10 Best LLM AI Search Tools for Agencies in 2026

Most LLM AI search tools are built for in-house teams tracking one brand. Agencies have a completely different problem. You are managing multiple clients, running pitch audits for prospects, generating white-labeled reports, and trying to keep costs manageable as your book of business grows.

This guide covers the 10 best LLM AI search tools for agencies in 2026. Each tool is evaluated on what actually matters at the agency level: multi-client management, reporting quality, prospecting features, pricing model, and how fast you can onboard a new client and show them something useful.

What to look for in an LLM AI search tool for agencies

LLM AI search tools built for brands are not always built for agencies. Before evaluating platforms, here are the things that separate an agency-ready tool from one that will frustrate your team at scale.

When evaluating LLM AI search tools for agency use, prioritize platforms that:

• Support multi-client management from a single workspace without separate logins

• Offer white-label reporting so you can send client-ready reports with your branding

• Include prospecting or pitch audit features so you can run LLM visibility audits for prospects before they sign

• Use a pricing model that stays manageable as your client count grows

• Allow fast client onboarding so new clients are generating data within hours, not weeks

• Track brand visibility across ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews

• Provide competitive comparison data so you can show clients how they appear against rivals in AI answers

• Deliver actionable insights, not just raw mention counts

How we ranked these LLM AI search tools

Not all LLM AI search tools are built equally for agency use. We evaluated each platform across five criteria that actually matter when you are running LLM AI search as a service for multiple clients.

Agency-readiness: Does the tool have a dedicated agency program, multi-client workspace, or agency pricing tier? Tools built from the ground up for agencies ranked higher than those that bolt on a teams feature.

Multi-client management: Can you manage 10, 20, or 50 client brands from one workspace without switching logins or duplicating work? This is the single biggest operational differentiator for agencies.

White-label and reporting: Can you generate client-ready reports with your own branding? Agencies that cannot deliver professional reports lose credibility with clients, regardless of the quality of the underlying data.

Prospecting and pitch features: Can you run visibility audits for prospects before they sign? Agencies live on new business, and tools that support the sales process ranked higher than those that only support delivery.

Pricing model: Does the cost stay manageable as your client count grows? Tools with flat-rate or per-brand pricing ranked higher than those that charge per seat or per prompt in ways that compound quickly at scale.

Tools were ordered based on how well they meet these five criteria for agency use specifically, not how good they are for in-house teams or individual brands.

Comparing the best LLM AI search tools for agencies in 2026

Pricing varies depending on usage and plan structure.

Best LLM AI search tools for agencies in 2026

Here is a breakdown of the top 10 LLM AI search platforms built or adapted for agency use. Each entry covers what the tool does, why agencies choose it, pricing, and who it is best suited for.

1. Scrunch AI

Scrunch AI is an LLM AI search platform built for agencies and brands, with a dedicated agency program, its own pricing tier, and a technical delivery layer.

Most tools bolt on a team's feature and call it agency-ready. Scrunch built a dedicated agency program with its own onboarding workflow, commercial model, and partner benefits. The unified command centre lets you manage all client brands from a single workspace.

Why agencies choose Scrunch AI

• Agency workspace: Manage all client brands from one platform with no separate logins

• Prospecting license: Run pitch audits for prospects without using paid project slots

• Developer API: Build fully white-labeled client dashboards powered by Scrunch data

• AXP delivery layer: Serve AI crawlers optimized client content at the infrastructure level

• Partner program: Referral commissions, co-marketing fund, and dedicated GTM support

Pricing

• Agency Core: $500/month

• Agency Enterprise: Custom

Best for: Agencies that want purpose-built agency infrastructure with a technical delivery layer.

2. Peec AI

Peec AI is a LLM AI search platform with unlimited team seats on every plan, making it one of the most margin-friendly options for agencies.

The platform tracks brand visibility across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews with coverage across 115 plus languages and unlimited countries. Prospecting projects stay separate from paid client slots so running pitch audits does not eat into delivery capacity.

Why agencies choose Peec AI

• Unlimited team seats: No per-user charges as your team or client roster grows

• Unlimited free pitch projects: Run audits for prospects without using paid allocation

• Transparent pricing: Flat monthly tiers that are easy to model across a full book of business

• Multi-model coverage: Tracks ChatGPT, Claude, Gemini, Perplexity, and AI Overviews

• 115 plus languages and unlimited countries on every plan

Pricing

• Starter: $95/month

• Pro: $245/month

• Advanced: $495/month

• Enterprise: Custom

Best for: Agencies that want transparent pricing, unlimited seats, and solid multi-client tracking.

3. Profound

Profound is an enterprise-grade AI visibility platform with API access and data exports, suited for agencies building custom reporting infrastructure.

Profound is built around data infrastructure rather than opinionated dashboards. For agencies that want to pull visibility data into their own reporting stack, BI tools, or internal platforms, Profound's API access and CSV exports provide the raw data layer to build on. It tracks brand mentions across 10 plus AI platforms.

Why agencies choose Profound

• API and data exports: Pull visibility data into your own BI tools or reporting infrastructure

• High-frequency monitoring: Near real-time brand mention tracking across AI platforms

• Agency Growth plan: Includes pitch workspaces per month for prospecting

• Share-of-voice measurement: Show clients how their AI visibility compares to competitors

• Agent analytics: Understand how AI crawlers access and interpret client site content

Pricing

• Starter: $99/month

• Growth: $399/month

• Enterprise: Custom

Best for: Data-driven agencies with technical resources that want deep analytics and a custom reporting infrastructure.

4. Serplock

Serplock is a platform that helps growth, brand, and marketing teams understand how AI platforms describe their companies, track narrative positioning, and improve how their brands are represented in AI-generated answers.

For agencies, the Agency Partners plan adds multi-domain tracking, client LLM visibility management from a single platform, branded visibility reports, and the ability to create AEO/SEO/LLM visibility proposals directly inside the tool.

Why agencies choose Serplock

• AI brand perception analysis: See how AI describes your brand's tone, credibility, and positioning so you can fix gaps before they cost you deals.

• Competitive comparison insights: Understand how AI compares your product to alternatives, and make sure you come out on top.

• Topic and feature association mapping: Identify which features and categories AI connects to your product so you can double down on what's working and close the gaps that aren't.

• Content engineering for LLM visibility: Structure your content the way AI systems expect it so your product gets surfaced when buyers are asking the right questions.

• Topic and knowledge graph development: Strengthen how AI understands your brand's entities so you show up consistently across every relevant prompt and platform.

• Community signal monitoring: Track the Reddit threads and community discussions shaping AI outputs so you can influence the narrative before your competitors do.

• Brand intelligence dashboard: Get a single view of how AI platforms interpret your product so your entire team stays aligned on positioning and priorities.

Pricing

• Starter: $49/month

• Growth: $99/month

• Pro: $199/month

• Enterprise: $299/month

• Agency Partners: Contact for agency pricing

Best for: Growth and marketing teams optimizing AI search presence, and agencies managing multiple client brands from one platform.

5. AIclicks

AIclicks is a prompt-level AI tracking platform built for marketers and agencies who need actionable AI search visibility data.

AIclicks tracks how brands appear across ChatGPT, Gemini, Perplexity, and Copilot at the prompt level. Prompt Cluster Mapping ties visibility to revenue-driving topics rather than single keywords. Multi-client management is included on higher tiers.

Why agencies choose AIclicks

• Prompt-level tracking: See exactly which prompts surface your client brands in AI answers

• Prompt Cluster Mapping: Group prompts by topic to tie AI visibility back to revenue

• Multi-LLM coverage: Tracks ChatGPT, Gemini, Perplexity, and Copilot

• Agency features: Multi-client management on Business and higher plans

• Citation intelligence: See which sources are influencing AI answers for each client

Pricing

• Starter: $59/month

• Pro: $189/month

• Business: $499/month

Best for: Agencies tracking prompt-level AI visibility across multiple client brands who need actionable data.

6. SE Ranking

SE Ranking integrates LLM tracking with a full SEO toolkit, making it one of the best value options for agencies already running traditional SEO.

SE Ranking tracks how brands appear across ChatGPT, Gemini, Perplexity, Google AI Overviews, and Google AI Mode with platform-specific metrics. For agencies managing multiple clients, the pricing stays manageable compared to most dedicated LLM tracking platforms.

Why agencies choose SE Ranking

• LLM integrated with SEO: Manage traditional search and LLM visibility inside one platform

• Five separate AI trackers: Platform-specific metrics for AI Overviews, AI Mode, ChatGPT, Gemini, and Perplexity

• Competitive benchmarking: Track how client brands compare to competitors in LLM answers

• Accessible pricing: Core starts at $103/month with 100 daily AI prompts

• White-label reporting options for client-facing deliverables

Pricing

• Core: $103/month

• AI Search add-on: $71/month

• Custom enterprise plans

Best for: Agencies managing multiple clients that want LLM tracking integrated with their existing SEO workflow.

7. Nightwatch

Nightwatch combines LLM monitoring with traditional SEO rank tracking, offering one of the most complete hybrid visibility platforms for agencies.

Nightwatch tracks brand visibility across ChatGPT, Claude, Perplexity, and Google AI Overviews while also monitoring the web searches that LLM systems execute to fetch real-time data. This gives agencies visibility into the full AI response pipeline. The platform starts at $32/month, making it one of the most affordable comprehensive options.

Why agencies choose Nightwatch

• Full pipeline visibility: Track both LLM outputs and the web searches AI systems run for real-time data

• Multi-model LLM monitoring: Covers ChatGPT, Claude, Perplexity, and Google AI Overviews

• Citation-level sentiment analysis: Understand not just if clients appear but how they are described

• Traditional SEO included: LLM tracking and rank tracking in one unified dashboard

• Affordable entry: Starts at $32/month, significantly below most dedicated LLM platforms

Pricing

• Starter: $32/month

• Higher tiers available for volume and team needs

Best for: Agencies that want comprehensive LLM monitoring combined with traditional SEO tracking at an accessible price.

8. Rank Prompt

Rank Prompt is an AI tracking tool built for agencies managing multiple brands, with prompt tracking and multi-client dashboards.

Rank Prompt tracks prompt visibility across ChatGPT, Gemini, and Perplexity while supporting schema optimization. The Agency plan includes multi-brand support and is one of the more accessible entry points for agencies adding AI search tracking to their service offering.

Why agencies choose Rank Prompt

• Multi-client dashboards: Track multiple brands and domains from one workspace

• Prompt visibility tracking: See where each client brand appears in AI answers

• Schema optimization support: Identify and fix structured data issues affecting visibility

• Agency plan: Dedicated tier with multi-brand support

• Affordable entry point: Agency plan starts at $149/month

Pricing

• Starter: $49/month

• Pro: $89/month

• Agency: $149/month

Best for: Agencies adding AI search tracking to their service offering who need multi-brand support at an accessible price.

9. Otterly AI

Otterly AI is an accessible AI visibility tracker suited for smaller agencies or those introducing clients to AI search for the first time.

Otterly AI is the most accessible tool on this list by price. For smaller agencies, freelance consultants, or teams introducing AI visibility to clients who are not yet ready for enterprise tooling, Otterly keeps the barrier low.

Why agencies choose Otterly AI

• Affordable entry pricing: The lowest starting price on this list

• Simple dashboards: Clean, client-readable reports without analyst support

• Brand mention monitoring: Track how client brands appear across major AI platforms

• Competitive tracking: Show clients which competitors appear when they do not

• Team collaboration: Share insights across account managers and client contacts

Pricing

• Lite: $25/month

• Standard: $160/month

Best for: Smaller agencies, freelancers, or teams introducing AI visibility to budget-conscious clients.

10. LLM Pulse

LLM Pulse is one of the few LLM visibility platforms with true white-label reporting, built specifically for agencies that want to brand their AI search deliverables.

LLM Pulse fills a gap most LLM tracking tools leave open: genuine white-label capabilities at accessible pricing. Most competitors either do not offer white-label or lock it behind enterprise contracts. LLM Pulse includes white-label reports, custom branding, API access, and a Looker Studio connector.

Why agencies choose LLM Pulse

• True white-label reporting: Custom branding on all client reports without enterprise pricing

• API access: Pull LLM visibility data into your own reporting stack or dashboards

• Looker Studio connector: Integrate LLM data into your existing reporting workflows

• Unlimited team seats: Scale your team without per-user cost penalties

• Multi-client management: Manage multiple client brands from a single workspace

Pricing

• Starter: EUR 49/month

• Higher tiers available

• White-label as separate add-on

Best for: Agencies that need true white-label LLM visibility reporting and want to deliver fully branded AI search reports to clients.

How to choose the right LLM AI search tool for your agency

The right tool depends on the size of your agency, the type of LLM AI search work you deliver, and the reporting expectations of your clients.

Agencies building a full service from scratch should look at Scrunch AI or Peec AI first. Both are built with agency workflows as the primary use case. Scrunch brings the technical delivery layer and developer API for custom reporting. Peec brings unlimited seats and transparent pricing that stays predictable as your client roster grows.

Agencies that need to prove LLM AI search ROI in dollars should evaluate AthenaHQ or Profound. Both connect visibility data to revenue conversations in ways that general tracking tools do not.

Agencies already running SEO services through Semrush or Ahrefs can add AI visibility tracking inside tools they already know, reducing the learning curve and platform sprawl.

For agencies that want to track AI brand perception and competitive positioning across multiple clients and generate branded proposals and reports, Serplock's Agency Partners plan covers the core workflow without enterprise pricing.

Start tracking and improving your AI visibility

LLM AI search tools help agencies understand how AI systems describe their clients' brands and how those brands are positioned in AI-generated answers. As AI search becomes a primary discovery layer, this visibility will increasingly influence brand trust and buyer decisions.

Most agencies succeed by starting with one primary platform and expanding as their service matures. The platforms built agency-first, with multi-client management, prospecting features, and white-label reporting, will save the most time and margin as your book of business grows.

Conclusion

LLM AI search is becoming a standard service category for agencies. Brands are asking about AI visibility, and the agencies that can track, measure, and improve it will have a clear advantage in new business conversations.

The tools on this list represent the current best options for agency use. The platforms built agency-first will save the most time and margin as your client roster grows.

Agencies that invest in AI search tooling now will be better positioned to demonstrate results, retain clients, and win new business as AI search continues to grow.