Independent product profile

Analyze

An AI search analytics platform that tracks daily prompts across AI engines to report brand ranking, sentiment, and citation sources, ties AI-referred traffic to GA4 conversions and pipeline, and includes content-writing and content-optimization workflows to close the gap.

Verified Jul 2026·AI Visibility Monitoring·from $99/mo·8 engines

Entry price
from $99/mo
AI coverage
8 engines
Free trial
Available
Collection
Scheduled automated prompt runs (daily by default) per tracked prompt/cluster, per FAQ: 'For each tracked prompt/cluster: full answer text, citations/domains, your presence and position, co-mentioned brands, sentiment, and engine metadata.' Ad-hoc one-off prompt runs are also available on demand. GA4 connection (optional, no code required) adds session/landing-page/pipeline attribution on top.

Product overview

What is Analyze?

Analyze AI runs a daily schedule of tracked prompts (plus on-demand ad-hoc prompts) across AI engines, recording for each one the full answer text, brand position, co-mentioned competitors, sentiment, and which domains got cited.

It connects to GA4 to attribute AI-referred sessions to specific engines, landing pages and pipeline/revenue, and ships a Content Writer and Content Optimizer to draft and score content aimed at earning citations, plus a weekly email digest of prioritized actions.

It also runs an MCP server so Claude and ChatGPT can query the platform's data directly.

Based on its published feature set, Analyze brings brand mention monitoring, citation tracking, sentiment analysis, competitor benchmarking, prompt discovery, and share-of-voice reporting into one workflow, with 6 more verified capabilities documented below.

How it measures AI visibility

The recorded coverage spans ChatGPT, Google AI Mode, Perplexity, Gemini, Claude, Microsoft Copilot, DeepSeek, and Grok. Measures with Scheduled automated prompt runs (daily by default) per tracked prompt/cluster, per FAQ: 'For each tracked prompt/cluster: full answer text, citations/domains, your presence and position, co-mentioned brands, sentiment, and engine metadata.' Ad-hoc one-off prompt runs are also available on demand. GA4 connection (optional, no code required) adds session/landing-page/pipeline attribution on top..

ChatGPT logoChatGPTGoogle AI Mode logoGoogle AI ModePerplexity logoPerplexityGemini logoGeminiClaude logoClaudeMicrosoft Copilot logoMicrosoft CopilotDeepSeek logoDeepSeekGrok logoGrok

Confirmed boundaries

The published product does not include content publishing, off-site citation building, outreach, AI crawler analytics, A/B testing, and AI advertising. Those are verified absences, not missing research.

Who it's for

Best for

Per FAQ 'Who should use Analyze AI?': marketing & SEO leaders proving impact and prioritizing content; content teams needing prompt-level gaps and citation targets; comms/brand teams monitoring narrative and risk terms; growth & RevOps connecting AI visibility to pipeline and revenue.

Skip if

Does not auto-publish content to the customer's site — FAQ: 'For improvement work, we provide clear briefs your team can implement in your CMS.' Does not require any code or site install to start (FAQ: 'No code is required to start'), which also means no crawler/bot-hit analytics feature was found. The docs list a dedicated MCP page titled 'Limits & what it can't do,' confirming the vendor documents its own MCP boundaries, but that page's body text wasn't captured in the raw harvest so its specifics aren't in this record.

“"Most GEO tools stop at screenshots of mentions. AI search analytics goes further: Tracks appearance + placement + sentiment across engines; Attributes AI referrals to sessions, pages, and conversions via GA4; Adds competitive and citation context; Guides specific improvements (entities, sources, gaps) rather than generic scores." — home page FAQ, 'How is Analyze AI different from GEO tools?'”

Analyze, from their site
PlanPriceEngines
Growth$99/mo3 of 8ChatGPT logoChatGPTGoogle AI Mode logoGoogle AI ModePerplexity logoPerplexity
Pro$250/mo4 of 8not specified
CustomCustom—

What $99/mo actually buys

Analyze supports 8 engines across its plans, but the Growth tier tracks 3. The coverage list is the whole product — not the entry plan.

Capabilities

18/20 answered

What it does

12 of 20
Monitors brand mentionsYes
Tracks citationsYes
Sentiment analysisYes
Competitor benchmarkingYes
Prompt discoveryYes
Share of voiceYes
Recommends fixesYes
Writes contentYes
Publishes contentDoesn't
Builds off-site citationsDoesn't
Does outreachDoesn't
Generates schema / llms.txtYes
AI crawler analyticsDoesn't
Traffic attributionYes
Revenue attributionYes
A/B testingDoesn't
Geo segmentationYes
AI advertisingDoesn't
Technical auditNot published
Product catalogue optimisationNot published

Where it runs

2 of 6
Web appYes
Chrome extensionDoesn't
Public APIDoesn't
MCP serverYes
Slack appDoesn't
Requires a script on your siteDoesn't

What you get out

3 of 11
Google SheetsYes
Scheduled reportsYes
Email alertsYes
Slack alertsDoesn't
CSV exportNot published
JSON exportNot published
+5 not published
PDF reportsNot published
Looker StudioNot published
White-label reportsNot published
Shareable dashboardsNot published
Webhook alertsNot published

Agencies & teams

0 of 3
Multiple brandsNot published
Client sub-accountsNot published
+1 not published
Role permissionsNot published

Trust & compliance

2 of 4
GDPRYes
SSOYes
SOC 2Not published
ISO 27001Not published

Not published is not a no.Yes means it is on their site. Doesn't means we read a page that would list it and it wasn't there. A blank in their docs is a gap in ours — not a claim about their product.

Compare

Same research depth. One real difference on each row.

They name Ahrefs Brand Radar, HubSpot AEO, Google Looker Studio, Semrush AI Toolkit, Writesonic GEO, AthenaHQ, Profound, Peec AI, Surfer, Google Search Console, Ahrefs Agent A, Slate and AirOps as peers on their own site.

FAQ

How much does Analyze cost?
Analyze starts at $99/mo. The entry tier tracks 3 of 8 engines the product supports.
Which AI engines does Analyze cover?
Analyze tracks ChatGPT, Google AI Mode, Perplexity, Gemini, Claude, Microsoft Copilot, DeepSeek, Grok.
Does Analyze offer a free trial?
Yes.
What are alternatives to Analyze?
Tools checked to the same depth in this category include Profound, Peec AI, Otterly.ai, Scrunch.

Also in AI Visibility Monitoring

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