Key takeaways
- Most white-label SEO tools still report rankings and traffic only. If clients ask about ChatGPT or AI Overviews, you will likely need an AI visibility layer next to your classic reporting stack.
- White-label means different things in different tools: a logo on a PDF, a custom domain, a client portal, or a fully rebranded platform. Check which tier you are buying.
- Report visibility per AI engine, not as one blended score. Promptwatch Data shows engines cite very different numbers of sources per answer.
- Almost every comparison article on this topic is written by a vendor who ranks itself first. Trial two or three tools on a real client before committing.
- A sensible agency stack is one SEO suite or reporting dashboard, plus one AI visibility platform that can export branded reports.
What white-label reporting actually covers
The term gets stretched. At the light end, you upload a logo and get a PDF with your colors. At the heavy end, clients log into a portal on your subdomain and never see the vendor's name. Both are sold as "white-label."
Before comparing tools, decide which of these you need:
- Branded PDF or HTML reports with your logo and colors
- A custom domain for dashboards and report emails
- A client portal with logins
- Scheduled delivery to client inboxes
- Multiple brand profiles, so different clients can get different branding
- Pricing that does not punish you for a large client roster
The last one matters more than most agencies expect. Per-brand or per-seat pricing that looks fine for five clients can get ugly at thirty.
Why AI visibility is now part of the reporting conversation
Clients have started asking, "What does ChatGPT say about us?" Classic rank trackers cannot answer that. Research from Ansvisor's comparison makes the same point: most white-label SEO software still reports rankings and traffic only, so agencies bolt on a separate AI visibility layer.
There is also a reporting design issue. Promptwatch Data shows ChatGPT cites about 5 sources per answer when web search triggers, while Google AI Overviews and Perplexity cite about 10. Copilot has swung from under 2 to nearly 17 sources per response within weeks. One blended "AI visibility score" hides all of that. Good client reports break results out per engine, and treat Copilot as a monthly trend rather than a weekly snapshot.
If your clients are SaaS companies, the software citation data (Sep 28 to Oct 4, 2026) is worth a look. Docs and help centers earned the largest share of ChatGPT software citations at 2.64%, vendor sites 2.01%, and review sites and analysts 1.57%, with G2 the most cited review site at 0.73%. A useful client audit covers docs and review profiles, not only the blog.
Comparison at a glance
Pricing and plan details below come from vendor pages and vendor-authored roundups, so confirm everything on the vendor's own pricing page before you buy.
| Tool | White-label strength | AI visibility tracking | Best for |
|---|---|---|---|
| Promptwatch | White-label PDF exports and schedules, white-label workspaces, branded read-only client access | Deep, real-UI tracking across ChatGPT, AI Overviews, Gemini, Perplexity and more | Agencies that want to fix AI visibility, not just report it |
| SE Ranking | Unlimited white-label reports from your domain on the Agency Pack, 10 client seats | Add-on AI visibility toolkit | Small and mid-sized agencies built around rank tracking |
| AgencyAnalytics | Logo, colors, custom domain on select plans | AI Tracker beta add-on | Multi-channel reporting across SEO, PPC and social |
| Semrush | Branded PDF and online Pro reports | AI add-ons | Agencies already inside the Semrush ecosystem |
| Search Atlas | White-label dashboards, branded URL, client portals on higher plans | LLM visibility module | Agencies wanting reporting and execution in one platform |
| Rank Prompt | White-label reports, 50 brands on the $149/mo Agency plan | Core product | Agencies with large client books |
| Whatagraph | Branded marketing reports | Limited | Cross-channel client reporting |
| Nightwatch | White labeling from the Professional plan | Prompt tracking | Rank tracking plus AI prompts |
AI visibility platforms for agencies
Promptwatch
Promptwatch is the one I would put first on the AI side, partly because it goes beyond the dashboard. Most trackers answer "was my client mentioned?" Promptwatch also shows why they are or are not visible, using IP-verified AI crawler logs and weekly site audits, then helps fix it with content gap analysis, the Content Agent, and an Action Board of prioritized tasks. Agencies can then track whether each published page gets crawled, cited and clicked.
On the agency side, the plans are built for client volume: unlimited projects and prompts, 10 seats, pitch projects for prospecting, white-label branding on PDF exports and scheduled reports, white-label workspaces, and branded read-only client access. Agency pricing runs from Kick-off at $199/mo to Scale at $799/mo, and the platform includes a Looker Studio connector on higher tiers. One caveat: agency plans do not include the Content Agent or AEO articles, which sit on the Business and Enterprise plans. Confirm current pricing at promptwatch.com/pricing.
It monitors the actual interfaces of ChatGPT, Google AI Overviews, AI Mode, Gemini, Perplexity, Copilot, Meta AI and others rather than relying only on API outputs, which can differ from what users see.
Rank Prompt
Rank Prompt treats "agency" as a first-class use case. Its own materials list the Agency plan at $149/mo with 50 brands, white-label reports emailed after each scheduled run, and a client portal. That is a vendor claim from a vendor-written ranking, so run the free first report on a client brand and judge the output yourself.
Ansvisor, Writesonic and LLM Pulse
Ansvisor pitches itself at agencies that want to sell AI visibility reporting under their own brand without replacing their SEO stack. Its Growth plan reportedly includes white-label reports, a Looker Studio connector, four brands and unlimited users. Writesonic lists white-label reporting, multi-client management and a pitch workspace, and suits agencies that want the content work attached to the tracking.
Peec AI, Otterly.AI and Scrunch
Peec AI is popular for competitor benchmarking and multi-language tracking. Otterly.AI is a lightweight option that works for a small client book but is thin on portal depth. Scrunch is oriented more toward a brand's own team than an agency running many accounts, so test its multi-brand pricing carefully during any trial.
Profound
Profound is strong on enterprise reporting but carries a higher price point, which can be hard to justify across many small clients.
Classic SEO suites with white-label reports
SE Ranking
SE Ranking is the value pick for agencies whose core service is still rank tracking and a monthly report. Reports can be PDF or HTML with your logo and a custom domain, scheduled weekly or monthly. Ansvisor lists the Agency Pack from $69 per month on annual billing, available on annual plans only. It also has a separate AI visibility product, SE Visible.
AgencyAnalytics
AgencyAnalytics is the one to look at if you report SEO next to ads and social in a single branded dashboard. Its white-label page says custom email, branded domain and multiple white-label profiles are on select plans, so confirm the tier. The AI Tracker add-on is in beta and priced at $25 per 250 credits per month on monthly billing, covering ChatGPT, AI Overviews, AI Mode, Claude, Perplexity and Gemini.
Semrush
Semrush is the default for agencies already living in it. White labeling is now a Pro report feature in My Reports, listed at $20 per report with branding, custom domains, external integrations and AI summaries. Reviewers note customization is limited compared with dedicated reporting platforms, and per-brand AI tracking can get expensive across a large portfolio.
Search Atlas
Search Atlas combines reporting with the SEO work behind it. Its Pro plan covers white-label dashboards and a branded URL, and the Agency plan adds client portals. AI features draw from a monthly credit budget, so heavy use needs monitoring. Note that Search Atlas published the comparison that ranks it first.
Other reporting and tracking options
Whatagraph and DashThis are reporting-first tools that pull SEO data alongside other marketing metrics. Nightwatch pairs rank tracking with AI prompt tracking and white labeling from its Professional plan. BrightLocal suits local agencies that report per location.
A note on whose rankings to trust
Search Atlas, Ansvisor, Mencoro and Rank Prompt each publish roundups, and each puts its own product first. That is not a scandal, just a reason to discount the order. The Mencoro piece also asked ChatGPT, AI Mode and AI Overviews which tools they recommend for white-label SEO. Semrush showed up in 66.7% of answers and SE Ranking in 55.6%. But that was 9 answers collected on October 16, 2026, which is far too small a sample to conclude anything. Treat it as color, not evidence.
The OneLittleWeb review is more independent in method: its author says he tested over 30 platforms against Google Search Console accuracy and setup time under 30 minutes. Even so, it carries affiliate links, so read it with that in mind.
How to choose: three common agency setups
Small agency, under 15 clients
SE Ranking handles rank tracking, audits and white-label reports in one suite. Add one AI visibility tool for the clients who ask about ChatGPT. Keep costs predictable and avoid per-brand pricing traps.
Mid-size agency, reporting across channels
AgencyAnalytics or Whatagraph for the cross-channel dashboard, plus a dedicated AI visibility platform such as Promptwatch exporting branded PDFs or feeding Looker Studio. This split keeps each tool doing what it is good at.
Agency selling GEO as a service
If AI search is a paid line item, you need more than a mention tracker. You want crawler data, citation analysis, content gap analysis and a way to show clients that published fixes got cited. That is where Promptwatch's agency plans fit, with the white-label exports and client access sitting on top of the data. For a wider view of the category, the GEO software directory at bestgeosoftware.com lists more options.
Evaluation checklist for a trial
Run every candidate through the same test on one real client:
- Check the white-label tier. Does the custom domain, email sender and portal sit in the plan you are pricing?
- Export a report and look at the footer, the email headers and the URL. Any vendor branding left?
- Compare data to Google Search Console for accuracy.
- Confirm per-engine AI breakdowns rather than a single score.
- Model the cost at 10, 30 and 50 clients, not at one.
- Ask what happens to scheduled reports when a client's data connection breaks.
- Test setup time. A new client should not take an afternoon.
Final thoughts
There is no single best tool, because "white-label" covers too many things. Pick your reporting layer by how much branding clients need, then add AI visibility based on whether you want to report on it or actually improve it. If you want help choosing a stack or setting up GEO services for clients, the team at 1001 SEO Media works with agencies and brands on exactly that, and uses Promptwatch for AI visibility. Whatever you shortlist, run the trial on a live client account first.