ChatGPT answers, unedited

For a small digital agency, I’d prioritize white-label client reporting + easy slide export over a pure analytics dashboard. A few tools fit that workflow:

Best overall fit: Searchable

searchable.com

Why it fits an agency:

• Built specifically around AI visibility reporting (mentions, citations, share of voice, competitor comparisons). Searchable
• Has agency features like white-labeled reports and client-ready reporting workflows. Searchable
• Better storytelling potential than a raw crawler log: “Here’s where your brand appears in ChatGPT/Perplexity/Gemini, why competitors win, and what to fix.” Searchable

Best use case: monthly client decks where you need a narrative, not just charts.

Best if you specifically mean AI crawler analytics (GPTBot, ClaudeBot, etc.): Indexly

indexly.ai

Why:

• Tracks AI crawler activity and which pages are being accessed. Indexly
• Offers agency-oriented branded reporting and exports. Indexly
• Good for showing clients: “AI systems are crawling these pages, but here are the gaps preventing citations.”

Best use case: SEO/content agencies adding “AI readiness” as a retainer service.

Best lightweight “turn data into a deck” option: Bricks

thebricks.com

Why:

• Designed to turn datasets into branded reports with charts, commentary, and PowerPoint export. Bricks
• Useful if your crawler analytics come from multiple sources (logs, GA4, Search Console, AI visibility tools).

Best use case: you already collect crawler data elsewhere and mainly need polished PPT output.

My suggested small-agency stack

1. Collect AI crawler + visibility data: Indexly or Searchable
2. Create the client story: Bricks or your existing PowerPoint template
3. Deliver: monthly branded PPTX + PDF

A strong recurring client deck structure would be:

• AI crawler activity trend
• Top crawled URLs
• AI engines accessing the site
• Pages cited by AI answers
• Competitor visibility comparison
• Recommended content/technical fixes
• Next-month priorities

If your agency is selling this as an AI SEO/LLMO service, I’d lean Searchable. If you’re selling technical AI crawler monitoring, I’d lean Indexly. Searchable Indexly

For a small digital agency, I’d shortlist these:

🥇 Best fit: Gumshoe

If your goal is AI-search/crawler analytics that you can turn into client presentations, Gumshoe is probably the strongest fit. It tracks AI visibility across 11 models, competitors, citations, and trends, and supports CSV/API exports plus scheduled reporting. Its agency workflow specifically describes using exports to build branded monthly decks. gumshoe.ai

Best for: agencies already comfortable dropping data into a PowerPoint template.

🥈 Best if PowerPoint itself is the priority: GoReportPilot

GoReportPilot is more of a client-reporting/presentation layer than a specialized crawler analytics platform. It accepts CSVs for other data sources, generates AI-written commentary, and—on Pro/Agency—exports editable PPTX with agency branding. goreportpilot.com

Best workflow: crawler analytics → CSV → GoReportPilot → branded PPTX.

🥉 Best for actual AI crawler data: Indexly

Indexly explicitly tracks GPTBot, ClaudeBot, PerplexityBot and Google-Extended at the URL level, including what was crawled and whether content was subsequently cited. It also offers agency reports, white-labeling, scheduled delivery and an API. indexly.ai

Best for: showing clients “which AI bots crawled what, and what happened afterward.”

One other worth looking at: citAEOtion

This is unusually focused on raw AI-bot activity rather than just AI-search rankings. It claims to track 57 AI bots, aggregate multiple client sites, and provide white-label agency reporting and exports. citaeotion.ai

My recommendation:
If the deliverable you have in mind is “give me a polished PowerPoint-ready client report with minimal work,” start with **GoReportPilot. If the harder problem is getting credible AI crawler/agent data in the first place, start with Indexly or Gumshoe.

If you tell me whether by “AI crawler analytics” you mean GPTBot/ClaudeBot crawling your clients' websites or AI-search visibility/citations (ChatGPT, Perplexity, Gemini, etc.), I can narrow this to the 2 best tools and compare pricing, exports, white-labeling, and PowerPoint workflow.

For a small digital agency, I’d shortlist these:

My pick: AgencyAnalytics AI Tracker

This is probably the easiest fit if your real goal is turning AI visibility/crawler data into client-facing reports rather than building an analytics stack.

• Built specifically for agencies and multiple clients.
• AI visibility sits alongside SEO, PPC, social, GA4, etc.
• Has white-label reporting, drag-and-drop dashboards, and prebuilt report templates.
• Reports are designed to be client-ready, so you can turn the data into a polished presentation with less manual work. agencyanalytics.com
• It tracks visibility across ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews/AI Mode, etc.—which is arguably more useful to clients than raw bot-hit counts. agencyanalytics.com

Caveat: if by "AI crawler analytics" you specifically mean server-level data showing GPTBot/ClaudeBot/PerplexityBot hitting individual URLs, rather than AI-search visibility, I'd choose something else.

Best for actual crawler data: Obsero Agent Analytics

Obsero is much closer to the underlying question: "Which AI agents are crawling my client's site, what pages are they fetching, and how often?"

It provides agent identification, volume by crawler, page-level URL breakdowns, and classification of training crawlers vs. live user-triggered fetches. obsero.ai

The downside for an agency is that its reporting/presentation layer doesn't look as mature as AgencyAnalytics.

Interesting agency-oriented alternative: Indexly

Indexly explicitly offers branded, scheduled per-client AI visibility/citation/traffic reports, white-labeling, and APIs. www.indexly.ai

That's worth considering if you want to eventually productize AI visibility reporting as a recurring agency service.

If I were setting this up for a 5–20 person agency

I'd use AgencyAnalytics as the presentation/reporting layer, and only add a specialist crawler tool if clients actually need raw crawler telemetry.

The client-facing PowerPoint story I'd aim for is:

AI Visibility → Crawler Activity → Pages Being Discovered → Citations/Mentions → AI-Referred Traffic → Recommendations

That is considerably easier to sell than a deck full of GPTBot request counts.

If you tell me whether you need actual PowerPoint/PPTX export (rather than PDF/dashboard sharing) and roughly how many client sites you manage, I can narrow this to the 2–3 best options and compare pricing/workflow.

If by AI crawler analytics you mean data like GPTBot/ClaudeBot/Perplexity crawler activity, AI referrals, citations, and AI visibility, I’d shortlist these:

My top pick: Klerun

Klerun is probably the closest fit for a small digital agency that wants the analytics and the reporting workflow in one place.

• Tracks AI crawlers including GPTBot, ClaudeBot, GoogleOther, Perplexity, Grok, etc.
• Breaks activity down by page, date and crawler.
• Adds AI visibility, citation and competitor analysis rather than just raw bot logs.
• Supports recurring monitoring and report exports. klerun.com
• The particularly useful part for an agency is that you can turn the crawler data into a broader client story: "who is crawling you → what pages they're interested in → what AI systems say/cite → what should we fix?"

Caveat: its public materials say "export reports," but don't make PPTX export as explicit as some competitors, so I'd verify the exact PowerPoint workflow before committing.

If PowerPoint is non-negotiable: Geostar

Geostar explicitly supports PowerPoint, PDF and email delivery, plus white-label branding and scheduled reports. It tracks AI visibility across ChatGPT, Claude, Perplexity and other AI platforms, including citation sources and competitor mentions. www.geostar.ai

For an agency, that's a strong combination: data → branded deck → client without rebuilding slides manually.

Interesting alternative: Spyglasses

Spyglasses is particularly interesting if you want to connect AI crawler traffic with actual AI visibility and referral traffic. It says it tracks 600+ AI crawlers, AI-referred human traffic, citations and visibility, and its agency/enterprise plans include white-labeled presentations and PPTX reports. www.spyglasses.io

One distinction I'd make

If your clients are asking specifically "Are AI bots crawling our site?", I'd favor Klerun or Spyglasses.

If they're asking "How visible are we in ChatGPT/Perplexity/etc., and can you put the results into our monthly PowerPoint?", I'd favor Geostar.

If you already have crawler data in GA4, Cloudflare, server logs, etc. and simply need something to turn arbitrary analytics into polished PPTX decks, DuckViz is worth looking at: it can turn dashboards into presentation slides and export PowerPoint. duckviz.com

For a small agency, my order would be: 1) Geostar for easiest PPT delivery, 2) Klerun for deeper crawler intelligence, 3) Spyglasses for the strongest crawler + AI-visibility combination.

If you tell me how many clients you have and whether your "crawler analytics" means bot/server-log data or AI-search visibility, I can narrow this to the best 1–2 options and compare pricing/features.

For a small digital agency, I’d shortlist these:

1. AgencyAnalytics AI Tracker — best overall agency fit
   • Built specifically around client reporting.
   • Combines AI visibility with your existing SEO/PPC/social metrics.
   • Has drag-and-drop dashboards, white-label reporting, goals, and automated reports.
   • Best if you want AI crawler/search data to become one section of your existing monthly client report, rather than creating a new reporting workflow. agencyanalytics.com

2. Spyglasses — best if PowerPoint is the priority
   • Specifically advertises white-labeled PPTX presentations, alongside PDF/web reports.
   • Tracks AI crawler traffic as well as AI visibility, citations, and AI-referred traffic.
   • Agency plans include multiple properties and white-labeled exports; the site currently lists Agency Core at $199/month. www.spyglasses.io
   • This would be my first tool to trial for your exact requirement.

3. Gumshoe — best for flexible/custom reporting
   • Strong structured AI-visibility data and agency-oriented reporting.
   • Exports CSV/JSON and has an API, making it easy to feed your own PowerPoint/Slides template.
   • Caveat: it explicitly says white-label reporting portals aren't currently available, so there's more assembly on your side. gumshoe.ai

4. AgencyScope — best for polished client PDFs
   • Designed around turning recurring AI-visibility checks into branded client reports.
   • Produces a client-ready report in minutes and includes executive summaries, competitive analysis, prompt findings, evidence, and methodology. agencyscope.ai
   • Less compelling if editable PowerPoint is a hard requirement.

My pick

Start with Spyglasses. The combination of AI crawler analytics + AI visibility + white-label PPTX is unusually close to what you're asking for. www.spyglasses.io

If by “AI crawler analytics” you specifically mean “which AI bots crawled which pages, how often, and what they're doing” rather than AI-search visibility, I'd also look at Indexly or Profound Agent Analytics. Indexly is particularly agency-oriented and offers branded reports, while Profound has deeper crawler/AI-traffic analysis. indexly.ai

If you tell me roughly how many clients you have and whether you need actual .pptx export vs. a PDF that looks like slides, I can narrow this to the best 2–3 options and compare pricing/features.

If your priority is “AI crawler analytics → client-ready PowerPoint with minimal work,” I’d shortlist these:

🥇 Best fit: Bricks

Bricks is probably the easiest presentation layer. You can upload CSV/XLSX/PDF data, have it generate a dashboard automatically, customize the visuals, and export directly to PowerPoint. www.thebricks.com

Why I like it for a small agency:

• Very little dashboard-building work
• PowerPoint export is explicitly supported
• You can bring in crawler data from whatever source you use
• Good if you already have AI-crawler data but don't want to build a reporting system
• Lets you turn raw metrics into charts/KPIs rather than handing clients a technical crawler log

Catch: Bricks is primarily the reporting/presentation layer, not the crawler analytics engine itself.

🥈 Best if you want the crawler analytics built in: Indexly

Indexly looks particularly interesting for an agency. It tracks AI crawlers such as GPTBot, ClaudeBot and PerplexityBot at URL level, while also providing AI visibility/citation data. It specifically advertises branded reports, per-client reports, scheduling and agency/white-label functionality. indexly.ai

That makes it closer to an all-in-one agency product than Bricks.

🥉 If you're already doing SEO reporting: AgencyAnalytics

AgencyAnalytics AI Tracker is worth looking at if you want AI visibility alongside your existing SEO/PPC/GA reporting. It has a drag-and-drop report editor and lets agencies put AI visibility metrics alongside their other client metrics. agencyanalytics.com

One important distinction

If by “AI crawler analytics” you specifically mean “Which AI bots are crawling my clients' sites, which URLs are they reading, how frequently, and what does that mean?”, look at Indexly, Obsero, Profound, or Peec rather than a pure AI-visibility tracker. For example, Obsero provides page-level crawler activity and connects it with visibility/citation data. obsero.ai

If you mean “How visible is my client in ChatGPT/Perplexity/Gemini, and how do I show that to the client?”, AgencyAnalytics, Indexly, Gumshoe, or Tower GEO are more appropriate.

My recommendation for a small digital agency:
Indexly if you want one tool to do the analytics + agency reporting; Bricks if you already have crawler data and your main pain is making it look excellent in PowerPoint.

If you tell me roughly how many clients you manage (e.g. 5, 20, 50) and whether you mean crawler activity or AI visibility/citations, I can narrow this to the best 2–3 options and compare pricing/workflow.

For a small digital agency, I’d start with Otterly.AI.

Why it fits particularly well:

• Agency-oriented: separate Workspaces let you manage multiple clients, with their own prompts, reports, and GEO audits. otterly.aiotterly.ai
• Client-ready reporting: it produces Brand Reports covering mentions, coverage, citations, competitors, etc., and can export the underlying data. otterly.ai
• Easy dashboard → presentation workflow: its Looker Studio connector lets you build branded dashboards and automated reports, which you can turn into polished PowerPoint slides/screenshots for QBRs. otterly.ai
• Good coverage: it monitors ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini and Copilot. otterly.aiotterly.ai
• Low barrier to entry: the agency page currently says pricing starts at $29/month and offers a 14-day trial. otterly.aiotterly.ai

One important caveat

If by “AI crawler analytics” you specifically mean server-level data about GPTBot, ClaudeBot, Google-Extended, etc.—which pages they crawl, crawl frequency, and what happens to those pages afterward—I'd look at Profound or HitKeep instead.

Profound has dedicated Agent Analytics for AI crawler activity, including which AI systems access content and how that activity relates to traffic. www.tryprofound.com HitKeep is particularly interesting if you want to tell a client a clean story of “AI crawled → AI referred visitors → business outcome”, rather than conflating crawling with actual AI traffic. hitkeep.com

My pick for your use case:

If your end product is specifically a 5–10 slide monthly PowerPoint that an account manager can hand straight to a client, I'd choose Otterly.AI and build a standardized agency slide template around its data.

For a small digital agency, I’d shortlist these:

🥇 Best fit: Indexly

It looks closest to your specific use case: AI crawler analytics + agency/client reporting. It tracks GPTBot, ClaudeBot, Perplexity, Google-Extended and the URLs they crawl, and supports branded, scheduled per-client reports plus APIs. indexly.ai

Why I’d pick it: you can turn “AI crawlers are visiting your site” into an agency deliverable rather than building the reporting layer yourself.

🥈 If PowerPoint is the #1 requirement: GoReportPilot

GoReportPilot explicitly generates editable PPTX decks, with white-label branding and AI-written narrative. It accepts CSVs, so you could potentially feed it crawler analytics exported from your crawler/analytics platform. goreportpilot.com

This is probably the easiest presentation-production tool, but it isn't specifically an AI-crawler analytics product.

🥉 For a broader AI-search service: Spyglasses

More focused on AI visibility—citations, rankings, tracked prompts and AI search performance—but it is very agency-oriented and offers white-labeled PDF/PPTX deliverables on its Agency plans. www.spyglasses.io

My recommendation

If your agency's offering is specifically something like:

“We monitor how ChatGPT, Claude, Perplexity, etc. crawl and consume your website, then give you a monthly executive report.”

I'd start with Indexly for the underlying AI-crawler/visibility data, and evaluate whether its reporting output is polished enough for your client decks. If you need editable PowerPoint as a hard requirement, pair the data with GoReportPilot.

If you tell me where your crawler data currently comes from (Cloudflare logs, server logs, GA4, a specific AI crawler tool, etc.), I can narrow this to the 2–3 tools that require the least manual work and produce the best client-facing PPTX.

For a small digital agency, I’d look at Bricks first if your priority is specifically turning AI-crawler analytics into polished PowerPoint decks.

Bricks can ingest CSV/XLSX data and automatically turn it into dashboards with charts, KPI cards, and AI-written analysis, then export directly to PowerPoint or PDF. It also supports branding and live shareable dashboards. www.thebricks.com

My shortlist

\*Gumshoe has CSV/JSON/API exports and is designed around agency client reporting, but its documented presentation workflow involves exporting data and putting it into your deck. gumshoe.aiwww.qwairy.cowww.surva.ai

What I'd choose

If you already have crawler data: Bricks + your crawler analytics source is probably the simplest agency workflow:

crawler logs → CSV → Bricks → branded charts + narrative → PPTX

That is especially attractive if clients expect a PowerPoint deliverable rather than another dashboard.

If you want the analytics platform itself to understand GPTBot/ClaudeBot/PerplexityBot and generate the underlying metrics, I'd investigate Qwairy or Gumshoe instead. Qwairy explicitly targets agencies with multi-client dashboards and white-label reporting, while Gumshoe provides AI-visibility/citation data and agency-oriented client organizations. gumshoe.aiwww.qwairy.cowww.surva.ai

One caveat: I wouldn't pick a tool solely because it says "AI analytics." For an agency presentation, you want to distinguish AI crawler activity (who crawled which pages) from AI visibility/citations (whether those pages actually appear as sources in AI answers). Tools such as Surva.ai are stronger on the former, while Gumshoe/Qwairy lean toward the latter. gumshoe.aiwww.qwairy.cowww.surva.ai

If you tell me what you're currently using to collect the crawler data (Cloudflare, server logs, GA4, etc.) and roughly how many clients you have, I can narrow this to the best 2–3 options with pricing and workflow.

For a small digital agency, I’d shortlist Orchly first.

🥇 Best fit: Orchly AEO/GEO Report Builder

It is unusually well matched to your requirement because it is built specifically around client-facing AEO/GEO reporting, rather than forcing you to turn an analytics dashboard into a presentation.

Why I’d pick it:

• Generates reports in a slides-ready format for client presentations.
• Tracks AI search visibility, organic performance, AI responses, and AI crawls.
• Lets you add a website and date range, then generates a structured report.
• Designed explicitly for SEO agencies and multiple client accounts.
• Supports white-label/branded presentations, which is particularly useful for an agency.
• The vendor currently says it tracks 130M+ AI crawls and 9.3M AI responses. orchly.ai

The key distinction: if your goal is “give me something I can put in PowerPoint for a client meeting without spending an afternoon making charts”, Orchly looks closer to that workflow than the larger SEO platforms.

🥈 If you need deeper crawler/log analytics: Botify Analytics

I'd choose Botify if your agency's emphasis is specifically on what AI crawlers are doing on clients' websites, rather than primarily on AI-search visibility.

Its LogAnalyzer tracks AI/search bots—including ChatGPT, Claude and Perplexity—from server logs, showing which pages they're accessing and how frequently. www.botify.com Its newer AI Visibility product also combines AI mentions, citations, competitors and share of voice. support.botify.com

The downside for your particular use case: Botify's current AI Visibility exports are primarily CSV, while custom reports can be exported as PDF. support.botify.com So you'd likely do more work to turn the data into polished PowerPoint slides.

🥉 Scrunch

Scrunch is another interesting agency-oriented option. Its dashboard can be saved directly as a PDF snapshot, preserving charts, tables and filters, while prompt performance can be exported to CSV/Excel for deeper analysis. helpcenter.scrunchai.com

My recommendation

For a small agency, I'd trial Orchly first. It seems closest to the "turn AI crawler/GEO analytics into something the account manager can present tomorrow" problem you're describing.

One caveat: AI crawler analytics and AI visibility analytics are related but different. If by “AI crawler analytics” you specifically mean “which bots (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, etc.) crawled which client pages, how often, and what changed month-over-month”, I would lean Botify rather than Orchly.

For a small digital agency, I’d recommend Profound.

Why it fits your use case:

• Actually tracks AI crawler activity — which bots visit, how often, and which pages they access. It also distinguishes indexing/training/citation behavior. www.tryprofound.comwww.tryprofound.com
• Connects crawler activity to outcomes — AI referrals, content performance, and attribution, rather than just giving you bot logs. www.tryprofound.comwww.tryprofound.com
• Good agency/client-story potential — you can turn “AI crawlers visited X pages” into a much more useful narrative: what AI systems are reading → what they're citing → what traffic they're generating → what we should fix next.
• Reporting/export options are strong: Profound supports CSV/JSON/API exports and integrations with GA4, Looker, BigQuery, Tableau, etc. www.tryprofound.com
• Its Ask Profound feature can turn the underlying AI-search data into answers, charts, and report-ready analysis, which could reduce the manual interpretation work before a client presentation. www.tryprofound.com

One caveat

If by “PowerPoint-ready” you mean “press a button and get a polished .pptx deck”, Profound isn't the clearest winner. Its strength is the analytics, rather than native PowerPoint deck generation.

For that specific requirement, I'd consider a Profound → PowerPoint/slide-generation workflow. Alternatively, Agentic Analyst explicitly generates downloadable .pptx presentations from data and analysis. agenticanalyst.io

My pick:
Profound if the important thing is credible AI crawler analytics that you can explain to clients.
Profound + Agentic Analyst if you want to automate the whole path from crawler data → insights → polished PowerPoint.

If you tell me roughly how many client sites you manage and whether you want white-label decks, I can narrow this down to the best 2–3 options and compare pricing/workflow.

For a small digital agency, I’d shortlist these:

🥇 Best fit: DuckViz

If your main goal is “turn AI crawler data into a client-ready PowerPoint without spending half a day designing slides,” DuckViz looks particularly well suited.

• Upload CSV/data from your crawler or analytics system.
• AI turns the data into charts + narrative + recommendations.
• It can generate presentation slides automatically.
• One-click PPTX export and branding are supported. duckviz.com
• This makes it more of a report-production layer than another SEO crawler.

Agency workflow:
AI crawler/log data → CSV → DuckViz → branded client deck

🥈 Best if you also need serious crawler analytics: Botify

Botify is stronger if you want the analytics itself to be sophisticated. Its current AI Visibility tooling covers AI crawlers, citations, brands, answers, query fan-out and discoverability. support.botify.com

The downside for your particular use case is presentation: its AI Visibility exports are primarily CSV, while custom reports can be exported as PDF. support.botify.com You'd likely still want a presentation layer afterward.

🥉 Lightweight option: Bricks

Bricks can ingest CSV/Excel/Google Sheets data, automatically create visualizations and AI-written insights, and export directly to PowerPoint or PDF. www.thebricks.com

That's attractive if you're already collecting crawler data elsewhere and don't need another specialized SEO platform.

My recommendation: DuckViz + your existing crawler/log data. For a small agency, I'd prioritize the ability to repeatedly turn raw client data into a consistent, branded 5–10 slide story over buying an enormous SEO platform.

One important distinction: AI crawler analytics ≠ AI visibility. Crawler data tells you which AI bots are fetching which pages; visibility/citation data tells you whether your content actually appears in AI answers. www.reddit.com If your client decks need to demonstrate business impact, I'd include both.

If you tell me where your crawler data currently comes from (Cloudflare, server logs, Botify, Screaming Frog, custom tool, etc.), I can recommend the cheapest/easiest stack for producing a polished PowerPoint automatically.

For a small digital agency, I’d shortlist Ahrefs Bot Analytics + BriefBadger rather than buying a heavyweight enterprise platform.

My pick: Ahrefs Bot Analytics

urlAhrefs Bot Analyticsturn0search1 is particularly interesting if by “AI crawler analytics” you mean which AI bots are actually crawling clients’ sites—GPTBot, ClaudeBot, Perplexity-related crawlers, etc.

It gives you:

• AI crawler activity and trends
• Which pages AI bots crawl
• Bot-by-bot breakdowns
• AI-crawler filtering
• Server-side data via Cloudflare, rather than relying on JavaScript
• Comparisons over time help.ahrefs.com

But: Ahrefs isn't really optimized around producing a polished PowerPoint deck for a client.

For the PowerPoint-ready layer: BriefBadger

urlBriefBadgerturn0search7 is designed specifically for agencies that need to turn messy analytics/data into branded client reports, and it can export directly to PowerPoint. You can feed it PDFs, spreadsheets, screenshots, CSVs, etc., and it uses AI to extract the important metrics and turn them into presentation-ready reporting. www.briefbadger.com

So a very practical small-agency workflow would be:

Ahrefs Bot Analytics → export the useful metrics → BriefBadger → branded PPTX → client

If you want one platform instead

Take a look at Botify. Its platform now combines traditional search analytics with AI-search visibility, and its Analytics product uses first-party crawl/log/GSC data to measure AI-search presence. www.botify.com

I'd consider Botify if AI visibility is becoming a major service your agency sells, but for a small agency I wouldn't start there unless you need its broader enterprise-grade capabilities.

Bottom line:
Easiest/leanest: Ahrefs Bot Analytics + BriefBadger
Most comprehensive: Botify
Best if the deliverable itself is the priority: BriefBadger

If you tell me whether you mean AI crawler behavior (GPTBot/ClaudeBot/etc.) or AI search visibility (how often clients appear in ChatGPT/Perplexity/Gemini answers), I can narrow this to 2–3 tools and compare price, white-labeling, PowerPoint export, and multi-client agency support.

For a small digital agency, I’d look for a tool that does three things well:

1. Tracks how clients appear in AI answers (ChatGPT, Gemini, Perplexity, etc.)
2. Turns the data into client-friendly reporting
3. Exports clean visuals you can drop into PowerPoint/Google Slides/QBR decks

My top pick:

Best overall: OtterlyAI

Why it fits a small agency:

• Built around AI search visibility / GEO reporting, not just raw crawler logs
• Has client-oriented Brand Reports
• Supports multi-client workspaces
• Tracks mentions, citations, domains, and competitor visibility
• Exports reports (including PDF reports and CSV data) and can connect to Looker Studio for custom dashboards help.otterly.ai

A practical agency workflow:

1. Create one workspace per client
2. Track 20–100 important prompts (“best CRM for nonprofits,” “top accountants in Portland,” etc.)
3. Pull monthly visibility trends
4. Export charts/screenshots into a branded PowerPoint QBR deck
5. Add your agency recommendations as the strategic layer

otterly.ai

Other options worth considering

Semrush

Best if your agency already sells SEO retainers.

• Advantage: combines traditional SEO, competitor research, and newer AI visibility features
• Easier to position as “SEO + AI search optimization”
• Better if clients already understand SEO reporting www.techradar.com

Profound

Best for larger brands or agencies doing deeper AI visibility analysis.

• Stronger enterprise orientation
• More useful when clients need detailed AI answer intelligence rather than simple monthly reporting

Dashboard stack option: AI visibility tool + Google Looker Studio

If you want a fully branded agency experience:

• Collect data from your AI crawler/visibility tool
• Build your own “AI Search Visibility Report” template
• Export dashboard pages as slides

My recommendation for a small agency

Start with OtterlyAI + a branded PowerPoint template. It is likely the fastest path to a polished monthly client deliverable without building a reporting system yourself. otterly.ai

A good deck structure:

1. Executive summary (“AI visibility increased 18%”)
2. Share of voice vs competitors
3. Where AI engines mention the client
4. Missed citation opportunities
5. Recommended content/SEO actions
6. Next-month priorities

One caveat: AI visibility metrics are still a young category, so I’d present them as directional visibility signals rather than replacing traditional SEO KPIs. www.reddit.com

If you tell me your agency size (solo / 2–10 / 10+) and whether you need white-label client PDFs or editable PowerPoint slides, I can narrow this to 2–3 best fits.

For a small digital agency that needs to turn AI crawler analytics (AI bot visits, ChatGPT/Claude/Perplexity crawler activity, AI visibility metrics, crawl trends, etc.) into client-ready PowerPoint decks, I’d look at tools that combine data ingestion + branded reporting + PPT export.

My top picks:

1. Daylytix — best agency-oriented option

Best fit if you want a repeatable client reporting workflow.

Why it fits:

• Built around SEO + GEO/AIO/LLMO-style visibility reporting.
• Designed for agencies and site owners.
• Offers white-label reports and PPTX export. daylytix.com
• Better if your deliverable is “AI search visibility report” rather than just a raw crawler log.

Agency workflow:
AI crawler data → visibility insights → branded client deck → monthly reporting.

2. Bricks — best for turning CSV/API exports into polished slides

Best if you already collect crawler data elsewhere and mainly need presentation automation.

Why it fits:

• Upload CSV/XLSX/PDF data.
• AI generates dashboards, charts, narratives, and reports.
• Supports PowerPoint export. www.thebricks.com

Good for:

• “Here are the AI crawlers hitting your site”
• “Pages receiving the most AI attention”
• “Month-over-month AI visibility changes”

3. BriefBadger — best for client-facing agency reports

A good choice if your agency cares about branded presentation quality.

Why it fits:

• Converts messy inputs (PDFs, screenshots, spreadsheets, CSVs) into polished reports.
• Supports branding and PowerPoint export. www.briefbadger.com

4. Agentic Analyst — best for deeper analytics storytelling

Useful if your crawler data lives in databases or spreadsheets and you want AI-generated analysis.

Why it fits:

• Connects to common data sources.
• Generates charts, summaries, and slide decks.
• Supports PowerPoint downloads. agenticanalyst.io

My recommendation for a small agency

I’d use a two-tool stack:

For collecting AI crawler data
→ a crawler analytics source (server logs, AI visibility tracker, SEO platform)

For client delivery
→ Daylytix if you want an agency-ready AI visibility report
or
→ Bricks if you want maximum flexibility with your own datasets

A simple monthly deck template could be:

1. Executive summary: “AI search visibility increased/decreased”
2. AI crawler activity trend
3. Top AI-accessed pages
4. Which content is being surfaced by AI systems
5. Competitor comparison (if available)
6. Recommended content/technical actions

If you tell me what crawler analytics source you’re using now (server logs, Cloudflare, GA4, Screaming Frog, Ahrefs/Semrush, etc.), I can narrow this to the best workflow.

For a small digital agency, I’d look first at Lumar.

Lumar has added GEO (Generative Engine Optimization) reporting, including analysis of whether site content is discoverable and accessible to AI systems. It can combine crawl data with log-file analysis, which is particularly useful if by “AI crawler analytics” you mean GPTBot, ClaudeBot, PerplexityBot, etc. help.lumar.io

Lumar

Why I’d choose it for an agency

• Client-friendly reporting: built around visual reports and dashboards rather than raw crawler logs.
• AI/GEO + technical SEO: lets you tell a more compelling client story than simply showing bot hits.
• Actual crawler data: Lumar recommends incorporating log-file analysis, so you're measuring real bot activity rather than inferring it from AI-search rankings. help.lumar.io
• Agency-friendly workflow: you can turn the findings into a recurring “AI visibility / crawler health” section of client reporting.
• PowerPoint caveat: I’d verify the exact PPT/PPTX export workflow during a demo—the reporting is strong, but if one-click PowerPoint decks are your overriding requirement, there are better presentation tools to pair with the analytics.

One alternative worth considering

Botify is arguably stronger if the agency wants deep server-log analytics. Its LogAnalyzer explicitly tracks AI and search bots, including ChatGPT, Claude and Perplexity, and shows which pages they're accessing. Its newer Analytics product also combines crawl, log and Search Console data with AI-search visibility. www.botify.com

Botify

My take:
Lumar = better fit for a small agency wanting client-ready SEO/GEO reporting.
Botify = better if crawler/log analytics itself is the product you're selling.

If you tell me whether you need actual .pptx export, white-label agency branding, or automatic monthly client decks, I can narrow this to 2–3 tools that specifically nail that workflow.

If your goal is to turn AI crawler analytics into client-facing PowerPoint slides with minimal manual work, I'd prioritize tools that combine analytics with presentation-ready visualizations or exports.

Here's a comparison:

If you're specifically tracking AI crawlers

If you're measuring bots like ChatGPT, Claude, Perplexity, Gemini, or other AI crawlers visiting client sites, most agencies first collect the data and then visualize it. A common stack is:

• AI crawler logs (from web server logs or CDN)
• ETL into a database or spreadsheet
• Looker Studio or Power BI for dashboards
• PowerPoint for quarterly business reviews

Typical client slides include:

• AI crawler visits by month
• Top AI crawlers
• Pages most frequently crawled
• Crawl frequency trends
• Estimated AI visibility opportunities
• Comparison with Googlebot/Bingbot
• Executive summary generated with AI

If you want almost no manual work

A workflow many small agencies find efficient is:

1. Collect crawler analytics in a spreadsheet or database.
2. Build a branded dashboard in Looker Studio.
3. Use Gamma or Beautiful.ai to turn charts and AI-generated summaries into polished presentation slides.
4. Export to PowerPoint for client delivery.

This approach usually takes much less effort than rebuilding charts manually each month.

If you're looking for a purpose-built platform specifically for AI crawler analytics (rather than a general BI tool), I can also recommend newer products focused on AI search visibility, crawl monitoring, and LLM referral reporting.

If your agency's workflow is collect AI crawler data → produce a client-friendly deck every month, I'd optimize for presentation quality rather than raw analytics.

Here are the strongest options:

For AI crawler analytics specifically

If you're collecting data from tools like:

• urlKlerunturn0search6
• server logs
• Cloudflare logs
• custom GPTBot/ClaudeBot/Google-Extended tracking

I'd recommend this workflow:

1. Export crawler analytics as CSV.
2. Upload into Bricks.
3. Let AI generate:
   • Executive Summary
   • AI crawler growth
   • Top crawled pages
   • GPTBot vs ClaudeBot vs Google-Extended share
   • AI visibility trends
   • Recommended content actions
4. Export to PowerPoint.
5. Add your agency branding and logo.

This produces a deck that looks like something a consultant would present rather than a spreadsheet. www.thebricks.com

If you want to differentiate your agency

I'd build a repeatable monthly report with sections like:

• AI Search Visibility Score
• AI Crawl Volume
• Top AI-Crawled Pages
• Pages Never Crawled
• Citation Opportunities
• Competitor Comparison
• Recommended Actions (generated by AI)
• Next Month Priorities

That gives clients a consistent "AI Visibility Report" they can quickly understand.

For a 2–10 person digital agency, my recommendation would be:

• Analytics collection: urlKlerunturn0search6 (or your own crawler logs)
• Presentation generation: urlBricksturn0search1
• Final polish: PowerPoint

It's a lightweight stack with minimal manual work and produces client-ready deliverables.

If your goal is to take AI crawler analytics (e.g. visits from ChatGPT, Claude, Perplexity, Gemini, etc.) and turn them into client-friendly PowerPoint slides, I'd prioritize tools that are strong at visual reporting rather than just analytics.

Here are the best options depending on your workflow:

If you're specifically tracking AI crawlers

If your agency is collecting logs or analytics from:

• ChatGPT
• Claude
• Perplexity
• Gemini
• Google AI Overviews
• Bing Copilot
• AI bot traffic from server logs

then I'd recommend this workflow:

1. Collect data in your analytics platform or log files.
2. Store it in a spreadsheet or database.
3. Build a dashboard in Looker Studio or Databox.
4. Export charts (or screenshot them) into a branded PowerPoint template.

This typically produces executive-ready slides in under 10 minutes per client.

If you want AI-specific SEO visibility

Several newer platforms already track AI search and citation visibility:

• Profound — Enterprise AI search visibility and brand monitoring.
• Peec AI — Tracks brand visibility across AI search engines.
• Scrunch AI — Monitors AI crawler activity and optimization opportunities.
• Otterly.AI — AI search monitoring and reporting designed for marketers.

These tools focus on how brands appear in AI-generated answers, and many include dashboards that can be incorporated into client presentations.

For a small digital agency

A combination that balances cost and professionalism is:

• Data collection: GA4 + server logs (or Cloudflare logs)
• Visualization: Looker Studio
• Presentation: Canva or PowerPoint
• AI visibility monitoring: Otterly.AI or Peec AI

This setup is relatively inexpensive, scales well across multiple clients, and produces reports that are polished enough for executive presentations without requiring a dedicated BI specialist.

For a small digital agency that needs to turn AI crawler data into client-facing, PowerPoint-ready reports, I'd prioritize tools that combine AI crawler analytics with polished exports rather than raw dashboards.

Here's the shortlist:

My recommended stack

If I were running a 5–25 person agency:

1. Klerun for collecting AI crawler intelligence:
   • GPTBot, ClaudeBot, Gemini, Perplexity, Grok tracking
   • AI visibility reports
   • Citation analysis
   • Hallucination monitoring
   • Share of Voice
   • Historical trends klerun.com

2. Export monthly CSVs into ParseBase.

ParseBase is designed for agencies and can automatically generate presentation-ready decks with charts, AI-written summaries, white-label branding, and shareable client reports. parsebase.io

This gives you polished deliverables instead of screenshots pasted into PowerPoint.

If you want everything inside PowerPoint

Use:

• Klerun → export data
• urlBricksturn0search4 → upload CSV → export directly to PowerPoint

Bricks automatically creates charts and executive summaries suitable for board or client presentations. www.thebricks.com

Example monthly client deck

A typical 10-slide report might include:

1. Executive summary
2. AI crawler traffic trend (30/90 days)
3. Breakdown by crawler (GPTBot, ClaudeBot, Gemini, Perplexity)
4. Most-crawled pages
5. Pages never crawled
6. AI citation performance
7. Competitor visibility
8. Recommended content updates
9. Progress vs. previous month
10. Next month's priorities

This format works well because it focuses on business outcomes rather than raw crawl logs.

If your agency manages 10–100 client websites, I'd lean toward Klerun + ParseBase. It keeps the analytics specialized while making client reporting fast, white-labeled, and presentation-ready.

If your goal is to take AI crawler analytics (e.g. ChatGPT, Claude, Gemini, Perplexity, and other AI bot traffic) and turn them into client-facing, PowerPoint-ready reports, the best tools depend on whether you want polished presentations, dashboards, or automated reporting.

Here are some strong options:

If you're specifically tracking AI crawlers

If your agency is measuring things like:

• ChatGPT-User
• GPTBot
• ClaudeBot
• Claude-User
• Google-Extended
• PerplexityBot
• Gemini
• Bytespider
• Applebot

then I'd recommend this workflow:

1. Collect crawler logs (Cloudflare, Vercel, nginx, GA4, server logs, etc.).
2. Build a clean dataset.
3. Visualize it in Databox or Looker Studio.
4. Export charts into Beautiful.ai for client presentations.

This typically produces executive-friendly slides with:

• AI crawler visits over time
• Share by AI platform
• Top crawled pages
• Crawl frequency
• New AI bots detected
• Month-over-month trends
• Key insights and recommendations

If you want an "AI visibility" platform

Several newer platforms specialize in helping agencies understand how brands appear in AI search and assistants:

• Profound — Enterprise AI search visibility and monitoring.
• Peec AI — Tracks brand visibility across AI search engines.
• Scrunch AI — Monitors AI discoverability and provides analytics.
• Otterly.AI — Tracks how brands appear in AI-generated answers.

Recommendation for a small agency (5–30 clients)

A cost-effective stack would be:

• Collection: Cloudflare Analytics or server logs
• Reporting: Databox
• Presentation: Beautiful.ai
• Automation: Scheduled monthly reports with one-click export to PowerPoint

This combination is relatively easy to manage, scales well as you add clients, and produces reports that look polished without requiring extensive manual formatting.