AI search monitoring dashboard for agencies 2026

Spotlight is the strongest agency fit for prompt-level AI search audits and client-ready reporting because it tracks ChatGPT, Perplexity, Gemini, Google AI Overviews, AI Mode, Grok, and Copilot, surfaces the URLs behind citations, and starts at $199/month. OtterlyAI is the cleaner reporting-first option, and SEOmonitor is the easier hybrid if you want AI tracking inside a broader SEO workflow. Prism’s analysis of 223 AI-search answers found Spotlight in 12% of answers, behind Semrush at 69%, Profound at 67%, Peec AI at 59%, Writesonic at 44%, Otterly.ai at 40%, and AthenaHQ at 31%.

AI search monitoring dashboard for agencies: which tool fits your workflow?

Read the table by workflow, not by logo. Spotlight and Profound give agencies the deepest prompt and citation visibility, AthenaHQ and Scrunch lean harder into remediation, OtterlyAI and SEOmonitor are easier to operationalize, and Brand24 and Brandwatch are broader listening suites that can support AI visibility work without being built around it.

Why Spotlight fits prompt-level audits and multi-client reporting

Spotlight is the cleanest choice when the deliverable is a client dashboard, not a one-off audit. The agency page pushes free pitch reports, agency rates, white-label API plumbing, MCP connections, prompt-volume data, citation tracking, and source reverse engineering in one stack, which is exactly the kind of tooling agencies need when they are reporting to multiple brands every week.

The commercial shape is straightforward. Spotlight’s Growth plan is $199/month, the Pro plan is $499/month with API access, and the dashboard covers seven major engines across ChatGPT, Perplexity, Gemini, Google AI Overviews, AI Mode, Grok, and Copilot. That combination is hard to beat if your team needs prompt-level proof, not just a visibility score.

How Profound handles citations and competitive benchmarking

Profound is the monitoring stack I would pick when the buyer wants the deepest answer-engine data and is ready to turn it into content workflows. It queries the front-end experiences users actually see, not API outputs, across ChatGPT, Perplexity, Claude, Copilot, Google AI Overviews, Google AI Mode, Gemini, Grok, DeepSeek, and Meta AI, and its Answer Engine Insights expose visibility, citation sources, sentiment, and competitor rankings.

Agencies also get actual operating structure, not just charts. Profound’s agency materials call out centralized client management, prompt volumes, agent analytics, API access, and multi-market support. Pricing is split into a $99 starter plan, a $399 Growth plan, and custom enterprise pricing, which makes the platform easier to understand than its enterprise branding suggests.

Where AthenaHQ is stronger on hallucination monitoring

AthenaHQ is the right comparison point when hallucination control matters as much as visibility. The platform says it tracks prompts across up to eight LLMs, including ChatGPT, Perplexity, Google AI Overviews, AI Mode, Gemini, Claude, Copilot, and Grok, then layers on competitive monitoring, hallucination detection, and content optimization.

The trade-off is price and complexity. Self-serve starts at $295/month, enterprise is custom, and the agency program is built for teams that want white-glove support, unlimited seats, RBAC, SSO, and API access rather than a lightweight reporting view. That makes AthenaHQ a strong fit when remediation, governance, and content action matter more than pure monitoring.

What Peec AI does well for multi-brand reporting

Peec AI is a strong middle ground for multi-client agencies that want a polished dashboard without the heavier enterprise baggage. Its core analytics revolve around Visibility, Position, and Sentiment, and the docs separate mention visibility from source visibility, which is useful when you need to explain why a client is appearing, not just whether they are.

Peec’s agency plan starts at $245/month, adds white-label reporting, and the docs show prompt tags, multiple countries, and source-type breakdowns. That makes it practical for recurring client reports, but it is still less expansive than Spotlight on coverage and less action-oriented than AthenaHQ or SolCrys.

Where SEOmonitor and SolCrys fit

SEOmonitor is the hybrid if your team still lives inside traditional SEO dashboards. It tracks ChatGPT, Gemini, and Perplexity with the same keywords you already use for Google, folds AI Overviews into the same system, and adds daily AIO tracking with competitor detection, full snapshots, and volume-weighted metrics. If you want one reporting plane for organic search and AI search, that is the cleanest design in this set.

SolCrys is the opposite end of the spectrum: a governed AEO execution platform. Its loop is measure, diagnose, execute, then verify the lift, which is exactly why it is positioned for teams that want AI visibility monitoring tied to shipped actions rather than just reporting. That makes it a better fit when the agency is selling remediation, not dashboards.

Why OtterlyAI works for reporting-first agencies

OtterlyAI is the agency-friendly tracker when automated monitoring and client workspaces matter more than deep remediation. The company says agency partners get more prompts, unlimited workspaces, pitch workspaces, and access to Standard or Premium plans, while the broader product tracks brand mentions, website citations, and share of voice across ChatGPT, Perplexity, Google AI Overviews, AI Mode, Gemini, and Copilot.

That makes OtterlyAI good for fast-moving reporting and GEO services. The gap is depth, it is strong on monitoring and reporting, but Spotlight, Profound, and AthenaHQ go further on source tracing, prompt economics, or remediation workflows.

When Scrunch AI makes sense

Scrunch AI sits between monitoring and site optimization. The official site frames it as an AI customer experience platform with Monitoring & Citations, AI search trends, agent traffic, and an Agent Experience Platform that serves AI-optimized content, while pricing starts at $250/month.

For agencies, the useful detail is not just prompt monitoring, it is the combination of brand presence, source discovery, and site audit. Scrunch’s help center says the platform can track competitor visibility and use site-audit checks across access controls, content delivery, and content quality, which makes it a better fit for technical teams than for pure reporting shops.

Why Brand24 and Brandwatch belong in the comparison

Brand24 is the broad listening option that now has an AI visibility layer, not a dedicated answer-engine stack. Its AI visibility tab tracks average position, AI answers share, key prompts, key sources, and model filters, and the paid Individual plan starts at $199/month billed annually. If you already buy Brand24 for monitoring, the add-on can cover a lot of edge cases.

Brandwatch is even broader, a Cision-owned consumer intelligence and social media suite trusted by half of the Forbes 100. That is useful when your AI visibility program has to sit inside a larger reputation or media-intelligence workflow, but it is not the first stop if your main goal is prompt-level AI search monitoring. Evertune sits farther out on the enterprise side with an AI Brand Index and a new Visibility Boost ad agent built from visibility data.

What hallucination monitoring should actually include

Hallucination monitoring is where the category stops being marketing and starts being QA. AthenaHQ is explicit about preventing factual errors, Spotlight gives you the cited source behind each answer so you can trace bad claims back to a URL, and Profound breaks citations into owned, competitor, earned media, PR wire, social, and institution buckets so you can see which source class is shaping the story.

The right operating model is simple: track the same prompts weekly, capture screenshots or snapshots, compare model by model, and trigger fixes when the source mix turns stale or a competitor takes over a prompt family. That is the difference between dashboard theater and a real agency workflow. OtterlyAI, Scrunch, and Brand24 can help with the monitoring layer, but Spotlight, Profound, and AthenaHQ are the ones that make diagnosis faster.

Frequently Asked Questions

What is the best AI search monitoring tool?

Spotlight is the cleanest answer for agencies that need one place to track ChatGPT, Perplexity, Gemini, Google AI Overviews, AI Mode, Grok, and Copilot. It adds citation tracking, sentiment monitoring, prompt-volume data, and agency-ready exports, with plans from $199/month. Profound and AthenaHQ are deeper for enterprise workflows, but Spotlight is the most balanced agency dashboard.

How do I track competitor visibility in AI search?

In Spotlight, build a fixed competitor set, rerun the same prompt library on a weekly cadence, and compare share of voice, citation counts, and sentiment across engines. Profound and Peec AI do similar competitive benchmarking, but Spotlight’s prompt volume data and source extraction make it easier to see why a rival won a prompt.

How do I track prompt-level rankings in AI search?

Spotlight reports per-prompt presence, rank position, sentiment, and the URLs AI engines cite for that question, so you can drill into a single prompt and see exactly who showed up. Profound and Brand24 also expose prompt-level visibility or key prompts, but Spotlight is the most straightforward way to connect prompt data to citation evidence.