Analyze AI - AI Search Analytics Platform
Analyze AIvsAirOps

Analyze AI vs AirOps

AirOps helps teams execute AI search and content workflows at scale. Analyze AI gives you the full AI search operating console — visibility, citations, traffic attribution, conversions, content optimization, agents, Sheets, and brand governance in one platform.

See Analyze AI in action
Visibility Score
92+8 vs AirOps
Analyze
AirOps
Prompts tracked
1,200+Limited
Citation mapping
✓—
Traffic attribution
✓—
AI Engine Coverage
Analyze AI vs AirOps
ChatGPT
✓
✓
1,247
Perplexity
✓
—
863
Claude
✓
—
512
Gemini
✓
✓
438
Copilot
✓
—
291
Analyze AI AirOpssessions/mo
AI Traffic
2,847sessions
Sentiment
8.4 /10

From content engineering platform to AI search operating console.

AirOps is one of the strongest platforms in the AI search and AEO category — built around visibility, content refresh, content creation, offsite mentions, workflows, brand context, and Quill, its AI agent captain. Analyze AI starts from measurement: how AI engines rank your brand, who they recommend instead, which sources they cite, which pages receive AI traffic, and which visits convert — then gives you the execution layer to act on those insights.

tryanalyze.ai
Best Salesforce alternatives for enterprise CRM...
ChatGPT
Gemini
Perplexity
Copilot
Brand Rankings
#1HubSpot CRM
82%
#2Zoho CRM
64%
#3Pipedrive
51%
#4Your Brand
38%
Sources
4sources
Blog
Website
Review
Social
Your Brand — Mentioned In
ChatGPT#4
GeminiNot cited
Perplexity#3
CopilotNot cited
Top Cited Sources
DomainCitationsEngines
g2.com/reviews124/4
hubspot.com/blog93/4
capterra.com73/4
yourbrand.com32/4

Analyze AI vs AirOps

See what Analyze AI tracks end-to-end — and where AirOps' content engineering model overlaps.

Analyze AIAnalyze AI
AirOpsAirOps

Tracks brand visibility in AI engines

Prompt-level brand rankings

Real traffic from AI engines (GA4-based)

Page360 positioning

Traffic trends by AI engine

Broader performance view

Pages that get AI traffic

Page-level content health

Conversions from AI traffic

️ Case-study proof, not always core product framing

Citation mapping by source URL and domain

Citation gaps

Competitor AI visibility tracking

Share of voice

Sentiment analysis

Brand perception / narrative map

Not clearly positioned in the same way

Content Writer (idea → research → outline → draft)

Content creation workflows

Content Optimizer (score, AI comments, rewrite)

Content refresh workflows

Content refresh workflows

Offsite / third-party source opportunities

Offsite product

Ad hoc prompt testing

Not clearly emphasized

Agent Builder (custom AI workflows)

Workflows + Quill

Workflow triggers (manual, scheduled, webhook)

️ Workflows / automation

180+ workflow nodes (AI, SEO, GA4, GSC, CRM, CMS, exports)

Not clearly published as node inventory

34 pre-built marketing data recipes

Not clearly published as recipe inventory

Brand Vault (voice, proof, claims injected into every output)

️ Brand Kit / brand context

Sheets (operating tables for agents at scale)

️ Workflow execution, not framed the same way

Run agents at scale across hundreds of rows

Scale execution positioning

Agent columns (classify, score, summarize per row)

Not clearly positioned in same table-layer framing

Human review layer (approve / reject / assign)

Exports (DOCX, PDF, CSV, Markdown, HTML)

Content workflow outputs

CRM & CMS integrations

Webhook automation (forms, CRM, CMS, inbound email, deal changes)

Not clearly emphasized publicly

Weekly email briefings

️ Reports / workflows

Community, training, services

️ Emerging / product-led
Strong AirOps advantage

Managed services for AEO strategy

️ Partner / service motion
Strong AirOps advantage

Setup effort

Low
️ Medium / guided implementation

Best fit

AI search analytics + operating console
AI search content engineering + execution
The Analyze AI Features

See what AI sees

Track how every engine answers, who it recommends, where traffic lands, and which sources it trusts.

1

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 More
Competitor Rankings
AI Prompt Share
1HubSpot
84%
2Salesforce
71%
3Your Brand
52%
4Pipedrive
48%
5Zoho CRM
36%
Prompt Losses
14+3 this week
2

Turn 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 More
Visibility ScoreLast 30 days
51%avg across engines
ChatGPT
72%
Gemini
45%
Perplexity
88%
Copilot
--
ChatGPT
Gemini
Perplexity
Copilot
Blind Spots Found
5
across 4 engines
3

Win 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 More
Top Cited Sources
Citation Map
g2.com/reviews
34 cites
hubspot.com/blog
28 cites
yourbrand.com
12 cites
capterra.com
9 cites
reddit.com/r/saas
7 cites
Uncited Gaps
3ready to earn
83
Total Cites
5
Domains
12
Your Cites
4

Understand 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
AI Narrative → Your Brand
Sentiment
PositiveIntuitive onboarding, stro...68%
NeutralMid-market pricing, ente...22%
RiskLimited integrations cited10%
AI Quote

“Known for intuitive UX and responsive customer support...”

- ChatGPT, Apr 2
5

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 More
AI Search Traffic
2,847+34%
Sessions this month
2.8k
Sessions
128
Converts
$184k
Pipeline
+41%
MoM Pipeline
6

Wake up to a plan every Monday

Prioritized actions, citation changes, and competitor shifts in AI — delivered to your inbox without logging in.

Find Out More
Weekly Digest → Monday
Priority Actions
HighCompetitor X overtook you on 3 prompts
HighNegative pricing narrative on Gemini
Med2 new citation opportunities on G2
LowAI traffic up 12% WoW
2,564
Completed
Email Preview

Shape what AI says

Write content that gets cited by AI. Optimize what it ignores. Control the narrative.

https://yourbrand.com/blog/best-crm-tools
Audit
78/ 100
+12pts
Citations6/10
Structure9/10
Entity4/10
Suggestions
!Add pricing comparison table
△Include competitor mentions
△Expand "integration" section
✓Structured data detected
✓Clear heading hierarchy

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.

AI Content Editor
BIUH
AI Assist
1
Best CRM Alternatives for Enterprise Teams
2
3
When evaluating CRM platforms, enterprise
4
buyers prioritize integration depth, custom
5
workflows, and data sovereignty.CITED
6
7
Key alternatives include HubSpot, Zoho, and
8
Pipedrive — each with distinct strengths.GAP
AI Suggestion

Add a pricing comparison table here to improve citation likelihood by 3x.

1,240 wordsScore: 82
3 cited2 gaps

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.

Best project management tools for startups
ChatGPT#3
Asana
Monday.com
Your Brand
ClickUp
Perplexity#1
Your Brand
Notion
Asana
Monday.com
GeminiNot cited
Monday.com
Asana
ClickUp
Notion
Visibility across 3 engines
67%2/3 cited

Test 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.

AI Citation Preference
This month
Blog Posts
42%
Documentation
31%
Product Pages
18%
Reviews
7%
Social Media
2%
Trending Topics
CRMautomationintegrationpricingenterprise
By Engine4engines
ChatGPT35%
Gemini28%
Perplexity22%
Copilot15%

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.

Executive Summary
AI Visibility
72%+8%
Citations
1.2K+24%
Sentiment
84%-2%
Visibility TrendLast 8 weeks
W1W2W3W4W5W6W7W8

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.

Only on Analyze AI

The AI search analytics layer AirOps does not lead with

AirOps is strong at content engineering, workflow execution, and guided AI search programs. Analyze AI gives you the analytics-first operating console underneath: visibility, citations, AI traffic, conversions, competitor movement, perception, agents, Sheets, and weekly action plans.

1

Attribute AI search to real traffic and conversions

Do not stop at visibility, mentions, or citation lift. Analyze AI shows which AI engines send sessions, which landing pages receive traffic, and which visits become pipeline — so your team can prove AI search is not just brand presence.

Find Out More
Run outputs
6 actions delivered
  1. Executive reportPDF
  2. Content briefDOCX
  3. CMS draftWordPress
  4. Outreach emailMailchimp
  5. CRM noteHubSpot
  6. Slack alert#growth
Destinations
60+connected
6
Formats
26
CRM ops
5
CMS apps
2

Build agents that act on your visibility, traffic, and citation data

180+ nodes, three trigger modes, and 34 pre-built data recipes — pre-wired to your visibility data, GA4, GSC, CRM, CMS, and Brand Vault. Build agents that act on prompt losses, citation gaps, page drops, competitor shifts, and weekly executive reporting.

Find Out More
Agent Workflow
Visibility regression
  1. Trigger
    Schedule · Mon 7 AM
    01
  2. Data
    visibility-losers recipe
    02
  3. AI
    Prompt LLM · counter-brief
    03
  4. Action
    Export DOCX · Slack the team
    04
Last run
2mago
180+
Nodes
34
Recipes
3
Triggers
3

Run the same agent across hundreds of rows

Use Sheets as the operating table for agent workflows. Every URL, company, keyword, prompt, competitor, article, author, lead, or content idea becomes a row an agent can research, enrich, score, draft, and route in parallel.

Find Out More
URL audit · 500 rows
Sheet · running
URLScoreStatus
/blog/crm-guide92done
/vs/salesforce88done
/product/api85running
/pricing64running
/blog/ai-trends58queued
Briefs scored
38of 500
500
Rows
8
Columns
64%
Complete
4

Govern the narrative before scaled execution creates drift

Brand Vault injects your voice, proof, claims rules, required phrases, disallowed phrases, and competitor contrast into every output. That means scaled content, reports, briefs, and outreach stay tied to the message your company actually wants to own.

Find Out More
Brand Vault
12 blocks · injected
Tone & Style
Confident · Direct
Proof Points
12 customer stories
Competitor Contrast
vs Salesforce · HubSpot
Required Phrases
8 approved
Disallowed Phrases
3 must-avoid
Preferred CTAs
Book demo · Free trial
On-brand
96%first pass
12
Blocks
8
Required
3
Disallowed

Trusted by marketing teams driving AI growth.

Gilbert Igor

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

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.

WhatIsThatMovie
Yannick Kok

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!

Nebor

Insights & Guides

Practical guides to help you improve your brand's visibility and performance across AI platforms.

April 6, 2026
How To Rank On Perplexity AI (Based On Analysis Of 65,000 Prompt Citations)

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.

April 6, 2026
How To Rank On ChatGPT (Based On Analysis Of 65,000 Prompt Citations)

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.

April 6, 2026
How To Outrank Competitors In AI Search: Based on 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.

questions & answers

Analyze AI vs AirOps: FAQ

Common questions about choosing between Analyze AI and AirOps for AI search visibility, content workflows, and agent execution.

What is the main difference between Analyze AI and AirOps?

The main difference is that AirOps is built around AI search execution and content engineering, while Analyze AI is built around the full AI search operating console. Analyze AI tracks visibility, citations, traffic, conversions, competitors, content opportunities, brand perception, and then gives you Content Writer, Content Optimizer, Agent Builder, Sheets, Brand Vault, and exports to act on those insights.

Does AirOps track AI visibility?

Yes. AirOps tracks AI search visibility across platforms like Google AI Overviews, ChatGPT, Gemini, and Perplexity, and it connects visibility insights to content workflows and prioritized actions. Analyze AI also tracks AI visibility, but puts heavier emphasis on attribution, page-level traffic, conversions, prompt rankings, citation mapping, brand perception, and action planning in one console.

Which platform is better for content engineering?

AirOps is strong if your main problem is scaling AI search content execution: refreshing pages, creating new content, running workflows, and building a content program around AEO. Analyze AI is stronger if your content work needs to start from analytics: prompt losses, competitor rankings, cited sources, AI traffic, conversions, sentiment, and brand perception.

Does Analyze AI have workflows and agents like AirOps?

Yes. Analyze AI includes Agent Builder and Sheets. Agent Builder lets teams create workflows, while Sheets lets teams run those workflows across hundreds of rows. Analyze AI agents can use visibility data, GA4, GSC, SEO data, Brand Vault, CMS, CRM, exports, logic, and more.

Is Analyze AI only a monitoring dashboard?

No. Analyze AI includes monitoring, content writing, content optimization, Brand Vault, Agent Builder, Sheets, exports, integrations, weekly email briefings, and prioritized action plans. The dashboard shows what is happening. The operating layer helps your team act on it.

Which platform is better for AI traffic attribution?

Analyze AI is stronger if attribution is the priority. It is built to show traffic from AI engines, trends by engine, landing pages receiving AI traffic, and conversions from AI-driven visits. AirOps does connect AI search, SEO, and GA4 data through Page360, but its public positioning is more focused on content execution, workflows, and improving visibility.

Which platform is better for agencies?

AirOps is relevant for agencies that want to build AI search content programs, execute content refreshes, and use managed or guided workflow systems. Analyze AI is better for agencies that want AI visibility tracking, citation analysis, traffic attribution, client reporting, content recommendations, and execution workflows in one product.

Can Analyze AI help with third-party citation opportunities?

Yes. Analyze AI maps the URLs and domains AI engines cite in your category, including competitor sources and citation gaps. AirOps also has a strong offsite positioning, including identifying third-party publishers AI systems reference and measuring the impact of placements.

Can Analyze AI run work across hundreds of rows?

Yes. Sheets lets teams run agent workflows across URLs, companies, keywords, competitors, prompts, articles, authors, leads, accounts, and content ideas. This is useful when the same workflow needs to be repeated at scale.

Who is Analyze AI best suited for?

Analyze AI is best for marketing teams, agencies, growth teams, SEO teams, and content teams that need to measure AI search performance, prove AI traffic, close citation gaps, improve content, and operationalize the work from one platform.

Can I use Analyze AI alongside AirOps?

Yes. A team could use AirOps for content engineering and guided AI search execution while using Analyze AI for AI visibility analytics, traffic attribution, citation mapping, competitor monitoring, and action planning.
Get Ahead Now

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.

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0 new citations

found this week

#3

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.

Last 7 daysAll AI ModelsAll Brands
Visibility

% mentioned in AI results

Mar 11Mar 14Mar 17
Sentiment

Avg sentiment (0–100)

Mar 11Mar 14Mar 17
SalesforceHubspotZohoFreshworksZendesk