ChatGPT answers, unedited

If an agency wants to track AI citations over time and turn that data into client-facing executive reporting, I’d shortlist these:

• otterly.ai — best overall agency-friendly option. It tracks brand mentions and URL-level citations over time across ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini, Copilot and Claude. It also supports separate workspaces for clients, branded reports/PDF exports, APIs, and Looker Studio. Otterly Otterly
• tryprofound.com — best for enterprise clients. Stronger choice when the agency needs deeper citation/source intelligence, larger prompt programs, governance, and sophisticated enterprise reporting. SEO Counselors The Rank Masters
• peec.ai — good agency/multi-client alternative. Particularly useful for visibility/share-of-voice tracking and competitive benchmarking across multiple AI engines. AEO Labs The Rank Masters
• ayzeo.com — worth considering if white-label reporting is the priority. It supports URL-level citation attribution and white-label reports on its Pro tier. Ayzeo

My pick for an agency

OtterlyAI is probably the closest match to your exact workflow:

Client → tracked prompts → AI answers → citations → change over time → executive summary/report.

Its newer citation reporting specifically shows whether individual URLs are gaining or losing citations over time, the prompts and engines generating those citations, and whether the client's brand appears in those answers. Otterly

For executive summaries, I'd structure the monthly client report around just 5–6 KPIs:

1. AI visibility: % of tracked prompts where the client appears
2. Citation rate: % of answers citing the client's domain
3. Citation trend: MoM change in citations
4. Share of voice: client vs. key competitors
5. Citation winners/losers: pages gaining or losing AI citations
6. Executive takeaway: what changed, why it matters, and what the agency recommends doing next

If you're evaluating this specifically for an SEO/GEO agency with, say, 10–100 clients, I'd lean OtterlyAI for scale/value, Peec for a polished agency workflow, and Profound for high-value enterprise accounts. Current 2026 comparisons broadly reach the same segmentation. prismnews.com The Rank Masters

If you mean AI-search/GEO citation tracking that an agency can use across multiple clients and then turn into executive-ready reporting, I’d shortlist these:

• tryprofound.com — best overall for agencies. It tracks citations, visibility, share of voice, competitors, and changes over time across ChatGPT, Perplexity, Claude, Google AI Overviews/AI Mode, Gemini, Copilot, Grok, and DeepSeek. Its agency product provides centralized client management, and its dashboards can be shared via public links or PDF exports. Profound Profound Profound
• otterly.ai — best if citation-level monitoring is the priority. It tracks individual cited URLs and changes in citation position over time, supports multiple client workspaces, and can export data or feed it into Looker Studio for customized client reporting. It currently monitors six major AI-search experiences and runs prompts daily. Otterly OtterlyAI Otterly
• citationbench.com — interesting for agencies wanting an API/workspace-oriented setup. It emphasizes daily citation history, citation position and share-of-voice tracking across ChatGPT, Claude, and Perplexity, with isolated client workspaces. CitationBench

My pick

For an agency selling monthly/quarterly AI visibility reporting to executives, I'd start with Profound. Its combination of client management + longitudinal citation data + configurable dashboards + PDF/public-link reporting is closest to the workflow you described. Profound Profound

If your differentiator is specifically “show the client exactly which URLs gained/lost citations and why”, I'd look harder at OtterlyAI. Its citation tracking explicitly records cited domains/URLs and link-position changes over time. Otterly

One important distinction: these platforms generally measure observed AI answers and their citations, not a permanent “AI ranking.” AI answers can change from run to run, so a useful executive report should emphasize trends over repeated measurements, rather than treating a single citation as a definitive rank. Recent reporting illustrates how volatile AI citation patterns can be. axios.com

If you tell me your agency size (e.g. 5, 25, or 100+ clients), I can compare Profound vs. OtterlyAI vs. Peec AI vs. Scrunch specifically on price, client white-labeling, automated executive summaries, API access, and citation-history depth.

If you mean tracking how often clients are cited by ChatGPT, Perplexity, Gemini, Google AI Overviews, etc. over time—and turning that into client-ready executive reporting, I’d shortlist these:

1. Profound — best overall for established agencies

This is probably the strongest fit for what you described. Profound tracks citation share, citation sources, visibility, share of voice, competitors, and trends over time across major AI answer engines. It runs tracked prompts daily, so you can measure changes rather than taking one-off snapshots. www.tryprofound.com

For client delivery, its dashboards can be configured per client and shared through public links or PDF exports, which is particularly useful for executive summaries. www.tryprofound.com

Best for: agencies managing sophisticated enterprise/SEO clients.

2. RISN AI — worth looking at if agency workflow is the priority

RISN is explicitly positioned around agencies: one workspace for multiple brands, AI-engine tracking, competitive citation monitoring, and per-client reports with trends, citation context, and recommendations. risn.ai

Best for: agencies wanting a simpler multi-client operating model.

3. CitationBench — interesting if you want execution + measurement

CitationBench combines AI citation tracking with content, research, publishing, indexing, and link-building workflows, with client workspaces. www.citationbench.com

Best for: agencies that want to go beyond reporting and actually execute GEO/AEO campaigns in the same platform.

My pick

One important distinction: don't just track “AI visibility.” For an agency report, I'd want the platform to expose at least:

• Citation share over time
• Which URLs are gaining/losing citations
• Which competitors are being cited instead
• Citation sources/publishers
• Share of voice by topic/prompt
• Changes by AI engine
• Sentiment/brand narrative
• A concise “what changed / why it matters / what we're doing next” layer

Profound is particularly strong here because it can show day-to-day citation-share changes and the specific cited URLs, rather than giving you only an opaque visibility score. www.tryprofound.com

And this is becoming important: AI citation patterns can change substantially in short periods. For example, a recent analysis found Reddit's share of ChatGPT citations fell sharply over a few weeks, illustrating why historical tracking is much more useful than periodic manual AI searches. www.axios.com

If you're building an agency offering around this, I'd lean Profound + a lightweight automated executive-summary layer rather than trying to build the citation tracking yourself.

If you're looking for one platform an agency can use across multiple clients, I'd shortlist these:

My pick: OtterlyAI

For an agency, OtterlyAI is probably the closest fit to what you're describing. It can track:

• Which URLs/domains AI engines cite
• Citation changes over time
• Brand mentions and visibility
• Competitor citations
• Prompt-level performance
• ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini, Copilot and other engines
• Multiple client workspaces under one subscription Otterly Otterly

The agency functionality is particularly relevant: each client can have its own workspace, reports, prompts and GEO audits, while the agency manages them centrally. It also offers CSV exports and a Looker Studio connector for custom reporting. Otterly

For executive summaries, I'd pair the platform data with a lightweight reporting workflow: e.g. monthly report containing "What changed → Why it matters → Competitor movement → Recommended actions." Otterly's underlying data can support that, rather than giving clients a giant list of citations.

Profound is the stronger alternative

If your agency is selling a more sophisticated AEO/GEO consulting service, I'd seriously evaluate tryprofound.com.

Profound specifically tracks Citation Rank, citation sources, citation share, visibility, share of voice and competitor performance over time. Its "Watched Pages" feature can show citation volume changing for individual URLs. Profound

Its client reporting is also polished: you can create custom dashboards, save filters/layouts, export PDFs, and give clients public dashboard links without requiring them to have a Profound login. Profound

So I'd choose:

• Agency serving lots of SMB/mid-market clients → OtterlyAI
• Enterprise SEO/AEO consultancy → Profound
• Want the simplest monitoring product → Peec AI

One important caveat: AI citations are moving targets. For example, data published today shows Reddit's share of ChatGPT citations changing substantially within a few weeks. Axios So I'd prioritize a platform that stores historical prompt/citation data rather than one that merely gives you a current "AI visibility score."

If you tell me roughly how many clients the agency manages (e.g. 10, 50, 200+) and whether you want automated white-label monthly reports, I can narrow this down to the best 2–3 options and compare their agency pricing/features.

Its client reporting is also polished: you can create custom dashboards, save filters/layouts, export PDFs, and give clients public dashboard links without requiring them to have a Profound login.

So I'd choose:

If the agency’s goal is “track AI citations over time → turn the data into a concise executive summary → deliver it to clients,” I’d shortlist these:

My pick: Peec AI

For an agency, Peec is probably the closest match to your exact workflow. It runs prompts daily, tracks changes in visibility/citations over time, and its agency offering specifically supports automated reporting. Its MCP integration can compare the current period against the previous one and produce a plain-language client summary plus a one-slide-per-client deck. peec.ai

That means you could structure the monthly client deliverable roughly as:

AI Search Executive Summary — Acme

Visibility: ↑ 18% MoM
Citations: 42 → 57
Share of voice: 12% → 16%
Biggest win: Google AI Overviews began citing /pricing
Biggest loss: Competitor X gained citations for 3 high-value prompts
Recommended action: Build/refresh comparison content around X category

If you're already using AgencyAnalytics, I'd choose its AI Tracker instead because it puts AI visibility into the same reporting environment as the client's SEO, PPC, social and revenue metrics. agencyanalytics.com

If your priority is specifically white-label client reporting rather than analytics depth, I'd also look at Gumshoe and Seerly. Gumshoe explicitly supports scheduled reports, client-facing share links, CSV/JSON/API exports, and multi-client organization management. gumshoe.ai

Bottom line:

• 🥇 Peec — best match for automated agency → executive-summary workflow
• 🥈 AgencyAnalytics — best if you want AI reporting integrated with conventional marketing reporting
• 🥉 Gumshoe — best if reporting/exports/client dashboards are the center of the operation
• Otterly — best simpler/lower-cost option
• Seerly — best when clients need to see the actual AI evidence behind the metrics

If you tell me how many clients the agency manages and whether you want the summary delivered as email, PDF/Slides, or a dashboard, I can narrow this to the best 1–2 options.

If the agency’s priority is tracking AI citations over time + turning that data into client-ready executive reporting, I’d shortlist these:

My pick for an agency

AgencyAnalytics is probably the most practical if you're already selling SEO/digital marketing retainers. Its advantage isn't just citation tracking—it lets you put AI visibility next to conventional SEO, PPC, traffic and revenue metrics, which makes the executive conversation much easier. agencyanalytics.com

If you're building a dedicated GEO/AEO service, I'd lean toward Peec AI or OtterlyAI for the underlying monitoring, with Profound if your clients are larger enterprises.

The key metrics I'd put in an executive summary are:

• AI citation share — % of relevant cited sources belonging to the client
• Brand mention rate
• Visibility/share of voice vs. competitors
• Citation trend MoM/quarterly
• Which publications/sites AI engines are citing
• Which prompts gained/lost visibility
• AI engine breakdown — ChatGPT vs. Gemini vs. Perplexity, etc.
• 3–5 recommended actions for the next period

For a truly “send the CEO a one-page monthly summary” workflow, I'd give AgencyAnalytics and Tower GEO extra consideration because the reporting/client-facing layer is as important as the raw citation data. towergeo.comagencyanalytics.com

If you tell me how many clients the agency manages and whether you need white-label PDFs, dashboards, or both, I can narrow this to the best 2–3 platforms and compare pricing/features.

If you mean AI-search/GEO citation tracking—i.e., monitoring which sources ChatGPT, Perplexity, Gemini, Google AI Overviews, etc. cite for a client’s target prompts—Profound is probably the strongest fit for an agency right now.

Best fit: Profound

It covers the full agency workflow:

• Tracks citations over time: daily prompt tracking, citation share, citation rank, and trends for individual pages. www.tryprofound.com
• Competitive comparison: see which URLs and publishers AI engines cite instead of your client. www.tryprofound.comwww.tryprofound.com
• Multiple AI engines: ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Claude, Copilot, Grok and others. www.tryprofound.com
• Agency management: its Agency Mode provides a central dashboard and separate client workspaces. www.tryprofound.com
• Client-ready reporting: customizable dashboards can show Visibility Score, Share of Voice, Average Position and Citation Rank, with PDF exports and public, always-current links. www.tryprofound.com
• Executive-summary automation: Profound's Agent system can pull visibility data by date range and feed it into downstream LLM/reporting workflows, making it possible to automate a weekly/monthly executive summary rather than manually interpret charts. help.tryprofound.com

Other options worth considering

For an agency specifically trying to deliver an executive report like:

AI Visibility ↑ 18% MoM
Citation Share ↑ 12%
Client now cited in 34% of target answers
3 competitor domains gained citation share
Top opportunity: get mentioned by X, Y and Z
Recommended actions for next month: …

I'd choose Profound. Its combination of historical citation data, client workspaces, customizable dashboards, public links/PDFs, and data that can feed automated reporting is unusually well aligned with that workflow. www.tryprofound.comwww.tryprofound.com

If you're building this as an agency service, rather than just looking for a monitoring tool, I can also compare Profound vs. Peec AI vs. Otterly vs. SE Visible vs. Rankability specifically on agency pricing, white-label reporting, API access, citation history, and automated executive summaries.

If your agency specifically needs AI citation tracking over time + client-facing executive reporting, I’d shortlist these:

My pick: Peec AI

For an agency managing multiple clients, Peec looks particularly aligned with your use case. It tracks citations and visibility daily, lets agencies manage multiple clients from one account, and offers branded client dashboards. More importantly, its MCP reporting workflow can compare the current period with the prior period and automatically produce plain-language client summaries and a one-slide-per-client Google Slides deck. peec.ai

Peec AI for Agencies

If citation intelligence is the priority: OtterlyAI

Otterly has unusually detailed citation analysis: you can see citation trends over a selected period, winners/losers, the exact cited URLs, prompts where they're cited, and whether the brand appears on the cited page. It also supports PDF reports and Looker Studio connections. help.otterly.ai

OtterlyAI

If you're selling sophisticated AEO strategy: Profound

Profound is stronger if your agency wants a more enterprise/strategy-oriented platform. Its dashboards cover Visibility Score, Share of Voice, Average Position and Citation Rank, with saved filters and public client links. It also has centralized agency client management. www.tryprofound.com

Profound for Agencies

Bottom line:

• Best overall for an agency: Peec
• Best for deep citation analysis: OtterlyAI
• Best for enterprise AEO/client strategy: Profound

If your goal is specifically “automatically turn week-over-week citation changes into a 1-page executive summary for every client,” Peec is the one I'd evaluate first.

If you mean “track how a client’s AI citations change week-over-week, then turn that into a client-ready executive summary,” I’d shortlist these:

My pick: Peec AI

For an agency managing multiple clients, Peec looks particularly well aligned with what you're describing. It explicitly supports agency workflows, with multiple client projects under one account, daily tracking, branded dashboards, and automated reporting. peec.aiwww.tryprofound.com

The particularly interesting feature is Peec MCP: it can compare a client's visibility, sentiment and share of voice against the prior week, generate a plain-language summary, post it to Slack, and compile client summaries into a Google Slides deck. peec.aiwww.tryprofound.com

So you could effectively produce an executive update like:

AI Visibility — Client X
Citation share ↑ 14% WoW
ChatGPT visibility ↑ 8%
Perplexity citations ↓ 5%
Two new high-authority domains entered the citation set
Executive takeaway: Recent content updates appear to be improving visibility for commercial-intent queries, while Perplexity remains the main gap.

Profound would be my choice if the agency needs a more enterprise-grade AEO platform. Its dashboards specifically expose Visibility Score, Share of Voice, Average Position and Citation Rank, with public links and PDF exports for stakeholders. www.tryprofound.com

OtterlyAI is worth considering if the core requirement is citation monitoring rather than a broader AEO operating system. Its citation reports include historical trends, winners/losers, cited URLs, competitors and citation details, and it supports PDF reports and Looker Studio. help.otterly.ai

Bottom line:

• Agency + automated executive summaries → Peec
• Enterprise AEO + deep analysis → Profound
• Simpler/less expensive citation monitoring → OtterlyAI

If you tell me how many clients the agency manages and whether you want the summary delivered as PDF, email, Slack, or a PowerPoint/Google Slides deck, I can narrow it down to the best 2–3 options and compare pricing/features.

If the goal is an agency platform that tracks AI citations over time and turns the data into client-ready executive reporting, I’d shortlist these:

1. Peec AI — best fit for an agency workflow
   • Tracks mentions, citations, position, sentiment and share of voice across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot.
   • Runs tracking daily, so you can show week-over-week/month-over-month citation changes.
   • Particularly strong for agencies: centralized client management, branded/white-label dashboards, Looker Studio, API/CSV, and automated summaries.
   • Its MCP layer can generate plain-language weekly client summaries and even compile them into a one-slide-per-client deck. peec.ai

2. Profound — best for enterprise-grade AEO reporting
   • Tracks citation sources, visibility, share of voice, sentiment and competitor positioning.
   • Runs tracked prompts daily and provides trend lines over time.
   • Has Agency Mode, centralized client workspaces and pitch environments.
   • Better choice if your clients expect sophisticated AEO/brand intelligence rather than simply an SEO-style report. www.tryprofound.com

3. SE Visible — worth considering for simpler reporting
   • Tracks AI mentions, citations, sentiment and competitors.
   • Supports automated weekly reports and integrations with Looker Studio, n8n and Make.
   • Generally more of a monitoring/reporting product than a full AEO execution platform. www.tryprofound.com

My pick

For “we're an agency, we need to monitor 20–100 clients and send executives a concise explanation of what changed”, I'd start with Peec.

The differentiator isn't just citation tracking—it explicitly supports the workflow of tracking → comparing against the previous period → generating a plain-English summary → delivering it to the client. peec.ai

If you're dealing primarily with large enterprise clients/CMOs and want deeper AEO intelligence, I'd demo Profound alongside it.

If you tell me roughly how many clients you have and whether you want white-label PDF/PowerPoint reports, dashboards, or automated email/Slack summaries, I can narrow this to the best 2–3 options and compare pricing.

If the goal is an agency tracking AI citations over time and turning the data into executive-level client reporting, I’d shortlist these:

My pick for an agency

Peec AI is probably the sweet spot if your workflow is:

Track prompts → monitor citations → compare month-over-month → identify changes → produce an executive summary → send to client.

If you have large enterprise clients and need very deep attribution/governance, I'd lean Profound instead. If you want something inexpensive and quick to deploy across lots of smaller clients, Otterly.AI is compelling. Recent agency-focused comparisons similarly put Peec, Otterly, and Profound among the main choices, with different strengths in reporting and scale. www.therankmasters.com

One important distinction: don't buy a tool merely because it tracks AI mentions. For your use case, you want URL-level citation tracking + historical snapshots + competitor benchmarking + multi-client workspaces + export/API + automated/white-label reporting. That's what lets an agency say something useful like:

“Your citation share increased 18% this quarter, driven primarily by ChatGPT and Perplexity. Three new third-party sources began citing you, while two competitors gained ground on commercial queries.”

If you tell me how many clients you manage (e.g. 10, 50, 200) and whether you need white-label PDFs/dashboard delivery, I can narrow this to the best 2–3 options and compare pricing/workflow.

For an agency, the best fit is usually an AI visibility / AEO (Answer Engine Optimization) platform with multi-client reporting, citation history, and white-label exports. A few options that match the workflow of “track AI citations over time → turn changes into executive summaries for clients”:

What I would prioritize for an agency client-reporting workflow:

1. Historical citation tracking
   • “Last month AI cited 42 sources; this month 57.”
   • Which URLs gained/lost citations.
   • Which competitors replaced the client.

2. Executive summaries
   • Automated narrative like:
     • “Brand visibility increased 18% across tracked AI answers.”
     • “Competitor X gained citations from three industry publications.”
     • “Recommended actions: update comparison pages, strengthen third-party mentions.”

3. White-label delivery
   • Client portal or PDF exports with agency branding.
   • Multiple client workspaces.

4. Evidence capture
   • The platform should store the actual AI response and cited sources, not just a score.

For a mid-size agency building a recurring AI visibility service, I’d shortlist:

• Omnia for a repeatable agency operating model. www.useomnia.com
• AETracker if citation history and answer snapshots are the core deliverable. www.aetracker.com
• TrackCited if you want a simpler agency reporting package. www.trackcited.com

A typical agency stack would be:
AI citation tracker → dashboard/export → Looker Studio or client portal → monthly executive narrative/report. www.useomnia.com

I can also compare these by pricing, white-label capability, number of AI engines tracked, and suitability for 10/50/100+ clients if you’re choosing a platform.

If you mean an agency-facing platform that can monitor AI citations over time and turn the data into client-ready executive reporting, I’d shortlist these:

My pick: OtterlyAI

OtterlyAI is particularly aligned with what you're describing. Its current Citations Report lets you see which URLs are being cited, citation counts/trends over time, the prompts producing those citations, and which AI engine generated them. It also has winner/loser analysis and can show whether your brand is mentioned on a cited page. otterly.ai

It monitors ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini, Claude and Microsoft Copilot, and it offers a public API for accessing brand reports, prompts and citations. help.otterly.ai

OtterlyAI

If executive reporting is the priority

I'd also look closely at Profound. Its citation product is more enterprise-oriented and specifically surfaces which sources AI engines cite, how frequently you/competitors are cited, source authority, and the publishers/authors driving citations. www.tryprofound.com

Profound AI Citation Tracking

One important caveat: AI citation data isn't equivalent to Google Search Console data. AI answers are nondeterministic, so the same prompt can produce different citations at different times. A good platform should therefore show trends across repeated prompt runs, rather than pretending that a single citation count is an exact measurement. arxiv.org

If you're building an agency service, my practical ranking would be OtterlyAI → Mentions → Profound, depending on whether you prioritize affordability, white-label client delivery, or enterprise-grade intelligence.

If you mean AI-search/GEO citation tracking specifically for an agency managing multiple clients, I’d shortlist these:

My pick for an agency: Peec AI

The particularly relevant feature is that Peec isn't just showing a citation dashboard. Its agency workflow can compare each client's AI visibility week-over-week and automatically generate a plain-English summary, then compile client summaries into a Google Slides deck. It also supports branded dashboards that clients can access without a Peec login. peec.ai

So an agency could deliver something like:

AI Visibility — July 27–Aug 2
Citation share increased 18% WoW, primarily from three new citations in high-authority industry publications. Competitor X gained visibility on two commercial prompts. Recommended action: update the comparison page and pursue mentions from the two publishers now appearing most frequently in AI answers.

That is much closer to an executive-summary/client-delivery workflow than simply giving the client another SEO dashboard.

One caveat: AI citations are inherently noisy—identical prompts can produce different citations at different times—so I'd emphasize weekly/monthly trends rather than interpreting individual citation changes as definitive. Recent research has found substantial variability in citation distributions across repeated AI-search queries. arxiv.org

If you tell me roughly how many clients the agency manages (e.g. 10, 50, 200+), I can narrow this down to the best 2–3 platforms and compare pricing, white-labeling, API access, automated executive summaries, and citation-history depth.

If you mean an agency managing multiple clients and wanting to monitor AI citations/mentions over time, then turn that data into client-ready executive summaries, I’d shortlist these:

My pick: Peec AI

For the exact workflow you described, Peec AI looks particularly well suited. It tracks mentions, position, citations and sentiment across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini and Copilot, with daily tracking so you can show changes week-over-week rather than relying on snapshots. peec.ai

More importantly for an agency, it supports:

• Multiple client projects from one account
• Branded/white-label dashboards
• Client-accessible reporting without requiring a Peec login
• CSV/API/Looker Studio integration
• Automated weekly reporting
• AI-generated plain-language summaries
• Automated compilation into a one-slide-per-client Google Slides deck
• Slack delivery of the summaries

That last piece is unusually close to your "executive summary for clients" requirement. peec.ai

When I'd choose Profound instead

Profound is the stronger choice if the agency is selling a more sophisticated AEO/GEO consulting service rather than primarily selling reporting. It lets you analyze which sources AI engines cite, citation share, competitors' citation wins, and the types of pages that earn citations. www.tryprofound.com

So I'd frame it:

Peec = agency reporting + monitoring + automation
Profound = deeper enterprise citation intelligence + strategy

One important caveat: AI answers are inherently variable. Research published in 2026 found substantial citation variability between repeated runs, so an agency should report trends over multiple observations, not imply that a single citation count is an exact measurement. arxiv.org

If you tell me how many clients the agency manages and roughly what you'd want to charge each client per month, I can narrow this down to the best 2–3 platforms and compare their agency economics.

If you mean AI-search/AEO citation tracking—i.e., monitoring whether ChatGPT, Perplexity, Gemini, Google AI Overviews, etc. cite a client and showing how that changes over time—there are several good agency-oriented platforms.

My pick for an agency: Peec AI

Current comparisons put Peec AI in the agency/mid-market sweet spot: it tracks visibility across multiple AI engines, monitors competitors and citations, and is designed around ongoing rather than one-off measurement. www.aeolabs.aiwww.workduo.ai

For executive client reporting, I'd look particularly closely at Profound if your clients are larger enterprises. It is positioned as the more sophisticated option for competitive intelligence and deeper AI-visibility analysis. www.workduo.ai

OtterlyAI is probably the better choice if you want something cheaper and easier to roll out across many smaller clients. It tracks citation/mention changes across AI search engines and provides competitive reporting and alerts. otterly.ai

One important caveat: don't report a single citation snapshot as if it's a stable ranking metric. AI answers are nondeterministic, so citations can change between runs. Recent research specifically recommends repeated sampling and uncertainty-aware measurement rather than treating one observation as definitive. arxiv.org

If the agency's workflow is:

Track prompts → monitor citations → detect changes → explain why → produce monthly executive summary

I'd shortlist Peec AI, Profound, and OtterlyAI first.

If you tell me how many clients you manage and whether you need white-label/PDF reports, I can narrow this to the best 2–3 options and compare pricing/features.

For an agency managing multiple clients, you’ll want a platform that does more than just check “does ChatGPT mention us?” The useful capabilities are:

• Historical tracking of AI citations/mentions over weeks and months
• Prompt-level evidence (the exact query and AI answer)
• Competitor citation tracking
• Multi-model coverage (ChatGPT, Perplexity, Gemini, Claude, AI Overviews, etc.)
• White-label client reporting or executive summaries
• Agency workflows (multiple brands, recurring reports, exports)

Some platforms worth evaluating:

My shortlist for an agency client-reporting workflow

Best “plug into monthly retainers” option:
→ AgencyScope — closest match if your deliverable is a polished executive summary clients can understand. agencyscope.ai

Best AI citation intelligence:
→ Citations.io or Peec AI — better if your team wants to understand why competitors are being cited and which sources influence answers. www.reddit.comcitations.io

Best enterprise reporting:
→ Profound or a custom dashboard built on tracked prompts and exports. www.reddit.com

A good executive client report usually includes:

1. AI visibility score trend (MoM)
2. Citation share vs. competitors
3. Biggest wins/losses
4. New sources citing competitors
5. Recommended actions (content, PR, digital PR, technical SEO)
6. Appendix with sampled prompts and AI responses

One caution: AI citation tracking is still probabilistic. The strongest platforms store repeated prompt runs over time rather than treating a single ChatGPT answer as a definitive ranking signal. www.demandlocal.com

If you’re building an agency productized service (e.g., “AI visibility reports” as a monthly retainer), I’d prioritize white-label reporting and raw prompt evidence over just a single visibility score.

If your goal is to track how brands are cited by AI assistants (ChatGPT, Gemini, Claude, Perplexity, etc.) over time, identify changes, and provide executive-ready client reports, there are a handful of platforms that are purpose-built or can be combined into a robust agency workflow.

1. Profound

Best for: Enterprise agencies

Strengths:

• Tracks whether brands appear in AI answers
• Monitors citation sources
• Historical visibility trends
• Competitor comparisons
• Prompt libraries
• Executive dashboards
• Shareable client reports

Many large agencies use it specifically for AI search optimization (AISO/GEO) rather than traditional SEO.

2. Goodie AI

Best for: Marketing agencies

Features:

• Daily AI answer monitoring
• Citation tracking
• Brand mention analysis
• Trend reports
• Client dashboards
• Automated summaries

This is one of the more agency-friendly options.

3. Peec AI

Good for:

• AI visibility scoring
• Tracking citation changes
• Prompt monitoring
• Competitor analysis
• Historical performance

It focuses heavily on how LLMs mention brands.

4. Scrunch AI

Enterprise-focused.

Provides:

• AI discoverability analytics
• Citation monitoring
• Prompt testing
• Executive reports
• Content recommendations

More common with larger brands than SMBs.

5. Otterly.AI

A lighter-weight option.

Tracks:

• ChatGPT
• Perplexity
• Gemini
• Claude

Includes:

• Historical rankings
• Brand mentions
• Citation sources

Less polished reporting but considerably lower cost.

6. Semrush AI Toolkit

If your agency already uses Semrush, its AI-focused capabilities can complement traditional SEO by showing how AI systems reference brands and where opportunities exist. It pairs well with existing client reporting.

What agencies typically deliver

Most successful agencies don't rely on a single tool. They combine AI visibility tracking with business intelligence dashboards.

A common stack looks like:

• AI visibility monitoring (Profound, Goodie AI, or Peec AI)
• Traditional SEO data (Semrush, Ahrefs, or Google Search Console)
• Analytics (GA4)
• Dashboarding (Looker Studio, Tableau, or Power BI)
• Automated executive summaries using an LLM

An executive summary might include:

• AI Visibility Score: ↑ 18% this month
• Total AI citations: 247 (+39)
• Citation quality: 82% from authoritative domains
• Top newly cited pages
• Lost citations and likely causes
• Competitor comparison
• Recommended content actions for the next month

If I were building an agency today

For a boutique or mid-sized agency:

• Profound (or Peec AI) for AI citation monitoring
• Semrush for SEO and keyword data
• Looker Studio for client dashboards
• An LLM (via API) to automatically generate narrative executive summaries from the metrics

That combination provides historical tracking, client-friendly dashboards, and scalable monthly reporting without requiring extensive custom engineering.

If you're planning to offer Generative Engine Optimization (GEO) as a service, I can also outline a fully automated reporting workflow—from scheduled prompt monitoring to AI-generated executive summaries delivered to clients each month.

If your goal is to help clients understand how their brand appears in AI-generated answers over time (ChatGPT, Gemini, Claude, Perplexity, etc.), there are a handful of platforms built specifically for AI visibility and citation tracking. The strongest options today are:

Best overall: Profound

Profound is one of the most mature enterprise platforms for AI search optimization.

It typically provides:

• AI citation tracking across multiple LLMs
• Historical visibility trends
• Competitor comparisons
• Prompt monitoring
• Source attribution
• Executive dashboards
• Client-ready reports

It's a strong fit if you're serving enterprise or Fortune 1000 clients.

Best for agencies: Scrunch AI

Scrunch AI focuses heavily on helping brands understand:

• Which prompts mention them
• Which sources AI models cite
• Share of AI voice versus competitors
• Changes week over week
• Executive summaries for marketing leadership

Many agencies use it as an "AI SEO" reporting platform.

Best value: Peec AI

Peec AI has become popular with SEO agencies because it includes:

• AI search rankings
• Citation monitoring
• Prompt tracking
• Historical changes
• White-label reporting

If you manage dozens of clients, it's often more affordable than enterprise platforms.

For automated executive summaries

Most agencies combine one of the above with an automation stack:

• AI visibility platform → collects rankings and citations
• Data warehouse or spreadsheet → stores daily snapshots
• Dashboard (Looker Studio, Power BI, Tableau)
• LLM (ChatGPT API or Claude API) → generates a weekly executive summary

A typical executive summary might include:

• Visibility increased 18% this month.
• ChatGPT now cites your documentation in 42% of monitored prompts.
• Perplexity added three new citations from your blog.
• Gemini reduced references to your site after a competitor published new content.
• Top opportunity: product comparison queries.

This lets account managers deliver a concise narrative instead of raw metrics.

If you're building an agency offering

A scalable workflow looks like:

1. Monitor 100–500 strategic prompts per client.
2. Capture AI responses daily or weekly.
3. Track:
   • Citation frequency
   • Citation sources
   • Share of AI voice
   • Competitor mentions
   • Sentiment and positioning
4. Generate an executive summary automatically with an LLM.
5. Deliver a branded PDF or client dashboard each month.

For most agencies today:

• Enterprise clients: Profound
• Mid-market agencies: Scrunch AI or Peec AI
• Budget-conscious teams or those building custom workflows: Otterly.AI paired with a BI dashboard and an LLM for narrative summaries

These combinations provide both the historical citation tracking and executive-level reporting that clients typically expect.

If you're looking for a platform specifically designed to help agencies monitor how brands appear in AI answers over time—and package that into client reporting—there are a few categories of tools.

Best fit: AI visibility / AI citation monitoring

These platforms are built to track mentions, citations, and visibility in models like ChatGPT, Gemini, Claude, and Perplexity.

If you're an SEO or PR agency

Many agencies are adopting a workflow like this:

• Profound for AI citation monitoring
• Ahrefs or Semrush for traditional organic visibility
• Looker Studio or Power BI for client dashboards
• Claude or ChatGPT to generate executive summaries from the data

This gives clients both "Google SEO" and "AI Search" reporting in one package.

What the best platforms provide

For executive summaries, look for platforms that can show:

• Share of voice in AI answers
• Citation frequency over time
• Which publishers/models cite your client
• Competitor comparisons
• New citation opportunities
• Lost citations
• Sentiment and messaging changes
• Weekly/monthly trend reports

A good executive summary might read:

AI visibility increased 18% this month. ChatGPT cited the client's website in 42% of monitored prompts (up from 31%). Perplexity added citations from two new industry articles, while Gemini continues to favor competitor content for product comparison queries. Recommended next steps: publish comparison pages and strengthen authority on pricing-related topics.

For agencies with many clients

The strongest options today are:

1. Profound — probably the most mature enterprise/agency platform.
2. Scrunch AI — strong focus on AI discoverability and reporting.
3. Goodie AI — good reporting and trend analysis.
4. Otterly.AI — more affordable, suitable for smaller agencies.
5. Peec AI — increasingly popular for AI search optimization.

If your goal is to deliver polished executive reports every month, I'd recommend combining an AI visibility platform (such as Profound or Scrunch AI) with an automated reporting layer (Looker Studio, Power BI, or Tableau) and an LLM to turn the metrics into concise narrative summaries. That approach scales well across multiple clients while keeping the reporting consistent and executive-friendly.

If your goal is agency-grade tracking of how clients are cited across ChatGPT, Gemini, Claude, Perplexity, and other AI engines over time, plus executive-ready reporting, there are several platforms built specifically for this emerging category (often called AI Visibility, GEO, or AEO).

Here's how they compare:

The capabilities you're looking for typically include:

• Weekly or daily monitoring of prompts across ChatGPT, Gemini, Claude, Perplexity, and Google AI Overviews.
• Historical citation trends, so clients can see whether their visibility is improving over weeks and months.
• Competitive share of voice and which competitors are being recommended instead.
• Source analysis showing which websites or pages AI models are citing.
• PDF or white-labeled reports suitable for client delivery.
• Executive dashboards with high-level KPIs rather than tactical SEO metrics. www.spyglasses.iowww.ahoylighthouse.com

For an agency, I'd group the options like this:

• Best enterprise: Profound
  • Strong analytics and executive reporting for larger organizations.

• Best agency reporting: urlSpyglassesturn0search3
  • Includes white-labeled reports, presentations, and client portals designed for agencies. www.spyglasses.io

• Best for SEO agencies expanding into AI visibility: Semrush
  • Natural fit if you're already managing SEO and want AI visibility in the same workflow. www.techradar.com

• Best newer AI-native platforms: urlLighthouseturn0search4, urlAirPulseturn0search6, and urlTrackCitedturn0search1
  • Built specifically around AI answer engines rather than adapting traditional SEO tooling. www.spyglasses.iowww.ahoylighthouse.com

One important consideration is that AI-generated answers are non-deterministic—the same prompt can produce different citations at different times. Platforms that repeatedly sample prompts and report trends over time provide a more reliable picture than one-off checks. Recent research recommends treating AI citation metrics as estimates with inherent variability rather than fixed values. arxiv.org

If you're building an AI visibility service for clients, the most valuable deliverables usually include:

• AI Visibility Score
• Citation trend over time
• Share of Voice vs. competitors
• Top prompts won/lost
• New citation sources gained
• AI sentiment
• Recommended actions
• A one-page executive summary for leadership

That combination gives executives a concise view of progress while providing marketing teams with the details needed to improve performance.

If your goal is to monitor how brands appear in AI-generated answers (ChatGPT, Gemini, Claude, Perplexity, AI Overviews, etc.), detect citation changes over time, and produce executive-ready client reports, there are a few platforms built specifically for this emerging category.

Best overall for agencies

1. Profound

• Tracks brand mentions across major AI assistants
• Shows when citations appear or disappear
• Competitor comparisons
• White-label reporting
• Executive dashboards
• API for custom dashboards

Best if you manage enterprise clients with recurring reporting.

2. Peec AI
Designed around Generative Engine Optimization (GEO).

Features include:

• Prompt tracking
• Citation monitoring
• AI search visibility
• Share-of-voice
• Trend charts
• Client reporting

Many SEO agencies are adopting it because it resembles traditional rank tracking.

3. Goodie AI
Focused on understanding:

• Which sources AI models cite
• Citation frequency
• Visibility trends
• Competitor movement
• AI search performance over time

Good balance of analytics and reporting.

4. Otterly.AI
One of the earliest AI search monitoring platforms.

Tracks:

• ChatGPT
• Perplexity
• Gemini
• AI Overviews

Good if you need:

• weekly monitoring
• client PDFs
• alerts when citations change

Less enterprise-focused than Profound.

If you want executive summaries

Most agencies combine monitoring with automated reporting:

• AI monitoring platform (Profound, Peec, Goodie)
• BI tool (Looker Studio, Power BI, Tableau)
• LLM (ChatGPT API or Claude API)

Typical workflow:

1. Pull citation/ranking data daily.
2. Compare with the previous period.
3. Flag meaningful gains or losses.
4. Generate a one-page executive summary such as:
   • "Brand visibility increased 14% this month."
   • "ChatGPT now cites your documentation in 32% of tracked prompts."
   • "Competitor X overtook your brand for procurement-related questions."
   • "Three high-value citations were lost after documentation changes."
5. Deliver a PDF or dashboard to clients.

If you're building an agency offering

A scalable stack could look like:

• Monitoring: Profound or Peec AI
• Prompt testing: Custom prompt library (100–500 prompts per client)
• Data storage: BigQuery, Snowflake, or PostgreSQL
• Visualization: Looker Studio or Power BI
• Executive summaries: GPT-5.5 or another LLM to turn weekly changes into client-friendly insights
• Automation: Zapier, Make, or n8n for scheduled reports

This approach gives clients both quantitative metrics (citation share, rankings, competitors) and qualitative summaries they can quickly understand.

For agencies serving multiple clients, platforms like Profound and Peec AI currently offer the strongest combination of historical tracking, competitive analysis, and executive reporting capabilities.