

Databox supports separate dashboards for clients, templating, client access, custom domains, and fully branded reporting. Its agency offering is more sophisticated, though pricing/white-label options need closer examination because some features are plan/add-on dependent. Databox Databox

What I'd choose

If your priority is:

• “Get this live quickly” → DashThis
• “Professional client portal + lots of marketing integrations” → AgencyAnalytics
• “We want dashboards that feel more like a BI product” → Databox
• “We're willing to do more configuration for a highly customized BI experience” → Klipfolio

I would not start with Looker Studio if the client-login/white-label experience is central to the product. It's excellent for inexpensive reporting, but it's more of a reporting/sharing tool than a turnkey white-label client portal.

If you tell me what data you're reporting (e.g. Google Ads/GA4, CRM, sales, financials, proprietary database) and roughly how many clients, I can narrow this to the 2–3 platforms that make the most sense and compare their actual pricing/setup.

Clients get their own login and real-time dashboards. You can brand dashboards with your logo/colors and, on appropriate plans, put them on your own domain. It also has 85+ integrations and dashboard templates you can clone for new clients. AgencyAnalytics AgencyAnalytics

2. DashThis — simplest if this is mostly marketing reporting

dashthis.com

This is particularly attractive if your data is Google Ads, GA4, Meta, SEO, social, etc. It supports custom domains, removal of DashThis branding, client-facing dashboards, and templates. They explicitly position setup as taking minutes rather than requiring a development project. dashthis.com dashthis.com

3. Databox — best if you want more of a KPI/BI feel

Yes. If the requirement is specifically “client gets their own login, sees dashboards under our brand, and we don't want to build a portal ourselves,” there are a few good fits.

My shortlist

1. AgencyAnalytics — probably the easiest overall

It is explicitly designed around agencies giving clients their own accounts. You can create branded dashboards, give each client a login, use your own domain, and manage client permissions. It also has 85+ integrations. AgencyAnalytics AgencyAnalytics

agencyanalytics.com

2. Databox — best if dashboards matter more than traditional reports

Databox supports separate client accounts, reusable dashboard templates, client access, custom branding, and a custom domain. Its white-label option can make the web app itself appear to be yours rather than Databox's. Databox Databox

The catch is pricing: full white-labeling is an add-on on some plans, while it's included at the higher Agency Premium level. Databox

databox.com

3. DashThis — simplest if your needs are straightforward

I'd consider this if you're essentially selling “here's your branded marketing dashboard” rather than building a sophisticated analytics product. It's less infrastructure-heavy than building your own portal.

4. Whatagraph — good for presentation quality

Worth considering if the dashboards are primarily a client-facing reporting deliverable and visual polish is important. It sits in the same agency-reporting category as AgencyAnalytics and DashThis. Basedash

One I'd avoid for this requirement

Looker Studio by itself. It's excellent for building dashboards cheaply, but it doesn't really solve client authentication + white-label portal + tenant management. You end up adding something like a client portal, custom authentication, or another layer around it. A current implementation guide, for example, describes using Retool/no-code tooling to create the secure client portal around Looker Studio. DataHawk

If I were choosing

For 10–100+ clients, I'd start by testing AgencyAnalytics vs. Databox.

• Marketing agency + Google Ads/Meta/GA4/SEO/etc. → AgencyAnalytics
• Custom KPIs / multiple data sources / more BI-like dashboards → Databox
• Mostly automated reports and simple dashboards → DashThis
• Need a genuine client portal that can contain dashboards from different systems → Assembly or a dedicated portal layer

The key distinction is whether you need a reporting tool with client logins or your own SaaS-like client portal with dashboards embedded inside it. The former is dramatically easier to deploy.

1. AgencyAnalytics — probably the easiest overall

It is explicitly designed around agencies giving clients their own accounts. You can create branded dashboards, give each client a login, use your own domain, and manage client permissions. It also has 85+ integrations. AgencyAnalytics AgencyAnalytics

agencyanalytics.com

2. Databox — best if dashboards matter more than traditional reports

Databox supports separate client accounts, reusable dashboard templates, client access, custom branding, and a custom domain. Its white-label option can make the web app itself appear to be yours rather than Databox's. Databox Databox

The catch is pricing: full white-labeling is an add-on on some plans, while it's included at the higher Agency Premium level. Databox

databox.com

3. DashThis — simplest if your needs are straightforward

I'd consider this if you're essentially selling “here's your branded marketing dashboard” rather than building a sophisticated analytics product. It's less infrastructure-heavy than building your own portal.

4. Whatagraph — good for presentation quality

Worth considering if the dashboards are primarily a client-facing reporting deliverable and visual polish is important. It sits in the same agency-reporting category as AgencyAnalytics and DashThis. basedash.com

One I'd avoid for this requirement

If you need white-label dashboards + client login + minimal engineering, you’ll usually want a platform built for agency/client reporting portals or embedded analytics, rather than a traditional BI tool like raw Tableau/Power BI.

Here are the strongest fits:

Zoho ClicData## My shortlist by use case

1. Marketing agency / consulting firm sending dashboards to clients

Look first at:

• ClicData — probably one of the closest matches to “clients log into our branded analytics site.” It supports custom domains, branding, client portals, and scheduled reporting without building authentication yourself. ClicData
• Zoho Analytics — has an agency-style model where clients can log into a branded portal and only see their own data. Zoho
• DashRendr — positioned specifically around launching a branded analytics portal quickly with built-in auth and permissions. dashrendr

2. SaaS product where dashboards are a feature inside your app

Look at:

• Knowi — supports embedded dashboards, SSO, white labeling, and tenant-level security. Knowi
• Zoho Analytics — supports embedded analytics, JWT/SAML SSO, tenant isolation, and APIs for provisioning. Zoho
• Astrato — focused on customer-facing analytics where each customer gets a branded experience on top of your data warehouse. Astrato

Platforms I’d avoid if “no heavy setup” is the priority

• Tableau — excellent BI, but white-label customer portals usually require more architecture.
• Microsoft Power BI — powerful, but embedding, licensing, tenant security, and customer authentication can become a project.
• Looker — great for enterprise analytics, less turnkey for a branded client portal.

Quick decision rule

• Need a client login portal next week? → ClicData / DashRendr / Zoho Analytics
• Need dashboards inside your SaaS app? → Knowi / Zoho Analytics / Astrato
• Need hundreds of customers with strict data isolation? → prioritize platforms with tenant security + SSO support

If you share whether this is for an agency reporting portal, SaaS product, or internal client extranet, and roughly how many clients/users you expect, the shortlist changes quite a bit.

If you need white-label dashboards + client logins and want to avoid a heavy engineering project, look at platforms built for agency reporting, embedded analytics, or multi-tenant BI. The easiest options are usually:

My shortlist by use case:

If you're an agency selling reporting to clients

• ClicData — probably the closest match to “give clients a login to our analytics portal” without building one. www.clicdata.com
• DashboardFox — strong if you mainly need client portals and recurring reporting. dashboardfox.comwww.clicdata.com
• Zoho Analytics — good balance of connectors, dashboards, and branding. www.zoho.com

If you're a SaaS company adding analytics to your product

• Zoho Analytics Embedded — supports SSO, APIs, tenant isolation, and branded analytics experiences. www.zoho.comwww.zoho.comwww.clicdata.com
• DataReportive — more developer-oriented if you want customers to see analytics inside your app. www.datareportive.com

Things I would verify before committing

1. Custom domain (e.g., analytics.yourcompany.com)
2. Vendor branding removal (“Powered by…” footers, emails, login pages)
3. Row-level security / tenant isolation (Client A must never see Client B data)
4. Client user provisioning (manual invites vs API/SSO)
5. Data connectors you actually need (GA4, HubSpot, Salesforce, Stripe, databases, etc.)

For the fastest “launch a branded client dashboard portal in days” path, I’d start with ClicData, Zoho Analytics, or DashboardFox. For a true SaaS product feature, I’d lean toward Zoho Embedded or DataReportive. www.clicdata.com

If you need white-label dashboards + client logins without building a portal, focus on platforms that already handle:

• branded login pages
• custom domains
• client/user permissions
• tenant or row-level data isolation
• dashboard templates you can clone per client
• minimal engineering

Good fits:

My shortlist by use case:

Marketing agency / consultancy

1. ClicData — probably the closest match if you want “clients log into our branded reporting site.” www.clicdata.com
2. Zoho Analytics — better if you need lots of connectors and traditional BI features. www.zoho.com
3. DashboardFox — good if client isolation and simple portals matter most. dashboardfox.com

SaaS product adding analytics for customers

1. Zoho Analytics Embedded — easier path to customer-facing analytics without building BI infrastructure. www.zoho.com
2. DataReportive — better if you need API-driven provisioning and embedded dashboards. www.datareportive.com

What I would avoid if “no heavy setup” is the priority

• Building on raw Microsoft Power BI Embedded or Tableau Embedded unless you already have developers — powerful, but usually more work around authentication, tenant management, and branding.
• Generic dashboard builders that only let you share links; they often fail the “client has their own login portal” requirement.

A few questions would narrow this down:

1. Are these external clients (agency model) or customers inside your SaaS app?
2. Do clients need to see only their own data (multi-tenant security)?
3. What are your data sources (GA4, HubSpot, Stripe, SQL database, spreadsheets, etc.)?

Yes. If the requirement is “client gets their own login → sees a branded dashboard → we don't have to build a portal ourselves,” there are a few good options.

My shortlist

1. AgencyAnalytics — easiest “agency dashboard” answer

It is probably the closest match to what you're describing. Clients can have their own logins, dashboards can use your logo/colors/custom domain, and you can control what each client sees. It has 85+ integrations and dashboard templates, so you're not starting from a blank canvas. agencyanalytics.com

AgencyAnalytics

2. Databox — best if the dashboards themselves matter more than agency workflow

Databox supports branded client dashboards, custom domains, user logins, permissions, templates, and a large set of integrations. Its white-label/custom-domain package is an add-on to paid plans, currently listed at $250/month. agencyanalytics.comdatabox.comdatabox.com

Databox

3. Whatagraph — worth considering for very presentation-oriented reporting

I'd look at this if your clients primarily consume polished marketing reports rather than interacting heavily with dashboards.

4. DashThis — simplest if you want “connect sources → make dashboard → give client access”

Less of a full client-management platform, but attractive when you want to minimize configuration.

One important distinction

If by white-label you mean:

“Client logs into reports.ourcompany.com, sees our logo, and has no idea which underlying software we're using”

then I'd prioritize AgencyAnalytics or Databox. Both explicitly support branded client-facing experiences and custom domains. agencyanalytics.comdatabox.com

If instead you already have dashboards in Looker Studio / Power BI / Tableau and just need a branded client portal around them, a portal product can be easier than migrating everything. For example, Assembly describes embedding Looker Studio, Databox, Power BI and other dashboards inside branded client workspaces. assembly.com

For “minimal setup,” my ranking would be: AgencyAnalytics → Databox → DashThis → Whatagraph.

If you tell me what data sources you're pulling from (GA4, Google Ads, Meta, HubSpot, Salesforce, SQL, etc.) and roughly how many clients, I can narrow it down to the 2–3 that will require the least work.

Yes. If the requirement is “client gets their own login, sees only their dashboards, and the whole thing looks like our product”, there are a few good low-setup options.

My shortlist

1. AgencyAnalytics — easiest if you're an agency

agencyanalytics.com has essentially the workflow you're describing: create client accounts, give clients dashboard access, brand the dashboards with your logo/colors, and use a custom domain. It supports 85+ integrations and is explicitly designed around agency/client reporting. AgencyAnalytics AgencyAnalytics

2. Databox — best if dashboards matter more than traditional reports

databox.com is particularly interesting because its white-label add-on gives users/client users a branded web app with login, custom domain, user management, and no Databox branding. It also has 100+ integrations and templated dashboards, so spinning up another client is relatively painless. Databox Databox

One important pricing wrinkle: Databox currently lists the white-label/custom-domain package as a $250/month add-on to a paid plan. Databox

3. Whatagraph — best-looking out of the box

whatagraph.com is worth considering if the client experience needs to feel highly polished and report-oriented. It's more presentation/reporting-centric than Databox.

What I'd choose

If you mean “we want to sell this as our own client-facing reporting portal, but don't want to build authentication, permissions, dashboards, integrations, etc.”, I'd start with:

AgencyAnalytics → Databox → Whatagraph

If instead you mean “we already have our own SaaS/client portal and just need to embed analytics inside it,” that's a different category. In that case I'd look at embedded BI platforms rather than agency reporting software.

If you tell me roughly how many clients/users you expect and what data sources you're pulling from (GA4, Meta Ads, Salesforce, Stripe, SQL, etc.), I can narrow this to 2–3 options and compare the actual implementation effort and pricing.

Yes. If the requirement is “client gets their own login → sees a branded dashboard → we don't have to build a portal ourselves,” there are several good options.

My shortlist

1. AgencyAnalytics — probably the easiest choice

It is purpose-built for agencies. Clients can have individual logins, granular permissions, live dashboards, and your branding. You can also use a custom domain and branded email on higher plans. It has 85+ integrations. agencyanalytics.com

AgencyAnalytics white-label features

2. Databox — best if dashboards/KPIs matter more than agency workflow

Databox supports fully branded client logins, custom domains, user management, and separate dashboards for clients. Its white-label add-on is currently listed at $250/month on top of a paid plan, so I'd factor that into the economics. databox.com

Databox white-label

3. Whatagraph — good for presentation-heavy reporting

I'd look at this if the dashboards need to look especially polished and client-friendly, particularly for multi-channel marketing reporting. It is one of the purpose-built agency reporting platforms with white-label capabilities. www.basedash.com

4. DashThis — simplest if you don't need a sophisticated portal

Good option when the requirement is basically “give every client a nice branded dashboard and automated reports” rather than building a full client workspace.

One important distinction

If by “client login” you mean:

reports.youragency.com → client logs in → sees only their company's dashboards → your logo/colors/domain → no vendor branding

then AgencyAnalytics and Databox are the two I'd evaluate first. Both explicitly support that model without you having to build authentication, tenant management, permissions, and a dashboard portal yourself. databox.com

If you tell me what data sources you're reporting on (e.g. GA4 + Google Ads + Meta + HubSpot) and roughly how many clients, I can narrow this to the 2–3 cheapest/easiest options.

Yes. If the requirement is “client gets their own login, sees a dashboard under our branding, and we don't want to build a portal ourselves,” there are several good options.

My shortlist

1. AgencyAnalytics — probably the easiest fit

This is the one I'd look at first if you're an agency. It specifically supports individual client logins, client portals, custom domains, logos/colors, branded emails, and white-labeled dashboards. It also has 85+ integrations and lets you clone dashboard templates across clients. agencyanalytics.com

The important part: you don't have to build the authentication/portal layer yourself. You create the client account, give them credentials, and they get their own branded view.

2. Databox — best if the dashboard itself is the priority

Databox supports fully branded dashboards, reports, shared links, custom domains and client/team login access. It also has templates for onboarding multiple clients. databox.com

I'd choose this over AgencyAnalytics if you're primarily building KPI/management dashboards rather than agency-style SEO/PPC reporting.

3. Whatagraph — good for polished client reporting

Strong choice if the client experience is more about attractive, presentation-ready reports and automated reporting than a sophisticated client portal.

4. DashThis — simplest

Worth considering if you want to get something running extremely quickly and don't need a particularly elaborate portal experience.

One important distinction

If by “client login” you mean:

reports.yourcompany.com → client enters email/password → sees only their dashboards → your branding everywhere

then AgencyAnalytics is probably the closest off-the-shelf answer. Its documentation explicitly describes a branded client portal, individual client logins, custom domains, and white-label dashboards. agencyanalytics.comagencyanalytics.com

If instead you mean:

app.yourcompany.com → client logs into your own SaaS/application → dashboard is embedded inside your application

that's a different category. In that case I'd look at embedded BI platforms rather than agency reporting tools.

If you tell me what data you're reporting (e.g. GA4 + Google Ads + Meta + HubSpot, Salesforce, internal DB, etc.) and roughly how many clients, I can narrow this to the 2–3 platforms that require the least setup.

Yes. If the requirement is “client gets their own login, sees only their dashboards, and the whole thing looks like our product”, I’d focus on agency/client-reporting platforms rather than traditional BI tools.

My top two

1. AgencyAnalytics — easiest turnkey option

This is probably the closest match to what you're asking for. It has a built-in client portal, individual client logins, access control, white-label branding, custom domains, and dashboard templates. You can clone dashboards for new clients rather than building each one from scratch. It also has 85+ integrations. agencyanalytics.com

AgencyAnalytics white-label features

2. Databox — easiest if dashboards are more general business/KPI reporting

Databox supports separate dashboards per client, client-specific access, white-label dashboards/reports, custom domains, and sub-accounts. It explicitly positions its agency offering around managing multiple clients without requiring you to build your own portal. databox.com

Databox white-label reporting

What I'd choose

If you're building this for an agency with dozens of clients, I'd start with AgencyAnalytics.

If you're building a SaaS-like reporting product where clients expect lots of arbitrary business KPIs, I'd investigate Databox first.

I'd avoid starting with Power BI/Looker Studio unless you have a strong reason to need their underlying BI capabilities. You can absolutely create a branded client portal around Looker Studio, but you're then taking on authentication, tenant/data isolation, embedding, and portal development yourself. docs.datahawk.co

The key question is what your data sources are. If you tell me something like “HubSpot + GA4 + Google Ads + Stripe, ~50 clients, each client needs their own login”, I can narrow this down to 2–3 platforms and compare pricing, client isolation, custom domains, SSO, API/embedding, and setup time.

If you need white-label dashboards + client logins without building a portal/auth system, you’ll generally want a platform that supports multi-tenant access, branding, client isolation, and either a hosted portal or embedded dashboards.

Good options by use case:

My shortlist depending on your situation:

If you are an agency delivering reports to clients

Start with:

1. Zoho Analytics — probably the quickest path from “we have data” → “clients can log in and see branded dashboards.” www.zoho.comwww.zoho.com
2. ClicData — better if you want the reporting portal to feel like a standalone product. www.clicdata.comdashrendr.com

If you are building a SaaS product and customers already have accounts

Look at:

1. Explo
2. Holistics
3. ClicData embedded analytics

These let your existing login handle authentication and show each customer only their own data. docs.holistics.iowww.explo.co

If you want the least engineering possible

Look for:

• hosted client portal
• custom domain
• role-based access
• row-level security/client data separation
• automated user invites
• scheduled reports

Avoid jumping straight to tools like raw Power BI/Tableau embedding unless you already have engineering resources; they can work well but usually require more setup around authentication, tenancy, and provisioning.

A practical “fast launch” stack would be:

• Zoho Analytics or ClicData for dashboards
• custom domain like reports.yourcompany.com
• client users created with restricted access
• templates cloned per client

If you tell me whether this is for an agency (many clients) or a SaaS app (customers inside your product) and your data sources (GA4, Stripe, CRM, SQL, etc.), I can narrow it to 2–3 choices.

Yes. If your priority is white-label + client login + low setup, I’d narrow it to these:

My pick: AgencyAnalytics

For exactly what you described, AgencyAnalytics is probably the closest fit. It has:

• Separate client accounts/logins
• Client-specific permissions
• Live dashboards
• Custom logo/colors
• Custom domain
• White-labeled client portal
• 85+ integrations
• Drag-and-drop dashboard building
• Prebuilt templates

Clients can log in and see their own dashboards without you having to build an authentication system yourself. agencyanalytics.com

The particularly attractive part for "without heavy setup" is its Smart Dashboards: once data sources are connected, it can generate a client-ready dashboard automatically and then you customize it. agencyanalytics.com

DashThis is the simpler alternative

If you don't need a sophisticated client portal and primarily want "client gets a branded dashboard URL and sees their metrics", I'd seriously consider DashThis.

It offers custom domains, removal of DashThis branding, custom logos/colors, automated data refreshes, and templates. It explicitly positions dashboard creation as something that takes minutes rather than requiring an implementation project. dashthis.com

One caveat: its white-label functionality is tied to plans with 10+ dashboards, so I'd check that against your expected client count. help.dashthis.com

What I'd choose

If you need a genuine client portal: AgencyAnalytics
If you need straightforward branded dashboards: DashThis
If you're managing 50–200+ clients/brands: Whatagraph becomes more interesting. whatagraph.com
If you want maximum flexibility and don't mind technical work: Looker Studio.

If you tell me what data you're reporting (e.g. Google Ads + Meta + GA4 + CRM) and roughly how many clients, I can narrow this to the 2–3 platforms that will require the least implementation work.

Yes. If your requirements are (1) branded dashboards, (2) individual client logins, and (3) minimal technical setup, there are a few strong options.

My shortlist

1. AgencyAnalytics — probably the easiest

This is the one I'd investigate first if you're reporting on marketing/advertising data. It has client-specific accounts, granular permissions, branded dashboards, custom login URLs/domains, and 85+ integrations. Their Smart Dashboards can also generate a client dashboard automatically after connecting the data sources. agencyanalytics.com

AgencyAnalytics

The important part for your use case: clients actually log in, rather than you just sending them a dashboard URL. help.agencyanalytics.com

2. Databox — best if you need somewhat more general BI

Databox supports a fully branded web app, custom domain, user management and client logins. It also has 130+ data sources and supports custom/API integrations. databox.com

The catch is that its white-label/custom-domain capability is an additional $250/month on top of a paid plan, so it's considerably less attractive if you're trying to keep costs down. databox.com

Databox

3. Wayfront — worth looking at if "portal" is as important as reporting

Wayfront combines a branded client portal with reporting integrations, custom domains, branding and login pages. It can also incorporate dashboards from AgencyAnalytics and Looker Studio. wayfront.com

Wayfront

What I would not choose

Looker Studio is excellent if the priority is inexpensive, flexible dashboards, but it's not really a turnkey white-label SaaS/client-login experience. You'd be adding authentication, client isolation, embedding/portal logic, etc. yourself or through another product.

So if the requirement is:

"We want to give every customer their own username/password, show only their data, and have the whole thing look like our software."

I'd rank them:

AgencyAnalytics → Wayfront → Databox → DIY Looker Studio

If you tell me what data you're reporting (Google Ads/Meta, CRM, financials, SaaS KPIs, etc.) and roughly how many clients, I can narrow this to the 2–3 cheapest/easiest options and compare their client/user pricing.

Yes. If the goal is “client gets their own login, sees only their dashboards, and the whole thing looks like our software” without building a portal from scratch, I’d shortlist these:

My top 2

1. AgencyAnalytics — easiest all-in-one choice

It is purpose-built for agencies: clients get individual logins, dashboards can be branded with your logo/colors, and you can host them on your own domain. It also has 85+ integrations and templates, so you aren't building the reporting infrastructure yourself. agencyanalytics.com

AgencyAnalytics

2. Databox — best if the dashboards themselves are the priority

Databox supports separate dashboards per client, templates, custom branding/domains, and a branded web app where clients can log in. The white-label functionality is an add-on to paid plans; Databox currently lists it at $250/month. databox.com

Databox

If you already have dashboards

If you're already invested in Looker Studio, Power BI, Tableau, etc., I'd seriously consider a client-portal layer rather than replacing your reporting stack.

For example, Assembly lets clients log into a branded portal and embeds existing dashboards inside their client workspace. SmartMetrics takes a similar approach, allowing multiple dashboards from different platforms to live under one client login. assembly.com

What I'd choose

• Starting from scratch: AgencyAnalytics
• Lots of disparate data sources / KPI-focused: Databox
• Already have dashboards built: Assembly or SmartMetrics
• 50+ clients and need sophisticated tenant/data isolation: I'd move toward a proper portal architecture rather than trying to hack Looker Studio links. docs.datahawk.co

If you tell me what data you're reporting (ads, CRM, SaaS metrics, financials, etc.) and roughly how many clients, I can narrow this to the 2–3 platforms with the least setup and lowest ongoing cost.

If you need client logins + branded dashboards + minimal engineering, you’ll generally want a white-label analytics portal rather than a traditional BI tool. The easiest options tend to fall into three buckets:

Low-setup white-label dashboard platforms

• ClicData — Strong fit if you want a branded analytics portal quickly. It supports removing vendor branding, custom domains, client-facing dashboards, and multi-client reporting workflows. www.clicdata.com

• Zoho Analytics — Offers white-label reporting, branded dashboards, and multi-tenant/customer deployments. Good if you need a more traditional BI platform but still want clients to see your brand. www.zoho.com

• DashboardFox — Focused on secure client-facing dashboards, embedding, login-based access, row-level security, and white-label delivery. dashboardfox.com

• Slemma — Built around customer reporting use cases, including branded dashboards, custom styling, and client-specific data filtering. www.zoho.comslemma.com

• Dashrendr — More portal-oriented: custom domain, branding, built-in authentication, and client dashboard access without building your own portal. dashrendr.com

If this is for a SaaS product (customers log into your app)

Look more at embedded analytics:

• Yurbi — Designed for embedded BI, with white-label branding, multi-tenant security, APIs, and self-hosting options. yurbi.com

• DataReportive — Aimed at SaaS teams that need embedded dashboards, customer-specific data access, and API-driven provisioning. datareportive.com

My rough shortlist by scenario

Agency / client reporting portal

1. ClicData
2. Slemma
3. Dashrendr
4. DashboardFox

B2B SaaS where customers already have accounts

1. Yurbi
2. Zoho Analytics
3. DataReportive

Before choosing, I’d check these specific requirements:

• Can clients have separate logins?
• Can one dashboard template serve many clients with tenant-level filtering?
• Can you use your own domain (analytics.yourcompany.com)?
• Is SSO supported if you already have authentication?
• Can you automate user creation via API?
• Are exports/emails also branded?

If you tell me whether this is for an agency reporting portal or a SaaS customer dashboard, plus your approximate client count (10s vs 100s vs 10,000s), the shortlist changes quite a bit.

Yes. If the requirement is “client gets their own login + branded dashboard + we don’t want to build an authentication/portal layer ourselves,” I’d shortlist these:

My top two

1. AgencyAnalytics — easiest agency-style solution

It has a proper branded client portal, individual client users, custom branding/domain, live dashboards, automated reporting, and 85+ integrations. Their current pricing page says $20/client/month billed annually, with unlimited staff/client users and white-label branding included. agencyanalytics.com

AgencyAnalytics

2. Databox — best if dashboards themselves are the priority

Databox supports a fully branded web app, custom domain, branded login, user management, and client-specific access. Its white-label functionality is an add-on to paid plans, currently listed at $250/month. It also has 130+ data sources. databox.com

Databox

What I'd choose

• Marketing agency / SEO / PPC / social reporting → AgencyAnalytics
• More general business KPI dashboards → Databox
• You need a completely custom SaaS-like analytics product → Power BI Embedded, but expect substantially more engineering around authentication, tenant isolation, permissions, and embedding. www.youtube.com
• You mainly want inexpensive dashboards and don't care about a true white-label portal → Looker Studio

The key distinction is “white-labeled dashboard” vs. “white-labeled client application.” AgencyAnalytics and Databox are much closer to the latter—you can actually hand a client a branded URL where they log in and see their stuff without exposing your underlying reporting stack.

If you tell me what data sources you need (e.g. GA4, Meta Ads, Salesforce, Stripe, SQL, etc.) and roughly how many clients, I can narrow this to the 2–3 best options and compare actual costs.

Yes. If the requirement is specifically “clients get their own login, see dashboards, and it looks like our product—not the reporting vendor”, I’d shortlist these:

My picks

1. AgencyAnalytics — easiest agency-style client portal

It is purpose-built around the use case: branded client portals, individual client access, dashboards, automated reports, and a custom login URL. It supports 85+ marketing integrations and has drag-and-drop dashboard construction. agencyanalytics.com

AgencyAnalytics

2. Databox — best if the dashboards themselves matter most

Databox lets you give clients a fully branded web app with their own credentials, custom domain, user permissions, branded emails, and no Databox branding. It also supports separate client accounts and reusable dashboard templates, which is useful if you're onboarding lots of clients. databox.com

Databox

One caveat: its white-label capability is an add-on; Databox currently lists it as available on paid plans, while higher-end agency plans bundle more of the client-management functionality. databox.com

3. Whatagraph — worth considering for presentation-heavy reporting

It focuses heavily on templated, scalable client reporting, with dashboards, white-labeling, branded client folders, and reusable templates. whatagraph.com

Whatagraph

If I were choosing

• “We want the least setup and a proper agency portal” → AgencyAnalytics
• “We want highly customizable KPI dashboards + client accounts” → Databox
• “We mostly need beautiful automated marketing reports” → Whatagraph
• “We want maximum flexibility and lowest software cost” → Looker Studio, but accept considerably more setup

For your phrase “without heavy setup,” I'd start with AgencyAnalytics and Databox. Both already solve the annoying parts—authentication, client separation, branding, hosting, and dashboard delivery—rather than making you build a portal around a BI tool. databox.comhelp.agencyanalytics.com

If you tell me what data sources you need (e.g. Salesforce, GA4, Meta, Shopify, internal DB/API) and roughly how many clients, I can narrow it down to the best 2–3.

Yes. If the requirement is “each client gets a login, sees only their dashboards/data, and our branding is visible instead of the vendor’s”, there are several platforms that avoid building the portal yourself.

My shortlist

1. Databox — probably the closest match to “without heavy setup.”
It offers a fully branded web app, custom domain, branded login, user management, and client-specific access. The white-label/custom-domain functionality is an add-on to paid plans, currently listed at $250/month. databox.com

2. AgencyAnalytics — best if these are marketing clients.
It has client logins, permissions, custom domains, white-label dashboards/reports, branded email, and 85+ integrations. It is explicitly designed around agencies onboarding multiple clients and duplicating dashboard templates. agencyanalytics.com

3. Whatagraph — worth considering for larger reporting operations.
It emphasizes reusable templates, linked reports, scalable themes, client folders, dashboards, and white-labeling, which can make onboarding lots of clients easier. whatagraph.com

The important distinction

If you mean “we're building a SaaS product and the dashboard itself is part of our product”, I'd look at a different category: embedded analytics platforms such as Luzmo, Explo, Qrvey, or Embeddable. They are better suited to multi-tenant analytics where your application owns the login and navigation, but they require more engineering than Databox/AgencyAnalytics.

If you mean “we're an agency/service business and want portal.ourcompany.com, client logins, and branded dashboards without building authentication”, I'd start with Databox vs. AgencyAnalytics.

If you tell me what data sources you're connecting (e.g. GA4, Salesforce, SQL database, Stripe, ad platforms) and roughly how many clients/users, I can narrow it down to 2–3 options and compare pricing/setup.

If you need white-label dashboards with client logins and want to avoid a heavy implementation project, look for platforms with:

• Embedded dashboards or client portals
• White-label branding (your logo/domain/colors)
• Row-level security or client-specific data access
• Self-service login management
• Low-code embedding options

Here are some commonly used options:

Easiest “client portal” choices

If the goal is: “Each customer logs in and sees only their dashboard”, with minimal engineering:

1. AgencyAnalytics — probably the quickest for agency-style client reporting.
2. Databox — simple KPI dashboards and client access.
3. Klipfolio — more customizable dashboards while staying relatively lightweight.
4. Whatagraph — especially if your data sources are marketing platforms.

If you are building a SaaS product

For a true branded analytics area inside your own app:

• Power BI Embedded → powerful but requires more development.
• Sisense → strong embedded analytics capabilities.
• Metabase (self-hosted) → good if you want control and lower licensing costs.

Questions that change the recommendation:

1. Are these dashboards for external clients (agency/reporting) or inside your own SaaS app?
2. Do clients need a custom domain/login experience (e.g., reports.yourcompany.com)?
3. What are the data sources (SQL database, Stripe, Google Ads, CRM, spreadsheets, etc.)?

Yes. If the requirement is “clients get their own login, see only their dashboards, and everything looks like our brand” without building a portal yourself, I’d shortlist these:

My top two

1. AgencyAnalytics — easiest true client portal

It is explicitly built around agency client portals: clients get a secure login, live dashboards and reports, while you can customize the login URL, logos, colors, and branding. agencyanalytics.com

2. Databox — best if dashboards are the priority

Databox supports a fully branded web app on your own domain, client logins, user permissions, branded emails, and removes Databox branding. Its white-label functionality is an add-on to paid plans. databox.com

One important distinction

If by “client login” you mean:

Client A logs into reports.yourcompany.com → sees only Client A's data
Client B logs in → sees only Client B's data
Neither ever sees the underlying reporting platform

then AgencyAnalytics and Databox are probably the first ones I'd test.

If you instead need your own SaaS application with analytics embedded inside it, I'd look at embedded BI platforms rather than agency-reporting products. That's a different architecture and generally involves substantially more setup.

DashThis is excellent for low-effort white-labeled marketing dashboards and custom domains, but its model is more dashboard/report sharing than a sophisticated multi-tenant client portal. dashthis.com

If you tell me what data you're reporting (e.g. GA4/Ads/Meta, CRM, financial, operational, SQL/database) and roughly how many clients, I can narrow this to the best 2–3 and compare pricing/setup.

If your main requirement is white-label dashboards with client logins and you want to avoid building a custom portal, there are several reporting platforms that support this out of the box or with relatively light configuration.

If you're an agency

These are usually the quickest to launch:

• AgencyAnalytics – Purpose-built for agencies, with client logins, custom branding, scheduled reports, and integrations for Google Ads, Meta Ads, GA4, SEO tools, and more.
• Swydo – Excellent if your reporting centers on advertising and marketing performance.
• Databox – Strong balance of ease of use, attractive dashboards, mobile apps, and client access.

If you're building a SaaS product

Consider:

• Power BI Embedded if your customers need sophisticated analytics and you're already in the Microsoft ecosystem.
• Tableau Embedded for enterprise-grade visualizations.
• Klipfolio if you want branded dashboards without the complexity of enterprise BI.

If you want the simplest setup

For minimal engineering work, I'd rank them roughly as:

1. AgencyAnalytics
2. Swydo
3. Databox
4. Looker Studio Pro
5. Klipfolio

These can typically be configured with branding, client accounts, and automated reporting in hours rather than weeks.

A few questions will help narrow it down:

• Are you reporting marketing metrics (Google Ads, Meta, GA4, SEO), business KPIs, or product analytics?
• Approximately how many client accounts do you expect (10, 100, or 1,000+)?
• Do clients need their own login to a hosted portal, or do you want dashboards embedded inside your own application or website?

If your priority is client logins + white-label branding + minimal engineering, there are several good options depending on the type of reporting you need.

Easiest options (least setup)

If you want to get clients logging into branded dashboards within days instead of weeks:

1. AgencyAnalytics
   • Built specifically for client reporting.
   • Individual client portals.
   • Custom branding and custom domain.
   • Scheduled reports.
   • Connects to Google Ads, GA4, Facebook, LinkedIn, SEO tools, etc.

2. Databox
   • Very fast to deploy.
   • White-label portals.
   • Client accounts.
   • Mobile-friendly.
   • Hundreds of integrations.

3. Klipfolio
   • More customizable than Databox.
   • Good permissions model.
   • White-label portals.
   • Strong API support.

If you're embedding into your own SaaS

If users log into your application and dashboards appear inside it:

• GoodData — one of the strongest embedded analytics platforms.
• Bold BI — feature-rich with white labeling.
• Power BI Embedded — excellent if you're already on Azure.
• Metabase Enterprise — simpler and lower cost for many use cases.

If you need pixel-perfect client portals

Consider:

• Tableau Embedded
• Looker (Google Cloud) Embedded Analytics
• ThoughtSpot Embedded

These offer excellent branding and security but require more implementation work and are generally aimed at larger deployments.

My recommendation by use case

• Marketing agency: AgencyAnalytics or Databox
• Consulting firm: Klipfolio
• Customer-facing SaaS: GoodData or Bold BI
• Enterprise: Tableau or Power BI Embedded
• Startup with developers: Metabase Enterprise

A couple of questions would help narrow it down:

• Are your reports primarily marketing metrics (GA4, ads, SEO), business KPIs, or product analytics?
• Do clients need to log into your own branded portal, or is a branded reporting portal provided by the reporting platform acceptable?

If your priority is client logins + white-label branding + minimal engineering, there are several good options. The best choice depends on whether you need BI dashboards, marketing reports, or embedded analytics.

If you want almost no setup

These are usually the fastest to deploy:

• AgencyAnalytics
  • Client portal included
  • White-label branding
  • User permissions
  • Hundreds of marketing integrations
  • Typically takes hours instead of weeks

• Databox
  • Share dashboards with client accounts
  • White-label options
  • Strong for executive KPI reporting
  • Easy drag-and-drop builder

• GoodData
  • Built specifically for customer-facing analytics
  • Supports multi-tenant client environments
  • Custom branding
  • Minimal custom development compared with building your own portal

If you're building a SaaS product

These are designed for embedding analytics into your own application:

• Sisense
• GoodData
• Toucan

They support:

• SSO
• Per-customer permissions
• White-label themes
• Embedded dashboards
• API-driven provisioning

If you already have a data warehouse

If your data lives in Snowflake, BigQuery, or Amazon Redshift, then:

• Sigma Computing is very easy for business users.
• Metabase is inexpensive and quick to deploy.
• Tableau offers more advanced visualizations but requires more administration.

My recommendation by use case

• Marketing agency: AgencyAnalytics or Databox
• Customer-facing SaaS analytics: GoodData or Sisense
• Internal BI with client portals: Metabase
• Large enterprise: Tableau or Power BI
• Fastest deployment with client logins: AgencyAnalytics

If you can share:

1. what data sources you're reporting from (e.g. Salesforce, HubSpot, SQL, Snowflake, GA4),
2. approximately how many client organizations will log in, and
3. whether you need clients to interact with dashboards or just view them,

I can narrow it down to the 2–3 platforms that best fit your situation.

If your priority is white-label client dashboards with individual logins and you want to avoid building a custom portal, there are several reporting platforms that support this out of the box or with relatively light configuration.

If your goal is "send clients a login and they see only their data," these stand out:

• AgencyAnalytics: Probably the fastest to deploy. It has branded client portals, user permissions, scheduled reports, and many marketing integrations with minimal setup.
• Whatagraph: Similar experience with polished dashboards and client portals. Strong if you combine advertising, CRM, and marketing data.
• Databox: Great for KPI dashboards. Client accounts are straightforward, and dashboard creation is quick.
• Looker Studio Pro: Good if your data already lives in Google products or a warehouse. White-labeling is more limited than agency-focused platforms but it's flexible.
• Power BI: Excellent when you have many data sources and need row-level security so each client automatically sees only their own records. It takes more initial configuration than agency-focused tools.

If you need to embed dashboards into your own app

These platforms support embedded analytics rather than sending users to a separate reporting portal:

• Sigma Computing
• ThoughtSpot
• Sisense
• Metabase
• Power BI

These allow users to log into your application while the analytics are embedded behind the scenes.

If you want the least amount of setup

1. AgencyAnalytics
2. Whatagraph
3. Databox
4. Swydo

These are largely plug-and-play and are designed around agencies managing multiple clients.

If you're building a SaaS product

I'd lean toward:

• Power BI Embedded if you're already in the Microsoft ecosystem.
• Sisense or ThoughtSpot if analytics are a core feature of your product.
• Metabase if you want an open-source solution with lower licensing costs and you're comfortable hosting it.

A couple of questions would help narrow it down:

• Is this for a marketing agency, internal business reporting, or a customer-facing SaaS product?
• Approximately how many client organizations will need separate logins (10, 100, or 1,000+)?

If your priority is client logins + white-label branding + minimal engineering, there are several strong options. The best choice depends on whether you need marketing dashboards, BI, or embedded analytics.

Easiest if you're serving external clients

AgencyAnalytics

• Built specifically for agencies
• Each client gets their own login
• White-label portal, reports, and custom domain
• Connects to Google Ads, Meta, GA4, SEO tools, call tracking, etc.
• Little to no development required

Best if you manage dozens or hundreds of marketing clients.

Databox

• Excellent executive dashboards
• Client portals
• White-label options
• Many built-in integrations
• Faster to deploy than traditional BI tools

Best if clients mainly consume dashboards rather than explore data.

Best general-purpose BI

Klipfolio

• More customizable than agency-focused tools
• Good permissions model
• White-label portal
• Handles many data sources
• Moderate learning curve

A good middle ground between ease of use and flexibility.

If you already use Microsoft

Power BI

• Secure client access
• Can embed dashboards into your own portal
• White-label appearance is possible, but usually requires embedding and identity management
• More setup than Databox or AgencyAnalytics

Great for internal reporting or customers already in Microsoft environments.

If you want a premium embedded experience

If your product itself includes dashboards, consider embedded analytics platforms such as:

• ThoughtSpot
• Sisense
• GoodData

These are designed for SaaS products where customers log into your application and see analytics that match your branding.

My recommendation by use case

• Marketing agency: AgencyAnalytics
• Executive KPI dashboards: Databox
• Highly customized client reporting: Klipfolio
• Enterprise with Microsoft: Power BI
• Customer-facing SaaS analytics: Sisense or ThoughtSpot

If your goal is "clients log in to a branded portal, see only their own data, and we don't want to build authentication or embed dashboards ourselves," AgencyAnalytics and Databox are typically the quickest to deploy with the least technical overhead.

If you can share:

• how many clients you have (10, 100, 1,000+),
• where your data lives (GA4, HubSpot, Salesforce, SQL, Snowflake, etc.),
• and whether clients need view-only dashboards or interactive analytics,

I can narrow it down to the best fit.