Key takeaways
- Agency pricing is where AI visibility tools differ most. Per-domain, per-prompt and per-credit metering can make five clients cost several times what the headline price suggests.
- White-label is often an add-on or a higher tier, not a default. Semrush charges $20/mo extra for branded PDFs, and GEO Toolbox gates it at $499/mo.
- Most "best for agencies" rankings are written by vendors who rank themselves first. Cross-check every price on the official page.
- Promptwatch is the pick if you want agencies to act on the data, not just report it. Peec AI and Otterly are the simpler monitoring-only options.
- Pick a tracker that records query fan-outs and lets you annotate model changes, because citation behavior shifts abruptly.
Why agencies need different tools than in-house teams
An in-house team tracks one brand. An agency tracks twenty, each with its own competitors, report cadence and a client who wants their logo on the dashboard, not yours. Most AI visibility tools were built for the first case and bolted a seat-sharing feature on afterwards.
That matters more than it sounds. When a tool meters by domain, by prompt or by credit, the cost of adding a client is not flat. You find out on invoice day.
So this guide ranks tools on the things that hurt agencies: white-label reports, client seats, multi-project structure, pitch or prospecting features, API access, and how the price scales as you sign more clients.
A caveat on sources. Most comparison articles on this topic are written by vendors. Rank Prompt, SearchEye and ZipTie all publish lists with themselves at or near the top, and ZipTie says so openly. I have used their pricing figures where they give specifics, flagged where a competitor reported a number, and you should confirm everything on the vendor's own pricing page before you commit.
What to look for in an agency AI rank tracker
White-label reporting that is actually white-label
Check three things: can you brand PDFs and scheduled emails, can the client log into a branded portal, and does the branding cost extra. Semrush lists its white-labeled PDF reports behind a $20/mo add-on. SE Ranking delivers it through an Agency Pack add-on. GEO Toolbox only offers it from its $499/mo Growth plan.
Real UI tracking and fan-out data
What a user sees in ChatGPT can differ from what an API returns. Agencies get burned when a client opens ChatGPT, sees a different answer and doubts the report. Look for tools that monitor the actual interfaces.
Also look for fan-out capture. According to Promptwatch's ChatGPT query fanout data, a single prompt can trigger 3 to 8 or more web searches, and the average query length fell from about 117 to about 53 characters between December 2025 and March 2026. Short, keyword-like prompt sets reflect how ChatGPT actually searches.
Daily tracking and change annotations
Citation behavior moves overnight. Promptwatch Data shows reddit.com's share of ChatGPT citations falling from about 4% to 0.5% on August 14, 2026. Another report shows citations per response dropping around the GPT-5.3 rollout on March 4, 2026. If your client's visibility dips the same week, you need to explain it. A tracker with daily data and annotations lets you do that.
Pricing that scales with your client book
Ask the vendor to quote your actual client count, prompt count and model count. Then compare cost per tracked prompt per model, not the monthly headline.
Agency plans compared
Prices change often, and several figures below come from competitor blogs. Treat them as a starting point.
| Tool | Agency-relevant entry point | White-label | Metering | Optimization |
|---|---|---|---|---|
| Promptwatch | Kick-off $199/mo, Growth $399/mo, Scale $799/mo | Yes, white-label exports and branded client access | Responses, unlimited projects and prompts | Yes (content gap analysis, Action Board, Agent Chat) |
| Peec AI | Essential $245/mo, Growth $495/mo, Scale $795/mo | Branded reporting, pitch projects | Credits (1 credit = 1 prompt per model per day) | Monitoring only |
| Semrush AI Visibility | $99/mo per domain | $20/mo add-on for white-label PDFs | Per domain | Part of SEO suite |
| Otterly.AI | From $29/mo, Standard $189/mo | Looker Studio and white-label options | Prompts by tier | Monitoring only |
| SE Ranking | Core ~$103-129/mo plus Agency Pack and AI Search add-ons | Agency Pack | Plan plus add-ons | SEO suite |
| Rank Prompt | Agency $149/mo | Yes, plus portal | Brands (500 on Agency) | Vendor-reported |
| GEO Toolbox | Growth $499/mo | Growth and above | Client brands (15) | Limited |
| AgencyAnalytics | $25 per client/mo | Yes | Per client | AI tracking in beta |
The best AI rank trackers for agencies in 2026
1. Promptwatch: best if you want to act on the data
Full disclosure: 1001 SEO Media, which publishes this site, uses Promptwatch for its own GEO work. That said, the reasoning is practical. Most trackers answer "was my client mentioned?" Agencies get paid to change the answer.
Promptwatch tracks the real interfaces of ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Copilot, Meta AI and Alexa, per country and language. Its agency plans give you unlimited projects, pitch projects and prompts, 10 seats and all models on every tier. Kick-off is $199/mo (10,000 responses), Growth $399/mo (25,000) and Scale $799/mo (65,000, with local GEO/SEO targeting and an audit log). White-label branding applies to exports and scheduled reports, and clients can get branded read-only access.
What separates it from monitoring-only tools: IP-verified AI crawler logs, visitor analytics for AI-referred traffic, Reddit, YouTube and LinkedIn citation tracking, prompt volumes and difficulty scores, query fan-outs, and Agent Chat, a conversational analyst over the live data that can build dashboards and PDF reports on request. Agent Credits (1,000 to 6,500 per month on agency plans) are included.
The tradeoff: agency plans do not include the Content Agent, AEO articles, the Knowledge Base or 360 Insights. Those sit on Business ($579/mo) and Enterprise. If you want the automated content publishing for a client, that client may need a Business-plan project.
2. Peec AI: clean multi-client monitoring
Peec AI is the specialist choice if you want a tidy tracking dashboard and pitch projects. Per Semrush's blog (a competitor, so verify on peec.ai/pricing), agency plans run Essential at $245/mo (10,000 credits, about 111 prompts, 3 projects, 3 client seats, 25 pitch projects), Growth at $495/mo (25,000 credits, 10 projects) and Scale at $795/mo (65,000 credits, 25 projects, 7 seats).
The credit model is the thing to understand. One credit covers one prompt on one model for one day, so more models means fewer prompts. Lower tiers also include only three models. It is monitoring without optimization, so you will need other tools to turn findings into work.
3. Semrush AI Visibility Toolkit: fine if the client is already in Semrush
Semrush charges $99/mo per domain for the AI Visibility Toolkit, with white-label PDFs needing the $20/mo My Reports Pro add-on. One third-party analysis (Activepieces, checked October 25, 2026) says it is an add-on rather than standalone, that the cheapest working setup is about $238.95/mo, and that five clients means roughly $495/mo in toolkits before the base subscription.
For an agency that already lives in Semrush, that may be acceptable. For an agency whose AI work is growing faster than its SEO suite, per-domain metering gets expensive quickly.
4. Otterly.AI: lightweight and cheap
Otterly.AI starts at $29/mo and tracks ChatGPT, AI Overviews, AI Mode, Gemini, Perplexity and Copilot. ZipTie's roundup lists the Standard plan at $189/mo for mid-market agencies needing white-label client reports, with Looker Studio support. Activepieces notes that only the Premium tier lowers unit cost meaningfully, around $1.22 per prompt, and add-ons cost extra.
Good for agencies starting out with a few clients and a need for simple reports.
5. SE Ranking: one suite for SEO and AI
SE Ranking suits agencies that want rank tracking, audits and white-label reporting in one place. SearchEye lists Core at $129 and Growth at $279 monthly, with AI Search at $89. The Agency Pack add-on is reported at around €59/mo billed annually, but its own pages disagree on client seats (10 versus 30) and on whether it covers four or five AI engines. Get the numbers in writing.
6. Profound and Scrunch: enterprise leaning
Profound raised a $96M Series C in February 2026 and is mostly sales-led on pricing. Otterly's blog lists a Growth plan at $399/mo, but that comes from a competitor. Scrunch is oriented more toward a brand's own team than an agency running many accounts, so test its multi-brand pricing carefully during a trial.
7. AgencyAnalytics and Nightwatch: reporting-first
If your problem is client reporting across channels, AgencyAnalytics charges per client (around $25/mo on monthly billing) with unlimited data sources, dashboards and users, and AI visibility tracking is still in beta. Nightwatch offers white-label reports from its Professional tier with unlimited seats. These are better as the reporting layer than as the sole AI tracker.
8. Rank Prompt: cheap per brand, but check the claims
Rank Prompt's own blog ranks itself the best overall, with an Agency plan at $149/mo covering 500 brands, white-label reports and a client portal, and Agency Plus at $299/mo for 1,000 brands. The pricing is aggressive, but the source is the vendor. Run a trial with a real client before trusting the claim.
How the cost scales: a worked example
Take an agency with five clients, around 50 prompts each, tracked daily across five models.
- On a per-domain tool such as Semrush, you pay the toolkit fee five times, plus the base subscription.
- On a credit tool such as Peec, 250 prompts across 5 models is 1,250 credits per day. The Scale tier's 65,000 credits is a monthly pool, so work out your real consumption before picking a tier.
- On a response-based, unlimited-project model such as Promptwatch agency plans, you pay for volume of responses, not per client, so adding a sixth client does not trigger an upsell until you run out of responses.
The lesson is not that one model is always cheapest. It is that you should model your own client book against each vendor's metering before the demo call ends.
Questions to ask before you sign
- Is white-label included in the tier I am pricing, or an add-on?
- Do all models come with every plan, or do cheaper tiers limit me to three?
- How many client seats, and can clients get read-only branded access?
- Can I run pitch projects on prospects without using paid client slots?
- Is the data captured from the real user interface or from APIs?
- Can I export raw data or reach it through an API or MCP server?
- What happens when a model update changes citations overnight? Can I annotate it?
What the vendor-written guides get right and wrong
SearchEye's article above is a useful pricing cheat sheet, and the author discloses that he founded SearchEye. That kind of disclosure is the standard to demand. Treat any list where the publisher ranks first as a pricing source, not a verdict.
Pitfalls that catch agencies
- Per-domain and per-prompt metering inflates costs as the client book grows.
- Model coverage varies by tier, so a cheaper plan may skip the models your client cares about.
- White-label can be an add-on, a higher tier, or only available on annual billing.
- Seat counts conflict between vendor pages. Get them in writing.
- Monitoring-only tools leave you to build the action plan elsewhere, which means a second subscription.
Which one should you pick?
| Your situation | Start here |
|---|---|
| You want to track and then fix visibility for clients | Promptwatch |
| You want clean monitoring and pitch projects, budget around $245-$495/mo | Peec AI |
| You are already deep in Semrush and have few clients | Semrush AI Visibility Toolkit |
| You are small and need a cheap start | Otterly.AI |
| You want SEO and AI reporting in one suite | SE Ranking |
| Reporting across many channels is the main pain | AgencyAnalytics plus a dedicated AI tracker |
For more options, the GEO software directory at bestgeosoftware.com lists dozens of other trackers, and ai-rank-tools.com covers rank trackers specifically.
Run a two-week trial before you commit
Pick two real clients, one easy and one messy. Load the same 30 to 50 prompts into your two shortlisted tools. Compare what each reports against what you see by hand in ChatGPT and AI Overviews. Generate a client report, send it to a colleague and ask whether they can tell which vendor made it. Then check the invoice maths for ten clients, not two.
The tool that survives that test is the one to buy. Everything else is marketing.