Why SEO Agencies Can’t Rely on Traditional Reporting Anymore
In 2026, the landscape of search has fundamentally shifted. Generative Engine Optimization (GEO) has emerged as the important partner of traditional SEO, driven by the “Zero-Click” reality of AI Overviews and conversational AI. Users no longer scroll through blue links; they receive direct, synthesized answers. This shift means traditional analytics, which relies on clicks, systematically underreports brand discovery through Large Language Models (LLMs). When a user finds a brand via ChatGPT and then Googles it or types the URL directly, Google Analytics credits Google organic or direct traffic, not the AI’s influence. The old attribution framework is incomplete for this new era.
To accurately measure AI search visibility, agencies must track specific KPIs:
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Subscribe- Visibility Percentage (Primary Metric): This metric defines the percentage of relevant AI search responses that include a client’s brand. Agencies should segment prompts by topic, funnel stage, and customer segment to understand visibility across the buyer journey. Tracking at a category level, rather than individual prompts, provides reliable patterns from non-deterministic LLM outputs.
- Position / Ranking: This indicates where a brand appears within an AI response. Brands mentioned earlier gain disproportionately more exposure. Position is influenced by prominence in LLM training data and real-time sources. Agencies should aggregate weekly averages across multiple prompts to identify actual trajectory. This KPI is most relevant for LLMs that use online sources, such as AI Overviews, AI Mode, Gemini, ChatGPT, and Perplexity.
- Brand Sentiment: This measures how AI describes a brand when it is mentioned. Sentiment is often influenced by real-time sources, which can be addressed quickly for high ROI, especially for established brands. Agencies should audit the sources AI cites for their clients and address any misrepresentations to improve accuracy and LLM sentiment.
- Conversions & Revenue from LLMs: This tracks the percentage of business influenced by LLM discovery. The most effective method is self-reported attribution during demo calls, onboarding, or sign-ups, where clients are asked how they found the brand, with AI as an option. This captures the full discovery channel influence that traditional analytics often misses.
- Traffic from AI (Directional Only): While useful, this metric is incomplete because AI search users rarely click through. Many AI recommendations have no links, leading users to Google the brand or type the URL directly. This means traffic attributed to AI will always be lower than reality. Agencies should track it as directional data, but understand its limitations.
As Aleyda Solis, Founder of Orainti, advises, “Stop using traffic as a reliable KPI. Use a blend of Branding and Performance KPIs: AI visibility, sentiment, purchases, and revenue. Track visibility at topical level for relevant questions through the customer journey for each product/service line – not individual prompts. Ask customers how they discovered you.” Ethan Smith, CEO of Graphite, adds that while AI responses are random, the randomness is predictable, and automated tools combined with manual checks are crucial for tracking.
The priority for agencies is clear: Visibility %, Position, Sentiment, Revenue/Conversion, and then Traffic from LLMs. Starting now is critical, as every week without data is a missed opportunity to demonstrate the value of AI search efforts to clients and leadership.
What SEO Agencies Actually Need from a GEO Tool
In the era of Generative Engine Optimization, agencies require tools that go beyond basic keyword tracking. The core standard features for measuring and improving AI visibility for clients include:
- Brand Visibility Index (Share of Model): Agencies need to track the percentage of AI-generated responses that mention a client’s brand for specific prompts, along with the recommendation ranking (e.g., first, third, or fifth mention). This moves beyond traditional ranking to measure actual presence.
- Prompt-Based Monitoring: Since queries are now conversational, tools must track natural language performance across complex queries. A prompt library management system helps organize and test industry-specific prompts to trigger brand appearances.
- Sentiment & Context Analysis: It is crucial to classify AI responses as Positive, Neutral, or Negative and identify specific brand attributes the AI associates with a client. This helps agencies manage brand perception and address negative associations.
- Source Attribution (Citation Tracking): Agencies must identify which websites the AI cites to build its responses. This reveals the “why” behind AI answers and helps track citation stability over time.
- Competitive Benchmarking: Tools should allow side-by-side comparison of a client’s AI footprint against rivals, including head-to-head visibility and competitive sentiment gaps.
- Data Integration & Reporting: API access and connectors (e.g., Looker Studio) are essential for exporting AI visibility data into custom dashboards and integrating with traditional marketing reports.
Beyond monitoring, a GEO tool must provide actionable insights. This includes:
- Source Gap Analysis: Identifying high-authority domains the AI cites instead of the client, providing target websites for content and outreach.
- Content Structure Recommendations: Flagging client pages with the right information but suboptimal formatting, suggesting conversions to tables or lists for better AI extraction.
- Sentiment Correction Strategy: Pinpointing specific old reviews or outdated articles feeding negative sentiment to the AI, enabling targeted remediation.
- Topic Authority Gaps: Comparing a client’s knowledge map to AI expectations, suggesting new content to fill authority holes.
- Citation Reliability Alerts: Notifying agencies when a previously strong citation source drops off, indicating a need for content updates.
- Competitive “Steal” Opportunities: Highlighting prompts where a competitor is cited despite the client having superior content, suggesting tweaks to metadata or structure to gain AI preference.
These capabilities move agencies from simply monitoring problems to actively remediating them, providing clear, data-driven deliverables for clients.
Agency Workflow Features Worth Prioritising
For SEO agencies, the utility of an AI visibility tool extends beyond core tracking to how it integrates into daily operations and client management. Several features are particularly valuable for agency workflows:
Unlimited Seats: This is a rare feature, available in only 3 of the 11 tools in this comparison: Peec AI AthenaHQ, LLMrefs. For agencies with growing teams, unlimited seats prevent per-user costs from escalating, allowing full team collaboration without budget constraints.
White-Label Reporting: A common feature among 9 of the 11 tools, white-label reporting allows agencies to deliver branded AI visibility reports directly to clients. This maintains brand consistency and professionalism in client communications.
API Access & BI Integrations: API access is common across all 11 tools, enabling data export into custom dashboards. More specifically, GA4 integration is notable, available in 7 of the 11 tools, including Peec AI, Profound, Semrush, SE Ranking, Surfer SEO, AthenaHQ, and OtterlyAI. For agencies already using enterprise reporting stacks, integrations with BI tools like Looker Studio, Tableau, or Power BI are critical for feeding AI visibility data into master corporate dashboards and correlating it with other business metrics.
MCP Server: This is a notable feature, available in 6 of the 11 tools, including Ahrefs, Peec AI, Promptwatch, Scrunch AI, Semrush, and SE Ranking. A Model Context Protocol (MCP) server transforms a reporting dashboard into an active AI collaborator. It allows users to query live data directly within AI chat interfaces or code editors, enabling real-time data analysis and AI-powered reasoning without context switching. Peec AI’s implementation, for instance, includes built-in slash commands and Streamable HTTP support, making it a more mature integration.
Model Flexibility: Agencies need the ability to declare which AI models are most important to their clients’ specific audiences. This allows them to focus budget on the 3–4 platforms representing the majority of AI search opportunity, avoiding data noise from irrelevant models. Peec AI, for example, offers plans where users choose their primary models and can add others as needed.
Dedicated Agency Plans & Pitch Projects: Features like dedicated agency pricing tracks, unlimited client seats, and free pitch projects are crucial. Peec AI stands out here, offering free 7-day pitch projects for prospect accounts, which directly reduces sales friction for agencies. This unique feature allows agencies to demonstrate value before a client commits.
Referral Programs & Co-selling Support: Some tools, like Scrunch AI, offer agency partner programs with co-selling support, pitch prep, and referral commissions. These programs can provide a valuable pipeline and additional revenue streams for agencies.
Prioritizing these features ensures that an AI visibility tool not only tracks data but also enhances an agency’s operational efficiency, client reporting, and business development efforts.
Agency Feature Comparison
| Tool | Entry Price | Key Agency Features | Platforms Tracked |
| Peec AI | starting from $95 | Dedicated agency plans, unlimited client seats, unique free 7-day pitch projects, white-label reporting, Looker Studio connector, MCP server | ChatGPT, Gemini, Google AI Mode, Google AI Overviews, Perplexity, DeepSeek, Claude, Microsoft Copilot, Grok, Meta AI |
| OtterlyAI | $29/mo (Lite) | Workspace Management, Looker Studio Connector (Standard plan+), GEO URL Audits, Gartner Cool Vendor 2025 | ChatGPT, Gemini, Google AI Overviews, Google AI Mode, Claude, Perplexity AI, Microsoft Copilot |
| AthenaHQ | $95/mo | Unlimited seats, multi-client dashboard, BI tool integrations (Tableau, Power BI, Looker), AI blindspot detection, revenue attribution | ChatGPT, Gemini, Google AI Mode, Google AI Overviews, Perplexity, Microsoft Copilot, Claude, Grok, DeepSeek, You.com |
| Scrunch AI | $500/mo (Agency Core) | Agency partner program, up to 20% referral commission, independent client environment spin-up, SOC 2 Type II compliant | ChatGPT, Gemini, Google AI Overviews, Google AI Mode, Claude, Grok, Perplexity, Microsoft Copilot, Meta AI |
| LLMrefs | $79/mo (Pro) | Unlimited seats, unlimited projects, unlimited domains (Pro), full API access, broadest engine coverage (12 platforms), free tier | ChatGPT, Gemini, Google AI Overviews, Google AI Mode, Perplexity, Microsoft Copilot, Grok, Meta AI, DeepSeek, Claude, Mistral, Bing |
5 AI Visibility Tools Evaluated for Agency Use
Peec AI
Agency Fit
Peec AI is best for SEO agencies of all sizes, from solo consultants managing a few clients to full-service agencies with 20+ accounts. Its dedicated agency plans and unique free pitch projects make it particularly suitable for agencies that regularly pitch new clients, as it eliminates upfront costs for prospect accounts. Agencies needing white-label AI visibility reporting that integrates with existing Looker Studio dashboards will find Peec AI a strong fit.
Pricing
Peec AI offers specific pricing tracks for agencies:
- Essential: €205/mo — 111 prompts per day, 3 projects, unlimited client seats, unlimited users, 25 prompts per pitch project (pitch projects do not consume project quota), daily tracking.
- Growth: €425/mo — 277 prompts per day, 10 projects, unlimited users, 5 active pitch projects, daily tracking.
- Scale: €675/mo — 722 prompts per day, 25 projects, unlimited client seats, unlimited users, 75 active pitch projects, 75 prompts per pitch project, daily or weekly tracking.
For brands, there are Starter (€85/mo), Pro (€205/mo), Advanced (€425/mo), and custom Enterprise plans. The agency plans include unlimited client seats and users, ensuring costs do not escalate with team or client growth.
Strengths for Agencies
Peec AI and Profound are the only AI visibility tools in this comparison with a dedicated agency pricing track, including unlimited client seats as a standard feature, not an add-on. Its free 7-day pitch projects are unique, allowing agencies to run full trials for prospect accounts without upfront payment, which directly reduces sales friction. The combination of white-label reporting and a Google Data Studio connector covers both automated report delivery and custom client dashboards. Agencies can also benefit from the agency partner directory, which provides a referral pipeline and co-marketing opportunities. All agency plans include daily tracking of LLM results, ensuring clients receive fresh AI visibility data every 24 hours. Peec AI tracks up to 10 AI engines: ChatGPT, Gemini, Google AI Mode, Google AI Overviews, Perplexity, DeepSeek, Claude, Microsoft Copilot, Grok, and Meta AI.
Peec AI’s Actions module, with its 1–3 priority scoring, turns AI visibility gaps into a prioritized fix list for client deliverables. This feature identifies competitor pages being cited by AI models and recommends creating or optimizing similar assets on a client’s site. It also flags third-party sites (editorial, UGC, reference) that influence AI responses, assigning a relative opportunity score to each. Agencies can filter these actions by country, model, or topic, making it easier to focus on specific client growth initiatives. The ability to mark actions as “Done” provides a clear log of how team work directly leads to visibility gains.
Furthermore, Peec AI offers both MCP (Model Context Protocol) server and REST API support. The MCP server transforms Peec AI into an active AI collaborator, allowing users to fetch live data and perform AI-powered reasoning directly within tools like Claude, Cursor, or VS Code. This means agencies can conduct content gap analysis or source audits without context switching. The REST API ensures data can flow into virtually any modern business tool, from WordPress to HubSpot, Salesforce, Looker Studio, Tableau, Power BI, Slack, or Notion. This dual approach allows agencies to automate data flow and converse with data, providing flexibility for various team roles and reporting needs. Peec AI’s model flexibility allows agencies to declare which AI models are most important to their audience and track only those, avoiding data noise and focusing budget effectively.
Client Results
Clients using Peec AI have reported significant gains. Heyflow saw their AI search visibility increase from 10% to 40%. Planeco Building doubled its citation share from 50% to over 130%. The vendor also claims a 7x increase in demo requests from AI search and a 10x boost in LLM search traffic.
OtterlyAI
Agency Fit
OtterlyAI is positioned as the most affordable agency entry point, particularly for smaller agencies that primarily report on ChatGPT and Perplexity. It is suitable for agencies already invested in Looker Studio for client reporting, though the connector requires a higher-tier plan.
Pricing
OtterlyAI’s pricing structure is:
- Lite: $29/mo – limited to 15 search prompts, 1 Workspace, basic AI tracking.
- Standard: $189/mo — 150 search prompts, Looker Studio Connector, multi-brand support.
- Premium: $489/mo — 500 search prompts, full feature access.
The Looker Studio Connector, essential for white-label client dashboards, is only available from the Standard plan upwards.
Strengths for Agencies
OtterlyAI offers Workspace Management, allowing agencies to organize multiple client brands in separate workspaces within one account. Its Looker Studio Connector, available on the Standard plan and above, facilitates white-label client dashboards. The tool also provides GEO URL Audits to track domain citations across AI search platforms for client SEO reporting. OtterlyAI tracks 7 AI engines: ChatGPT, Gemini, Google AI Overviews, Google AI Mode, Claude, Perplexity AI, and Microsoft Copilot. Its recognition as a Gartner Cool Vendor 2025 for AI in Marketing provides a useful credential for agency client pitches. The lowest base entry price at $29/mo makes it accessible for solo consultants or small agencies.
Watch Out For
The Looker Studio Connector, a key feature for agencies, is locked behind the Standard plan at
189/mo,meaningthe
189/mo,meaningthe29/mo Lite plan offers no white-label reporting. OtterlyAI does not have a dedicated agency pricing track; its pricing scales per plan tier, not per client. Gemini and Google AI Mode are paid add-ons at every tier, which can add
18–
18–298/mo for full Google AI coverage. There is no pitch project or prospect trial feature, requiring agencies to pay full price to test new client accounts.
Client Results
AthenaHQ
Agency Fit
AthenaHQ is suitable for agencies managing large teams where per-seat pricing would otherwise escalate costs, as it offers unlimited seats. It is also a good fit for agencies that deliver revenue attribution reports alongside AI visibility data, connecting AI citations directly to client ROI.
Pricing
AthenaHQ offers two self-serve plans and an Enterprise option:
- Self-Serve : $95/mo — unlimited seats, unlimited topics, 3,600 credits/mo, Role-Based Access Control (RBAC), one free month included.
- Self-Serve (Monthly): $295/mo — same features, monthly billing.
- Enterprise: Custom — SAML/OIDC SSO, API access, multi-region, dedicated support.
The annual plan provides a significant discount compared to monthly billing.
Strengths for Agencies
AthenaHQ allows agencies to manage all clients in one dashboard, offering a unified multi-client view with unlimited seats and role-based access control. This simplifies multi-client operations and team management. It provides BI tool integrations, connecting to Tableau, Power BI, and Looker, which is beneficial for agencies already using enterprise reporting stacks. The tool features AI blindspot detection, surfacing where client brands are invisible across tracked AI engines. It also offers revenue attribution, connecting AI citations to analytics data for client ROI reporting. AthenaHQ tracks 10 AI engines: ChatGPT, Gemini, Google AI Mode, Google AI Overviews, Perplexity, Microsoft Copilot, Claude, Grok, DeepSeek, and You.com.
Watch Out For
AthenaHQ does not offer a dedicated agency pricing track; its plan structure is the same for brands and agencies. API access is only available on the Enterprise plan, limiting custom reporting integrations for Self-Serve users. There is no pitch project or prospect trial feature. Additionally, AthenaHQ does not provide white-label reporting, meaning client-facing reports will carry AthenaHQ branding.
Client Results
Popl.co achieved a 1,561% ROI with an 18-day payback period using AthenaHQ. AutoRFP.ai saw a 10x ChatGPT traffic growth. Another client experienced a 189% increase in overall AI visibility (from 10% to 29%).
Scrunch AI
Agency Fit
Scrunch AI is best for agencies that want co-selling support and referral revenue from their GEO service offering. It is also well-suited for enterprise-focused agencies managing clients with strict SOC 2 security requirements.
Pricing
Scrunch AI offers agency-specific pricing:
- Agency Core: $500/mo — multi-client management, unified admin view, up to 20% referral commission, 7-day free trial.
- Agency Enterprise: Custom — Data API, deeper integrations, exclusive beta access, up to 20% referral commission.
The Agency Core plan is the highest entry price for dedicated agency plans in this comparison.
Strengths for Agencies
Scrunch AI provides an agency partner program with co-selling support, pitch prep, and dedicated training for agency teams, actively helping agencies win deals. It offers up to a 20% referral commission on client deals co-sold with Scrunch, which can offset or cover the subscription cost for high-volume agencies. Agencies can spin up client environments independently without needing support tickets to add new client workspaces. Scrunch AI is SOC 2 Type II compliant, a differentiator when pitching enterprise clients with security requirements. It tracks 9 AI engines: ChatGPT, Gemini, Google AI Overviews, Google AI Mode, Claude, Grok, Perplexity, Microsoft Copilot, and Meta AI.
Watch Out For
The Agency Core plan starts at $500/mo, making it the highest entry price in this comparison for dedicated agency plans. The Core plan is limited to 5 user licenses on the Brands tier, which may require agencies to upgrade to Enterprise for higher user volumes. Scrunch AI does not offer white-label reporting, so client-facing reports will carry Scrunch AI branding. The data refresh cadence drops to a 72-hour cycle after 14 days on new prompts, which can result in slower detection of changes compared to daily tracking.
Client Results
Tinybird saw a 370% increase in web traffic from LLMs in 3 months using Scrunch AI. Strapi achieved 31% growth in brand presence across all AI platforms.
LLMrefs
Agency Fit
LLMrefs is best for growing agencies seeking a simple, unlimited-everything plan at a competitive Pro price. It is also relevant for agencies with EU or APAC clients where Mistral, Bing, or other regional AI engines are important.
Pricing
LLMrefs offers a free tier and two paid plans:
- Free: $0/mo — 1 keyword, no credit card required.
- Pro: $79/mo — 50 keywords, 500 monitored prompts/month, unlimited seats, unlimited projects, unlimited domains, CSV export, full API access, 7-day trial.
- Enterprise: Custom — scalable keyword and prompt volumes.
The Pro plan provides extensive “unlimited” features for a fixed price.
Strengths for Agencies
LLMrefs offers unlimited seats, unlimited projects, and unlimited domains on its Pro plan at $79/mo, making it the most permissive Pro plan in this comparison. This flat pricing simplifies budgeting for growing agencies regardless of client count. The Pro plan also includes full API access, allowing integration of AI visibility data into any client reporting dashboard. LLMrefs provides the broadest engine coverage in this comparison, tracking 12 AI platforms including Mistral and Bing, which is relevant for EU and APAC client markets. The free tier, with no credit card required, allows agencies to demo the tool to skeptical clients before committing. It tracks ChatGPT, Gemini, Google AI Overviews, Google AI Mode, Perplexity, Microsoft Copilot, Grok, Meta AI, DeepSeek, Claude, Mistral, and Bing.
Watch Out For
LLMrefs does not have dedicated agency features such as white-label reporting, pitch projects, or an agency partner program. The Pro plan is capped at 50 keywords and 500 prompts/month, meaning high-volume agencies will need the custom Enterprise plan. The standard tracking refresh cadence is weekly, not daily like Peec AI, which may result in slower detection of changes. There is no Looker Studio connector.
Client Results
Revolution Beauty achieved the #1 market share in ChatGPT and a 73% share of voice in LLMs for the beauty dupe category using LLMrefs. The vendor claims it is trusted by McDonald’s, Amazon, Nike, and Lego.
How AI Visibility Reporting Is Evolving for Agencies
The evolution of AI visibility reporting for agencies is intrinsically linked to the rapid advancements in generative AI itself. As AI models become more sophisticated and integrated into various search and discovery platforms, agencies will need tools that offer deeper insights and more proactive capabilities. The trend is moving towards real-time, predictive analytics that can anticipate shifts in AI model behavior and content preferences.
Future tools will likely offer enhanced “rationale verification,” allowing agencies to understand not just what AI is saying about a brand, but why it’s saying it, by tracing the exact logical steps and evidence sources used by the LLM. This will enable more precise content optimization and sentiment correction strategies. Multi-Perspective Sampling, where AI systems filter out generic content, means agencies will need tools that can identify unique angles and information gain opportunities for their clients, ensuring content stands out in a crowded AI-generated landscape.
The demand for seamless integration will only grow, with MCP servers becoming more common to facilitate direct interaction with AI models. This will empower agencies to generate content strategies, audit sources, and even draft optimized content directly within their AI-powered workflows. As AI Overviews become the default search experience, the ability to track and influence “Zero-Click” summaries will be paramount, making tools that offer granular control over content chunking and information hierarchy indispensable. Agencies that embrace these evolving reporting standards will be best positioned to deliver measurable value and maintain client relevance in the AI-first search era.
Choosing the Right Tool for Your Agency Size
Selecting the right AI visibility monitoring tool depends heavily on your agency’s size, client volume, and specific service offerings.
- For Solo Consultants & Small Agencies (2-5 clients):
- OtterlyAI offers the lowest entry price at
- 29/mo(Liteplan),makingitaccessibleforbasicAItracking.However,beawarethatwhite−labelreportingviatheLookerStudioConnectorrequiresthe
- 29/mo(Liteplan),makingitaccessibleforbasicAItracking.However,beawarethatwhite−labelreportingviatheLookerStudioConnectorrequiresthe189/mo Standard plan.
- LLMrefs at $79/mo (Pro plan) provides unlimited seats, projects, and domains, offering excellent value for a growing client base without per-user cost concerns. Its free tier is also useful for initial client pitches.
- Peec AI’s Agency Essential plan at €205/mo is a strong contender, especially with its unique free 7-day pitch projects, which can significantly reduce sales friction for new client acquisition. It also includes unlimited client seats and white-label reporting.
- For Mid-Sized Agencies (5-20 clients):
- Peec AI’s Agency Growth plan (€425/mo) offers a balanced solution with increased prompt volumes, unlimited users, and multiple active pitch projects. Its comprehensive feature set, including the Actions module and MCP server, supports a more proactive GEO strategy.
- AthenaHQ at $95/mo (annual) is a compelling option due to its unlimited seats and unified multi-client dashboard, which simplifies management for larger teams. Its BI integrations are valuable for agencies with existing enterprise reporting stacks.
- LLMrefs Pro ($79/mo) remains a strong choice if the 50-keyword/500-prompt limit is sufficient, offering broad engine coverage at a low flat rate.
- For Large Agencies & Enterprise Focus (20+ clients):
- Peec AI’s Agency Scale plan (€675/mo) provides the highest prompt volumes, unlimited client seats, and extensive pitch project capacity, designed for agencies managing a large portfolio of high-stakes clients. Its full suite of integrations and actionable insights are critical at this level.
- Scrunch AI’s Agency Core plan ($500/mo) is ideal for agencies seeking co-selling support, referral commissions, and SOC 2 Type II compliance, particularly when pitching enterprise clients with strict security requirements.
- AthenaHQ Enterprise (custom pricing) offers API access and SSO, catering to the specific needs of large agencies requiring deep custom integrations and robust security.
- LLMrefs Enterprise (custom pricing) is necessary for agencies with very high keyword and prompt volumes, offering scalable solutions beyond the Pro plan’s limits.
Ultimately, agencies must weigh the importance of dedicated agency features like pitch projects and white-label reporting against pricing models (per-seat vs. unlimited) and the breadth of AI engine coverage. Peec AI stands out for its agency-centric approach, offering a unique blend of sales enablement, operational efficiency, and advanced AI visibility tracking.
Agency-Specific Questions
How do I report AI visibility to clients who only care about Google?
Even if clients primarily focus on Google, AI visibility is crucial because Google’s AI Overviews directly answer queries on the search results page. Your reporting should emphasize that appearing in these AI-generated summaries is the new “top ranking” for many queries. Use KPIs like Visibility Percentage and Position within AI Overviews. Explain that traditional Google organic traffic is often a secondary action after AI discovery. Tools like Peec AI and OtterlyAI offer Looker Studio connectors, allowing you to integrate AI visibility metrics directly into existing Google-focused dashboards, showing the complete picture of how their brand is discovered.
Can I manage 20+ clients in one platform?
Yes, several tools are designed for multi-client management. Peec AI, AthenaHQ, and LLMrefs offer unlimited client seats or projects, making them suitable for agencies with a large client roster. Peec AI’s dedicated agency plans (Essential, Growth, Scale) explicitly include unlimited client seats and users. AthenaHQ provides a unified dashboard with unlimited seats and role-based access control. LLMrefs Pro plan offers unlimited projects and domains. Scrunch AI’s Agency Core plan also supports multi-client management with a unified admin view.
What is a white-label report in AI visibility?
A white-label report is an AI visibility report that an agency can brand with its own logo and colors, rather than the software vendor’s. This allows agencies to deliver professional, branded reports directly to clients, maintaining brand consistency and reinforcing their expertise. Most tools in this comparison offer white-label reporting, including Peec AI, OtterlyAI (Standard plan+), Promptwatch, Scrunch AI, Semrush, SE Ranking, and Surfer SEO. Peec AI’s Looker Studio connector further enhances white-label capabilities by allowing agencies to build custom dashboards.
How do agencies charge clients for GEO monitoring?
Agencies typically charge clients for GEO monitoring in several ways:
- As an add-on service: A separate monthly fee for AI visibility reporting and optimization, distinct from traditional SEO.
- Integrated into existing SEO retainers: The cost is absorbed into a broader SEO package, reflecting the evolution of SEO to include GEO.
- Performance-based: Charging a percentage of revenue or conversions directly attributed to AI-influenced discovery (requires robust attribution tracking).
- Project-based: For specific GEO audits, content optimization projects, or sentiment correction campaigns.[Text Wrapping Break]Many agencies leverage tools like Peec AI’s free pitch projects to demonstrate value upfront, then transition clients to a paid GEO monitoring retainer once results are shown.


































