Key takeaways
- Brandlight has no public pricing, starts with a paid three-month pilot, and its own materials admit page-level attribution is still "coming soon" — a rough fit for agencies that need to onboard new client brands fast
- Agencies managing 5 to 50+ client portfolios generally do better with tools that charge per client workspace (Peec AI, Profound's Agency plans) or flat-rate multi-brand platforms (Promptwatch, Slate) rather than Brandlight's enterprise-only sales motion
- White-labeling isn't universal even among "agency-friendly" tools — Otterly.AI, for example, has no native white-label option despite its low price
- Promptwatch stands out for agencies that want to move past monitoring into execution: crawler logs, content gap analysis, and Content Agents that publish directly to a client's CMS
- Total cost of ownership matters more than sticker price — per-domain pricing (Semrush) or per-prompt caps can quietly multiply once you're running 10+ client accounts
Why agencies keep looking past Brandlight
Brandlight is a legitimate product. It tracks brand mentions across ChatGPT, Gemini, Perplexity, Copilot, and Claude, layers on sentiment and citation data, and runs a multi-agent content workflow (strategist, writer, editor, validator) that routes drafts to a CMS for legal review. Kimberly-Clark reportedly moved 12 of 12 brands into the top three across major LLMs using it, and the company raised a $30 million Series A in February 2026 to keep building it out.
But it was built for a specific buyer: Fortune 500 marketing teams with dedicated AI strategists and enterprise budgets. That shows up in three places that matter a lot to agencies.
First, there's no published pricing. Third-party estimates put entry around $199/month, an "Activation" tier near $750/month, and enterprise contracts stretching from $4,000 to $25,000+ a month. Every deal starts with a sales call and a paid three-month pilot rather than a self-serve trial. If you're trying to pitch AI visibility as a new retainer line to five prospective clients this quarter, that sales cycle is friction you don't need.
Second, the attribution gap. Brandlight's own materials say page-level attribution is "coming soon," and reviewers on G2 consistently mention that insights are hard to turn into action without internal bandwidth. Agencies selling AI visibility as a service need to show clients concrete before/after results, not just a dashboard.
Third, it's simply not priced or packaged for the agency model. There's no per-client workspace tier, no wholesale reseller pricing, and onboarding for enterprise deployments can take six to eight weeks. Compare that to a boutique agency juggling 12 client brands that needs to spin up a new workspace in an afternoon.
What agencies should actually be tracking per client brand
Before picking a tool, it helps to know what a good dashboard should surface, because this is where a lot of "AI visibility" products fall short. Promptwatch's data on average sources per response shows ChatGPT cites roughly 5 sources per web-search response, while Google AI Overviews and Perplexity cite closer to 10 each. That's a much smaller pool of citation "slots" than a traditional search results page, which means every client brand is fighting harder for fewer mentions per answer.
Domain authority matters less than most agencies assume. Promptwatch's citation-share-by-domain-rank data for August 2026 found mid-authority domains (DR 46-75) earned almost half of all ChatGPT Search citations that month, while top-tier DR 91-100 domains fell from roughly 7% in week one to about 3% by mid-August. In plain terms: a client doesn't need Forbes-level authority to get cited. That's a genuinely useful talking point when you're pitching a smaller client on an AI visibility retainer.
Content type also shifts fast. According to Promptwatch's citation-types tracking for August 2026, how-to content more than doubled its ChatGPT citation share over the month, while social posts collapsed from 4.4% to under 1% after August 14, the same day Reddit's ChatGPT citation share dropped sharply (a trend documented in Promptwatch's report on Reddit citations dropping in ChatGPT). Any tool you pick for a multi-client agency should be able to show this kind of content-type breakdown per brand, not just a single visibility score.
The alternatives, compared
| Tool | Starting price | Agency workspace model | White-label | Content execution | Best for |
|---|---|---|---|---|---|
| Promptwatch | $95/mo (Essential) | Multi-site plans, agency tiers from $199/mo | Yes, agency plans | Content Agents publish to CMS | All-round monitoring plus execution |
| Profound | Free trial, ~$99/mo agency base + $399/client | Agency Growth/Enterprise, per-workspace billing | Yes | AI Marketer agents | Enterprise peer, deep citation analysis |
| Slate | Contact for agency pricing | Purpose-built multi-client workspaces | Yes | Brand Kit-driven content generation | Agencies running 20+ client brands |
| Peec AI | $245/mo (Essential agency tier) | Four dedicated agency tiers ($245-$795+) | Yes, shareable client dashboards | No | Boutique agencies (3-25 clients) |
| Scrunch AI | ~$250-$300/mo | Agency Core / Agency Enterprise | Yes | No | Technical teams, SOC 2 clients |
| Otterly.AI | $29/mo | Multi-brand tracking, no dedicated agency tier | No native white-label | No | Budget validation before bigger spend |
| Semrush AI Visibility Toolkit | $99/mo per domain | Existing Semrush projects | Via Semrush | No | Agencies already inside Semrush |
| Ahrefs Brand Radar | Included with Ahrefs (costly) | Existing Ahrefs projects | Via Ahrefs | No | Research-heavy SEO teams |
| Rank Prompt | $149/mo (Agency) | Agency and Agency Plus tiers | Yes | No | Agencies wanting prospecting tools built in |
| Brandlight | Not published, paid pilot | Enterprise multi-brand command center | Enterprise-managed | Content workflow (routes to CMS, no auto-publish) | Fortune 500 in-house teams |
Promptwatch: monitoring plus execution, built for multiple brands
Promptwatch is the tool 1001 SEO Media's own team runs for client AI visibility work, so it's worth being upfront about that. What makes it a reasonable Brandlight alternative for agencies specifically is that it doesn't stop at telling you a client is invisible in ChatGPT, it shows you why (crawler logs from ChatGPTBot, ClaudeBot, PerplexityBot and 400+ other bots, down to the page level) and then does something about it.
For a multi-client agency, the parts that matter most are the Content Agents (which plan, write, and publish GEO-optimized content directly to a client's Webflow, Framer, or WordPress site on a schedule), the Unified Actions to-do list that prioritizes what to fix across accounts, and Agent Chat, which lets an account manager ask plain-language questions across a client's citation and traffic data instead of digging through a dashboard manually. Reddit and YouTube citation tracking and ChatGPT Shopping and Ads Radar are also things most competitors, including Brandlight, don't offer at all.
Pricing starts at $95/month for a single site on the Essential plan, with agency-specific tiers (Kick-off at $199/mo, Growth at $399/mo, Scale at $799/mo) that include unlimited projects, unlimited prompts, and 10 seats, plus white-label dashboards and a client portal. Crisp, one of Promptwatch's customers, reported 2x higher conversion rates from AI traffic versus traditional channels after scaling to 5-10 published articles a day through the platform, which is the kind of concrete number that helps when you're justifying a retainer to a client's finance team.
Profound: the other enterprise-grade option, with a real agency tier
Profound is the closest thing to a direct Brandlight competitor, and it's the alternative most often cited alongside it in third-party comparisons.
Its free trial covers 50 prompts a day for a week across ChatGPT, Gemini, and Google AI Overviews, which at least lets an agency kick the tires before committing. The Agency Growth plan runs around $99/month as a base fee plus roughly $399/month per client workspace, and includes Agency Mode, up to 10 pitch workspaces a month (useful for auditing prospects before they sign), 25 custom prompts per workspace, and 5 team seats under consolidated billing. Profound tracks up to 9 answer engines at the enterprise tier, including DeepSeek and Exa Search, which is broader coverage than most competitors offer. After raising a $180M Series D, Profound has been pushing its own "AI Marketer" agent workflows, putting it in similar territory to Promptwatch on the execution side, though its content tooling is newer and less proven than Promptwatch's.
Slate: purpose-built for the agency model
Slate is worth a specific mention because, unlike most tools on this list that added agency features on top of a brand-focused product, it was architected around the agency workflow from day one. Separate client workspaces, centralized oversight, and reporting that doesn't require logging in and out of different accounts. An agency running 30 clients can pull monthly visibility reports across all of them from one place, and Slate's "Brand Kit" feature lets each client's voice guidelines and terminology get inherited automatically by any generated content, which takes brand consistency out of an editor's memory and puts it into the system.
The honest trade-off is that Slate's architecture is overkill for a solo brand team managing one account, and pricing isn't published, so you'll need to talk to sales, similar to Brandlight, though the onboarding friction is reportedly lighter.
Peec AI: the clearest agency pricing ladder
If transparent, tiered pricing matters most to you, Peec AI has the most explicit agency pricing structure of anything on this list. Four tiers, scaled by client count: Essential at $245/month for agencies landing their first clients, Growth at $495/month for boutique agencies with 3-10 clients, Scale at $795/month for 11-25+ clients, and a custom Comprehensive tier for global enterprise agencies.
Each tier includes consolidated billing across all client projects and free "pitch projects" so you can audit a prospect's AI visibility before they've signed, then convert that audit into a paid client project without re-doing the setup. The gap, per independent reviews, is that Peec's agency tooling focuses on pitch workflows and seats rather than formal reseller or referral economics, so if you need wholesale pricing to resell under your own margin, you'll want to ask directly.
Scrunch AI and Semrush: good if you're already in that ecosystem
Scrunch AI runs Agency Core and Agency Enterprise tiers starting around $250-$300/month, and its enterprise tier includes SOC 2 compliance, which matters if any of your clients are in regulated industries. It's a stronger fit for technical SEO teams than for agencies that want done-for-you content.
Semrush's AI Visibility Toolkit is a $99/month per-domain add-on to an existing Semrush subscription. The catch for agencies is exactly that: per-domain pricing. Track 15 client brands and you're looking at close to $1,500/month just for the AI visibility layer, on top of whatever else you're paying Semrush for. It's a reasonable bolt-on if your agency already lives inside Semrush's ecosystem, but worth modeling the total cost before committing at scale.
Otterly.AI: the cheapest way to test the waters
Otterly.AI starts at $29/month for 15 prompts, which makes it the lowest-friction way to validate AI visibility as a new service line before you commit real budget. The catch, and it's a real one for agencies: Otterly.AI has no native white-label option. You can't customize the interface, branding, or URLs your clients see, which limits how far you can build it into a paid retainer.
Ahrefs Brand Radar and Rank Prompt
Ahrefs Brand Radar is bundled into the broader Ahrefs subscription and is described by reviewers as "extremely costly" with no free trial, but it's worth considering if your agency already runs client SEO work through Ahrefs and wants AI visibility layered on without adding a new vendor relationship.
Rank Prompt takes a different angle with its Agency plan at $149/month, covering white-label reports and tracking for 500 brands, with an Agency Plus tier at $299/month adding client portals, automated report delivery, and prospecting tools for 1,000 brands. It's a reasonable middle ground if you want white-labeling and prospecting baked in without Profound- or Promptwatch-level content execution.
Rank Prompt
How to actually choose
A few questions cut through most of this quickly.
How many client brands are you running right now, and how many will you have in 12 months? Under 10 clients, Otterly.AI or Peec's Essential tier gets you started cheaply. Between 10 and 25, Peec's Growth/Scale tiers or Profound's Agency Growth plan make more sense. Above 25, Slate's workspace architecture or Promptwatch's agency tiers with unlimited projects avoid the per-client fee creep that Peec and Profound's per-workspace pricing can create.
Do you want the tool to just report, or to also produce work? If your team already writes and publishes client content, a pure monitoring tool like Otterly.AI, Scrunch, or Ahrefs Brand Radar is fine. If you want the platform to close the loop, generating content briefs, writing drafts, and pushing them to the client's CMS, Promptwatch and Profound are the two genuinely built for that, with Brandlight offering a lighter version that still requires a human in the CMS review loop.
Can you afford the sales cycle? Brandlight's paid pilot and enterprise-only pricing make sense if you're onboarding a single Fortune 500 retainer with a six-figure budget. For most agencies pitching AI visibility as a new line item to existing SEO clients, a self-serve trial (Promptwatch, Profound, Peec, Scrunch, and Otterly.AI all offer one) gets you to a signed contract faster.
If you want to browse beyond this list, the GEO software directory at bestgeosoftware.com has a broader set of platforms organized by feature set, which is a decent next stop once you've narrowed down what your agency actually needs.
The bottom line
Brandlight earns its enterprise reputation, but its pricing model and pilot-first sales process work against the way most agencies operate: signing clients quickly, proving value within a month, and scaling a service line without a six-figure minimum commitment. For agencies managing multiple client brands in 2026, the better starting points are tools built or priced around per-client workspaces, with Promptwatch and Profound leading on execution, Peec AI leading on transparent agency pricing, and Slate leading on true multi-client architecture. Pick based on how many clients you have today, not how many you hope to have.