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Analyze AI vs Ahrefs Agent AAnalyze AI vs Ahrefs Agent A
Ahrefs Agent A helps marketers automate work with Ahrefs data. Analyze AI gives you the full AI search growth system — visibility, citations, traffic attribution, content workflows, agents, Sheets, and brand governance in one console.
From SEO agent to AI search growth platform.
Ahrefs Agent A is built around a powerful promise: give an AI marketing agent full access to Ahrefs data so it can help with SEO, content, technical fixes, brand visibility, and marketing analysis. Analyze AI goes further — it shows how AI engines mention your brand, which competitors appear beside you, which sources they cite, which pages receive AI traffic, which visits convert, and what to do next.
ChatGPT
Gemini
Perplexity
CopilotAnalyze AI vs Ahrefs Agent A
See what Analyze AI tracks end-to-end — and where Ahrefs Agent A's SEO-agent model stops.
Analyze AIAhrefs Agent ATracks 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)
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)
Backlink intelligence
Keyword database depth
Technical SEO dataset
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 operating layer Ahrefs Agent A does not give you
Ahrefs Agent A is useful when you want an AI marketer inside the Ahrefs ecosystem. Analyze AI gives you the visibility system, agent runtime, operating table, brand vault, and action layer underneath. Here's what that unlocks.
Build agents that act on AI search signals
180+ nodes, three trigger modes, and 34 pre-built data recipes — pre-wired to your visibility data, GA4, GSC, CRM, CMS, and Brand Vault. Ahrefs Agent A starts from Ahrefs data. Analyze AI starts from the full AI search growth loop.
Find Out More- 01TriggerSchedule · Mon 7 AM
- 02Datavisibility-losers recipe
- 03AIPrompt LLM · counter-brief
- 04ActionExport DOCX · Slack the team
Run the same agent across hundreds of rows
An operating table where every URL, company, keyword, prompt, competitor, or content idea is a row an agent can research, enrich, score, draft, and route in parallel.
Find Out MoreEvery output reflects your voice, proof, and rules
12 vault blocks — tone, proof, claims rules, required and disallowed phrases, competitor contrast, and preferred CTAs — injected into every run. Outputs land on-brand on the first pass.
Find Out MoreEvery run becomes a real artifact, not another SEO report
Push to WordPress, Notion, Sanity, HubSpot, Mailchimp. Export to DOCX, PDF, CSV, Markdown, and HTML. Alert the team. Assign the work. Move from insight to action.
Find Out More- Executive reportPDF
- Content briefDOCX
- CMS draftWordPress
- Outreach emailMailchimp
- CRM noteHubSpot
- Slack alert#growth
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 Ahrefs Agent A: FAQ
Common questions about choosing between Analyze AI and Ahrefs Agent A for AI search, SEO automation, and content workflows.
What is the main difference between Analyze AI and Ahrefs Agent A?
Does Analyze AI replace Ahrefs or Ahrefs Agent A?
Does Ahrefs Agent A track AI visibility?
Which product is better for SEO data?
Which product is better for content teams?
Can Analyze AI run agents too?
Who is Analyze AI best suited for?
Can I use Analyze AI alongside Ahrefs?
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)