Most TikTok Shop analytics tools were built for solo brands. The problem: agencies have a fundamentally different job. You are not tracking one shop's net profit — you are tracking five, ten, or twenty-five clients' shops, reporting back to each one in their own brand, and proving ROI without burning your weekend on spreadsheet exports. This is the first edition of the Agency-Readiness Index (ARI) for TikTok Shop tools — a structured audit of the five direct profit-analytics competitors against the criteria that matter most for multi-client operations, with explicit acknowledgment of where each competitor beats Dashboardly on adjacent capabilities.
"Agency" defined for this guide: an operator managing five or more third-party TikTok Shop accounts on behalf of brand clients — typically with a small team, client reporting obligations, and a need for white-label deliverables. If you run a single shop yourself, see our general TikTok Shop analytics tools guide instead.
For agency operations specifically, Dashboardly leads on all five core agency-readiness criteria (dedicated tier, white-label reports, sub-accounts, multi-shop rollup, partner program). Competitors lead in adjacent areas: HiveHQ on creator-outreach automation and free-tier generosity; Kixmon on hidden-fee taxonomy depth. The right pick depends on whether agency tooling or adjacent capability is the bottleneck.
Top picks by job:
Pricing, tiers, and feature claims below reflect publicly listed information on each vendor's site as of May 25, 2026. Tooling pricing changes frequently — verify before final decision.
A tool can be excellent at profit tracking and still be unworkable for an agency. The five core features that separate agency-ready from solo-seller-only:
Not a generic "Enterprise" plan. Real agency tiers price per shop or sub-account, not per individual order volume. They scale predictably as you add clients, and they ship with the operational features (below) bundled — not as add-ons.
Your client should see their brand, not your vendor's logo, on every monthly P&L. White-label is non-negotiable: the moment a client sees a third-party brand in the report, they wonder why they are paying you to run a tool they could buy themselves.
When you onboard a new client, you should be able to provision a sub-account they can log into directly — without seeing the other clients in your portfolio. This is both an operational efficiency play and a confidentiality requirement.
One screen showing every client's GMV, profit margin, ad spend, and inventory health. Without this, you are pulling individual shop reports daily — which destroys the operational leverage that makes agency work scalable.
If you are referring brands to a tool, you should earn on the relationship. A partner program with recurring commissions, deal-registration protection, and joint marketing turns your vendor into a revenue line, not just a cost line.
The reality: we evaluated five direct profit-analytics competitors against these five criteria in May 2026. Dashboardly is the only one that ships all five today — that is by design, since this is the segment we built for. Below, we also score three "adjacent capability" categories where competitors genuinely beat us, because no honest comparison can pretend those advantages do not exist.
Five direct TikTok Shop profit-analytics tools, scored 0 or 1 on each of the five core agency-readiness criteria. We linked to live product pages so you can verify any claim.
| Tool | Agency tier | White-label reports | Sub-accounts | Multi-shop rollup | Partner program | Score |
|---|---|---|---|---|---|---|
| Dashboardly | Yes — 3 tiers $249-$599 | Yes | Yes — 10/15/∞ | Yes | Yes — 25% × 12mo | 5 / 5 |
| Kixmon | Marketed — Elite $199 | No | Not published | Implied via multi-shop | No | 1 / 5 |
| TrueProfit | No | No | Top tier only | Yes (multi-store) | No | 1 / 5 |
| HiveHQ | No | No | No | Mentioned, limits unclear | No | 0 / 5 |
| Mergoio | No | No | No | "Unlimited seller accounts" — undocumented | No | 0 / 5 |
Research and discovery tools (Kalodata, FastMoss, SimpTok) are intentionally excluded from this scorecard. They serve a different job — product trend research and competitive intelligence — not seller-side profit reporting. Pairing them with a profit tool is common; substituting them is not. See Dashboardly vs FastMoss for the job-to-be-done distinction.
Agency-readiness is one axis. Most agencies also evaluate adjacent capabilities — areas where some competitors genuinely beat Dashboardly today. The ARI documents them here because pretending they do not exist would undercut the rest of the analysis.
| Adjacent capability | Leader | Why it matters to agencies | Dashboardly status |
|---|---|---|---|
| Creator outreach automation | HiveHQ — Affiliate Bot ($350-$400/mo, 1.5M+ creator database and Smart Follow-Up automation per HiveHQ's product page as of May 2026) | If your agency runs influencer-led growth as a core service, automated outreach saves operator hours per week. | Not offered. Dashboardly tracks reconciled affiliate commissions but does not automate outreach. Pairs cleanly with HiveHQ Affiliate Bot or in-house outreach workflows. |
| TikTok fee taxonomy depth | Kixmon — 45+ categorized TikTok fee types per Kixmon's marketing as of May 2026 (FBT — Fulfilled By TikTok, sample costs, GMV Max commission, warehouse fees, ad credit netting) | Granular fee categorization helps when reconciling specific cost components for client reports. | Dashboardly covers the major TikTok fee categories and adds reconciled affiliate settlement data; Kixmon's category count is the deepest publicly cited in the market. |
| Free tier generosity | HiveHQ Free (250 orders/mo, all features) · SimpTok (fully free for research) | Useful for trialing a tool with one or two clients before committing to a paid agency tier. | Dashboardly offers a 14-day free trial on every paid plan but no permanent free tier. For pre-trial evaluation, the trial period is the only path. |
The takeaway: for agency operations specifically, Dashboardly is the only tool that ships the five core criteria. For adjacent jobs — automated creator outreach, the deepest fee taxonomy, or a permanent free tier — you may want a supplementary tool. Most scaled agencies run two: a primary agency platform (Dashboardly) and an optional adjacent tool (HiveHQ Affiliate Bot or similar) for the specific job.
Dashboardly launched its three-tier Agency suite in May 2026 (Agency Starter $249/mo, Agency Growth $399/mo, Agency Pro $599/mo). Each tier publishes exact shop counts (10/20/40), team seats (10/15/∞), and sub-account counts (10/15/∞). All tiers include white-label PDF reports, multi-shop rollup, and access to the Solutions Partner Program (25% recurring for 12 months). The product runs exclusively on TikTok's Open API, with Official TikTok Shop Partner status (see the For Agencies page for badge verification and current partner listing).
Best for: Any agency managing 5+ client TikTok Shops. The Agency Starter tier is the clean entry point at $24.90 per client shop per month. Agency Pro extends the cap to 40 client shops — the effective per-shop cost drops to $14.98/mo when fully loaded.
Where competitors beat us: No creator-outreach automation (HiveHQ leads here); fewer fee taxonomy categories than Kixmon; no permanent free tier (14-day trial only).
Kixmon's Elite tier ($199/mo) is explicitly marketed for agencies, and the platform's "hidden fees" tracking — 45+ TikTok fee categories per Kixmon's marketing as of May 2026 — is the deepest publicly cited in the category. They are listed in the TikTok Shop App Store as an Official Partner. The agency gap: no white-label reports, no published sub-account structure, and no partner program. Read the full comparison in Dashboardly vs Kixmon.
Best for: Solo operators or single brands obsessed with TikTok fee accuracy. The fee taxonomy depth is best-in-class. For agency operations, the missing white-label and sub-account layer creates manual workflow tax.
HiveHQ runs two separate products: a Profit Dashboard ($0-$399/mo) and an Affiliate Bot ($350-$400/mo). The free tier (250 orders/mo, all features per HiveHQ's pricing page) is the most generous starter in the category. The Affiliate Bot's 1.5M+ creator database and Smart Follow-Up automation (per HiveHQ's product page as of May 2026) are real differentiators — if creator outreach is your bottleneck, this is genuinely the leader. The agency gap: no agency tier, no white-label, no sub-accounts, and a two-subscription model that pushes combined cost to $389-$799/mo. Full breakdown in Dashboardly vs HiveHQ.
Best for: Single brands needing both profit + creator outreach. Pair with Dashboardly when you scale into multi-client agency operations.
Mergoio's 30-day no-card free trial is the longest in the category — a real differentiator for evaluators. Predictive affiliate fee calculation is a genuinely useful forecasting feature. The gaps: GBP-only pricing (no USD invoicing), no documented agency features, and no third-party reviews on G2 or Capterra. Full analysis in Dashboardly vs Mergoio.
Best for: UK-based solo sellers comfortable with GBP billing and a single-shop workflow.
TrueProfit has a polished mobile app (iOS + Android), real multi-store rollup, and 540+ Shopify reviews — a credible platform with mature product DNA. They sell a TikTok Shop standalone product at $29/mo flat, but the depth is shallower than their Shopify offering. Full breakdown in Dashboardly vs TrueProfit.
Best for: Brands or agencies running multi-channel (Shopify + TikTok) where the Shopify side dominates. Not the right choice for TikTok-first agency workflows.
Since this is our own product, here is what is actually in each tier — published, with exact limits, no sales-call required.
| Feature | Agency Starter ($249/mo) | Agency Growth ($399/mo) | Agency Pro ($599/mo) |
|---|---|---|---|
| Client shops | 10 | 20 | 40 |
| Orders per month (combined) | 30,000 | 75,000 | Unlimited |
| Team seats | 10 | 15 | Unlimited |
| Sub-accounts (per-client logins) | 10 | 15 | Unlimited |
| White-label PDF client reports | Yes | Yes | Yes |
| Multi-shop rollup dashboard | Yes | Yes | Yes |
| TikTok Ads (Standard + GMV Max) integration | Yes | Yes | Yes |
| ROAS, ACOS (Advertising Cost of Sales), TACOS (Total ACOS), MER (Marketing Efficiency Ratio) | Yes | Yes | Yes |
| Reconciled affiliate commission tracking | Yes | Yes | Yes |
| Inventory forecasting per client | Yes | Yes | Yes |
| API access | Yes | Yes | Yes |
| Dedicated onboarding | Self-serve | Included | Included |
| Dedicated account manager | — | — | Yes |
| Custom integrations | — | — | Yes |
| Solutions Partner Program (25% × 12mo) | Yes | Yes | Yes |
| Per-shop effective cost (at tier max) | $24.90/mo | $19.95/mo | $14.98/mo |
Per-shop effective cost assumes you fill the tier (10/20/unlimited shops). Order volume is pooled across all client shops on the tier — Agency Starter allows 30,000 combined orders/mo. Agencies whose typical client averages above 3,000 orders/mo should size up to Growth or Pro to avoid hitting the combined cap. For exact overage handling on a specific projected mix, contact sales.
Every Agency tier includes a 14-day free trial. Annual billing saves up to $958/year on the Pro plan. See the full pricing breakdown or skip ahead to the Solutions Partner Program.
The right tool depends less on feature checklists and more on where your agency is operationally. Here is a stage-based recommendation:
You are validating the agency model. The right move is the lowest-friction tool that gives you real client data. HiveHQ's free Profit Dashboard (250 orders/mo per shop) or Mergoio's 30-day trial both work. The tradeoff: you will outgrow them fast once you sign a third client and need white-label reporting.
Now you need white-label reports and a real multi-shop dashboard. Dashboardly Agency Starter ($249/mo, 10 shops, 30,000 combined orders) is the natural fit — the per-shop cost ($24.90 when filled) is below most agencies' typical $50-$100 client retainer markup, so the tool pays for itself on the first client.
Dashboardly Agency Growth ($399/mo, 20 shops, 75,000 combined orders, $19.95 per shop) handles this band. The team-seat structure (15 seats) and dedicated onboarding start mattering at this scale. Most competing tools either require sales-call pricing here or simply do not support multi-client operations cleanly.
Agency Pro ($599/mo, 40 client shops, unlimited seats + sub-accounts + custom integrations + dedicated manager) is the operational tier. Fully loaded at 40 shops, the effective per-shop cost is $14.98/mo. The dedicated account manager handles edge-case integrations and quarterly reviews.
Decision shortcut: if you have 5 or more client shops, the agency-readiness question is settled by features, not price. The math: $249/mo for 10 shops is $24.90 per shop when fully loaded. The hidden cost of not using an agency-ready tool — manual exports, branded PDF formatting, separate logins, missing data points — typically runs 4-8 hours per client per month. At any reasonable agency billable rate, the tool is a rounding error.
If you are currently on HiveHQ, Kixmon, Mergoio, or any spreadsheet-driven workflow, here is the typical 5-14 day migration path most agencies follow. Phases below can overlap — white-label and team-seat setup typically run in parallel to data import — so calendar time is shorter than the sum of individual phase ranges. Actual timeline varies with shop count and historical-data complexity.
For the operational playbook on running monthly client reports at scale, see our guide on managing multiple TikTok Shop clients as an agency.
Tool selection is half the job. The other half is the operational stack that turns the data into client-facing value. Here is what most successful TikTok Shop agencies in 2026 are running.
The source of truth for client P&L, ad ROAS, affiliate commission reconciliation, inventory, and monthly white-label reports. This is the layer that justifies your retainer.
If creator outreach is a core service, HiveHQ's Affiliate Bot is the leading automated option. Many agencies run it alongside Dashboardly — outreach automation in HiveHQ, reconciled commission P&L in Dashboardly.
For product sourcing, competitor monitoring, and creator partnership identification. Pair, do not replace. Most agencies use the free tiers or basic paid tiers for the research layer.
Your video production workflow — usually a mix of in-house creative team, freelance editors, and creator partnerships. Outside the analytics stack but tightly integrated with the discovery layer.
Native TikTok Ads Manager for campaign setup and budget management. Dashboardly handles attribution back to profit (the GMV Max integration ties ad spend to actual margin per SKU).
Monthly reports go through Dashboardly's white-label PDF. Weekly check-ins typically run on Loom (async video review of dashboard screenshots) or scheduled calls.
The honest answer is this: for agency operations specifically, Dashboardly is the only tool that ships all five core agency criteria today — but adjacent jobs (creator outreach automation, deepest fee taxonomy, free tier) have legitimate leaders that beat us in those specific dimensions. Most scaled agencies run a two-tool stack: Dashboardly as the agency operations platform, and one supplementary tool for whatever adjacent capability is the bottleneck.
If you are early-stage and a free tier covers your two clients, that is fine — but the moment you sign the third, the math on a real agency tier becomes obvious. The $249/mo entry point is below what most agencies charge for a single client retainer, and the operational leverage compounds with every client added.
Agency-ready means the tool ships five operational features: a dedicated agency pricing tier, white-label PDF client reports, per-client sub-accounts with isolated permissions, multi-shop dashboard rollup, and a partner or reseller program. Without all five, agencies stitch together workflows manually — which kills the operational leverage that makes agency work scalable. Dashboardly is the only tool in the May 2026 evaluation that ships all five core criteria.
Of the five direct profit-analytics competitors surveyed in May 2026, only Dashboardly publishes a dedicated agency ladder (Agency Starter $249, Agency Growth $399, Agency Pro $599). Kixmon's Elite tier is positioned for agencies in marketing copy but does not ship white-label reports or sub-accounts. HiveHQ, Mergoio, and TrueProfit do not publish agency tiers.
For a 10-shop agency, Dashboardly Agency Starter ($249/month) is the only tier that explicitly covers 10 shops, 10 team seats, 10 sub-accounts, and white-label PDF reports as published features. Competing tools either require sales-call pricing or do not publish multi-client features.
A reasonable 2026 benchmark is $20 to $50 per client shop per month when tier is fully loaded. At Dashboardly Agency Starter, the per-client cost when filled is $24.90 (10 shops at $249/mo). At Agency Growth, it drops to $19.95 per shop (20 shops at $399/mo). Order volume is pooled — verify your typical client order mix against the tier's combined cap before sizing.
HiveHQ leads on permanent free tier (250 orders/mo) and on creator-outreach automation (Affiliate Bot, separate product). Kixmon leads on the depth of TikTok fee taxonomy (45+ categorized fee types). Mergoio leads on free trial length (30 days, no credit card). TrueProfit leads on multi-channel Shopify integration. The Dashboardly advantage is concentrated specifically in agency-readiness criteria.
Yes — through the Dashboardly Solutions Partner Program. It pays 25% recurring commission for 12 months on every paid client an agency refers, with deal-registration protection and white-label reports included at every Agency tier. The separate Affiliate Program pays 20% recurring for 12 months for non-agency referrers.
Most agencies complete migration in 5-14 days, depending on shop count and historical-data complexity. Phase 1: connect shops via TikTok Open API and import historical orders. Phase 2: onboard team to sub-accounts and configure white-label reports. Phase 3: run side-by-side reporting against the previous tool for one billing cycle, then cut over. Dashboardly provides onboarding support at all Agency tiers.
Read the head-to-head breakdowns: Dashboardly vs HiveHQ, Dashboardly vs Mergoio, Dashboardly vs Kixmon, Dashboardly vs TrueProfit, Dashboardly vs FastMoss, and Dashboardly vs TikTok Seller Center.
Manage every client's TikTok Shop from one dashboard. White-label reports, sub-accounts, multi-shop rollup. Official TikTok Shop Partner.
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