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Analyze AI vs SlateAnalyze AI vs Slate
Slate helps content, web, and SEO teams build workflows, deploy agents, and run content operations at scale. Analyze AI gives you the full AI search growth system — visibility, citations, traffic attribution, content optimization, agents, Sheets, and brand governance in one console.
From content workflow automation to AI search growth platform.
Slate is built for content, web, and SEO teams that want to automate production work — building workflows, deploying agents, refreshing content, interlinking, generating images, publishing to a CMS, and running work across hundreds of pages. Analyze AI also has an execution layer, but it starts from AI search performance — where your brand appears, who AI recommends instead, which sources it cites, which pages get AI traffic, and what to do next.
ChatGPT
Gemini
Perplexity
CopilotAnalyze AI vs Slate
See what Analyze AI tracks end-to-end — and where Slate's content workflow automation stops.
Analyze AISlateTracks brand visibility in AI engines
Prompt-level brand rankings
Real traffic from AI engines (GA4-based)
Traffic trends by AI engine
Pages that get AI traffic
Conversions from AI traffic
Citation mapping by source URL and domain
AI citation gaps
Competitive monitoring
Sentiment analysis
Brand perception / narrative map
Content Writer (idea → research → outline → draft)
Content Optimizer (score, AI comments, rewrite)
Content refresh workflows
Interlinking workflows
Image generation
CMS publishing
Programmatic SEO workflows
Ad hoc prompt testing
Agent Builder (custom AI workflows)
Workflow triggers (manual, scheduled, webhook)
180+ workflow nodes (AI, SEO, GA4, GSC, CRM, CMS, exports)
34 pre-built marketing data recipes
Brand Vault (voice, proof, claims injected into every output)
Sheets (operating tables for agents at scale)
Run agents at scale across hundreds of rows
Agent columns (classify, score, summarize per row)
Human review layer (approve / reject / assign)
Exports (DOCX, PDF, CSV, Markdown, HTML)
CRM & CMS integrations
Webhook automation (forms, CRM, CMS, inbound email, deal changes)
Weekly email briefings
Setup effort
Best fit
See what AI sees
Track how every engine answers, who it recommends, where traffic lands, and which sources it trusts.
Know who you're losing to — and on which prompts
Stop guessing where competitors outrank you. See exactly who AI recommends instead of you, and why.
Find Out MoreTurn AI blind spots into opportunities
Visibility, sentiment, and position per prompt — broken down by AI. Spot where you're absent before competitors fill the gap.
Find Out MoreWin the sources AI trusts most
See every URL and domain AI cites in your space. Find the gaps and earn the citations that drive recommendations.
Find Out MoreUnderstand how AI frames your brand
See the exact narrative AI builds about you and your competitors. Get counter-strategies and the proof behind every claim.
Find Out More“Known for intuitive UX and responsive customer support...”
Prove AI is driving pipeline
See how many visitors come from AI — and which pages they land on. Finally, numbers your CMO will care about.
Find Out MoreWake up to a plan every Monday
Prioritized actions, citation changes, and competitor shifts in AI — delivered to your inbox without logging in.
Find Out MoreShape what AI says
Write content that gets cited by AI. Optimize what it ignores. Control the narrative.
Audit any page for AI and search performance
Paste a URL. Get a content score, argument gaps, and line-by-line suggestions to make it visible to AI and search engines.
Add a pricing comparison table here to improve citation likelihood by 3x.
Create content built to get cited by AI
Go from idea to research to outline to draft — with AI visibility gaps, competitor analysis, and editorial comments baked into every step.
ChatGPT#3Perplexity#1GeminiNot citedTest any prompt in AI before you commit
Run a one-off search in AI to see who shows up. Validate ideas before building a full tracking campaign.
Know what content types AI prefers to cite
See whether AI favors blogs, product pages, reviews, or docs in your space. Create the formats that actually get picked up.
Walk into any meeting with answers
Clean, focused reports on your AI performance with no vanity metrics. When leadership asks "how are we doing in AI?" — you already know.
The AI search intelligence layer Slate does not lead with
Slate is strong at content workflows, agents, Sheets, and publishing. Analyze AI gives you the AI search intelligence layer underneath those workflows: visibility, traffic, citations, conversions, competitor movement, and brand perception.
Start every workflow from AI search reality
See where AI engines rank you, who they recommend instead, which sources they cite, and which pages receive traffic before deciding what to create, refresh, publish, or report on.
Find Out More- 01TriggerSchedule · Mon 7 AM
- 02Datavisibility-losers recipe
- 03AIPrompt LLM · counter-brief
- 04ActionExport DOCX · Slack the team
Connect AI visibility to real traffic and conversions
Do not stop at mentions or prompt coverage. Analyze AI shows which AI engines send sessions, which landing pages receive traffic, and which visits become pipeline.
Find Out More- Executive reportPDF
- Content briefDOCX
- CMS draftWordPress
- Outreach emailMailchimp
- CRM noteHubSpot
- Slack alert#growth
Use agents on top of visibility, traffic, and citation data
Build agents that act on visibility drops, citation gaps, prompt losses, content decay, competitor shifts, and weekly executive reporting — not only content production tasks.
Find Out MoreGovern the narrative, not just the workflow
Brand Vault injects your voice, proof, claims rules, required phrases, disallowed phrases, and competitor contrast into every output, so scaled content does not create positioning drift.
Find Out More
Trusted by marketing teams driving AI growth.
Gilbert Igor
We're now observing a 5% conversion rate from AI search traffic and we can attribute it down to the source page and medium. Our goal is to double down on Analyze AI's recommendations to reduce our over-reliance on Google.
Gilbert Igor
Marketing Coordinator, Kylian
Justin Ahinon
Owner, What Is That Movie
“Google has been quite unreliable since the creation of What Is That Movie.”
We've been using Analyze AI to diversify our traffic sources and have been using their recommendations to boost our AI SEO traffic by 35% month-over-month.
Yannick Kok
Cofounder, Nebor
“Analyze AI doesn't only help you understand how visible your brand is vs your competitors in the LLM's, it also points you in the right direction for improving this visibility.”
That opens up the black box and is super powerful for any marketer!
Insights & Guides
Practical guides to help you improve your brand's visibility and performance across AI platforms.
How To Rank On Perplexity AI (Based On Analysis Of 65,000 Prompt Citations)
Discover how to rank on Perplexity AI with insights from 65,000 prompt citations based on real citation data.
How To Rank On ChatGPT (Based On Analysis Of 65,000 Prompt Citations)
Discover proven strategies to rank on ChatGPT using insights from 65,000 prompt citations backed by real citation data.
How To Outrank Competitors In AI Search? (Based on Real Citation Data)
Discover proven strategies to outrank competitors in AI search using real citation data and actionable insights for higher visibility.
Analyze AI vs Slate: FAQ
Common questions about choosing between Analyze AI and Slate for AI visibility, content workflows, and agent execution.
What is the main difference between Analyze AI and Slate?
Does Slate track AI visibility?
Which platform is better for content operations?
Does Analyze AI have workflows and agents like Slate?
Is Analyze AI only a monitoring dashboard?
Which platform is better for agencies?
Can Analyze AI run work across hundreds of rows?
Can Analyze AI publish or export work?
Who is Analyze AI best suited for?
Start winning the prompts that drive pipeline
See where you rank, where competitors beat you, and what to do about it — across every AI engine.
0 new citations
found this week
on ChatGPT
↑ from #7 last week
+0% visibility
month-over-month
Competitor alert
Hubspot overtook you
Hey Salesforce team,
In the last 7 days, Perplexity is your top AI channel — mentioned in 0% of responses, cited in 0%. Hubspot leads at #1 with 0.2% visibility.
% mentioned in AI results
Avg sentiment (0–100)