Analyze AI - AI Search Analytics Platform
AI perception map

See who is visible, who is trusted, and where you can win

Plot brands by visibility and narrative strength in one view. Spot the leaders, the weak spots, and the whitespace where your brand can gain ground.

See My Perception Map
Narrative Shifts
2this week
Pricing fairness
Ease of use
AI capabilities
Brand Narrative
AI Perception Health
PositioningStrong
Accuracy1 issue
SentimentPositive
Narrative DriftStable
mid-marketAI-poweredanalyticsease of useautomation
Overall Score
B+perception
Risk Alerts
1 active
CUSTOMERS

These are some of our customers

Kylian
Nebor
Fuel50

See the market more clearly than a rankings table can show

Understand not just who appears most often, but who is both visible and compelling, where your brand sits today, and where the strongest opportunities to shift perception may be.

Perception MapAll AI engines
Narrative StrengthVisibility
Strong / VisibleWeak / Hidden
You
HubSpot
Salesforce
Pipedrive
Zoho
1
You
2
HubSpot
3
Salesforce
4
Pipedrive
5
Zoho

Whole landscape

See the competitive landscape in one visual

Map brands by visibility and narrative strength so you can see who is both seen and compelling, who is visible but weak, and where whitespace exists.

Brand vs BrandSide by side
Metric
Y
Your Brand
H
HubSpot
Visibility
56%
82%
Sentiment
78%
71%
Position (avg)
#3.2
#1.8
Engines present
4/5
5/5
Citations
12
28
Narrative strength
72%
68%
Prompt coverage
18/24
22/24
Source authority
64%
71%

AI positions you as more focused & innovative; them as broader & established.

You win on
sentimentnarrativeinnovation
They win on
visibilitycitationscoverageauthority
Your wins
2/8
Focus here
Gap trend
Gap closing

Beyond rank

Understand more than just rank

A brand can appear often and still tell a weak story. The perception map helps you distinguish presence from persuasive positioning.

AI Narrative SummaryYour brand
Positioning

AI describes you as a "mid-market CRM with strong analytics and AI-powered insights, best suited for teams outgrowing basic tools."

Key Themes
mid-marketease of useAI-poweredanalyticsautomationintegrations
Claims AI Attaches
Fastest implementation in category
Best for teams of 50-500
Limited enterprise customization

Inspect in place

Inspect any brand without leaving the view

Detail cards give you more context on rank, citations, prompt presence, and themes — more than a pretty quadrant chart.

Brand Co-mentions24 prompts analyzed
Mention frequency
H
HubSpot
22
S
Salesforce
19
Y
You
14
P
Pipedrive
11
Z
Zoho
8
M
Monday
5
Your rank#3 of 6
PromptPos.Co-mentioned with
best CRM for mid-market#3
HubSpotSalesforceYou
alternatives to HubSpot#2
PipedriveYouZoho
top sales platforms 2025
SalesforceHubSpotOutreach
enterprise CRM analytics#1
YouSalesforceSAP
CRM for SaaS companies#4
HubSpotYouPipedrive
sales automation tools
SalesforceMondayHubSpot
affordable CRM solutions#2
ZohoYouPipedrive

Your position

See where your brand sits right now

Your position on the map shows whether the problem is being unseen, being poorly framed, or both. Each scenario implies a different next move.

Engine ComparisonLast 7 days
78%
85%
62%
45%
31%
ChatGPT
Perplexity
Claude
Gemini
Copilot
EnginePos.SessionsTrend
ChatGPT
#21.4K
Perplexity
#11.8K
Claude
#4890
Gemini
#6620
Copilot
340
Avg. visibility60%

Per-engine view

Filter perception by engine when needed

Your position can change by platform. Engine-level views help you see whether the same brand looks stronger on one engine than another.

Clear quadrant labels

Each zone is named so the takeaway is obvious, not interpretation-heavy.

Movement-over-time views

Watch how brands shift position across different time ranges.

Theme chips per competitor

See which attributes AI most often associates with each brand.

Rising and falling themes

Notice which ideas are gaining traction before they become entrenched.

Case Study

How Kylian AI Drove 1k+/m Visits from AI SEO

The Analyze AI dashboard showed exactly which pages were converting. Top pages achieved conversion rates of 7–8%, far above the typical blog benchmark of 1–2%.

By August, the compounding effect was undeniable. AI referrals now make up 3% of all site traffic, spread across multiple AI engines.

5% Conversion Rate

From AI search traffic — far above the typical blog benchmark of 1–2%.

1,000+ Sessions/mo

AI-sourced sessions scaled from 200 in May to 1,000+ in November.

Multi-Engine Growth

Resilient growth spread across ChatGPT, Copilot, Claude, Gemini, and more.

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

Frequently Asked Questions

Answers to common questions about perception map in Analyze AI.

What is a perception map?

A 2x2 view that plots every brand in your category by visibility on one axis and narrative strength on the other, so you can see leaders, challengers, and whitespace at a glance.

How is narrative strength measured?

We score how positively and distinctively each brand is framed across AI engines, giving you a measure of how well the category 'advisor' is positioning them.

Can I see my position relative to specific competitors?

Yes. Every brand on the map is clickable so you can compare positioning head-to-head with any competitor you choose.

Does the map update over time?

Yes. You can replay the map month by month to see how your position — and your competitors' positions — have moved.

Is it useful for leadership reports?

Very. The perception map is a one-slide view of where you sit in the category, which makes it perfect for exec updates and board reports.

Can I filter by use case or engine?

Yes. You can scope the map to a specific use case, segment, or single AI engine to understand where you are strong in context.
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.

Operational in minutesCancel anytime

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