Category difference

We don't measure the click. We measure what AI believes.

AI visibility has three layers. Most tools stop at the first two.

Analytics tools

See the click

Someone arrived from ChatGPT. You see the visit, but never the answer that sent them.

Referrer: chat.openai.com
GEO crawler tools

See the mention

Counts where your brand name appears in AI answers and helps bots read your site. Stops at the headline.

Mentioned in 4 of 10 answers
Strajist

See what AI believes

Measures the identity each model has built for your brand, category, customer, claims, competitors, and maps every wrong sentence to a fix.

ChatGPT 78/100 · 3 factual errors · 1 fix

Strajist measures the belief AI has built about your brand, and turns every gap into a fix you can ship.

A closer look

Real views from inside the product

Individual panels, each one a slice of the live product.

Strajist visibility score bars per AI model

Per-model visibility

Exact share of voice in every major AI model, ChatGPT, AI Mode, Perplexity, Copilot and AI Overview.

AVG POSITION
Across tracked models
3.6
last 7 days
ChatGPT
#2.10.4
Gemini
#3.80.2
Perplexity
#2.90.1
AI Overview
#4.20.6
Copilot
#5.1 0.0
5 models · 320 promptslive

Average position

Where you rank in AI-generated lists, broken down per model.

AI perception health summary cards

Perception health

Weekly health score, aligned dimensions and the primary issue across all tracked models.

AI perception issues list

Issue breakdown

Categorized perception issues, factual, positioning, narrative, competitive, with model coverage.

Brand health donut with visibility, accuracy and sentiment cards

Brand health rollup

One ring shows brand health; visibility, accuracy and sentiment trend lines sit right next to it.

Visibility trend chart per AI model

Trend over time

Per-model mention rate plotted across a rolling window so regressions are caught early.

The Strajist Agent

It doesn't just measure, it closes the loop

Dashboards are nice; action is the job. The Strajist agent monitors, detects, recommends and ships fixes, all in one loop.

01

Monitor

Continuous scans across 8 AI models

Daily prompts run against ChatGPT, Gemini, Perplexity, Copilot, Claude, AI Mode, AI Overview and Grok. Mentions, position and sentiment captured automatically.

02

Detect

Drift, gaps and perception issues surface

The agent flags positioning drift, factual errors, competitor gains and narrative shifts, before they compound into lost pipeline.

03

Recommend

Concrete fixes with the signal behind them

Each recommendation cites the prompt, model and source that triggered it, so you know exactly why the agent is suggesting it.

04

Act

Push fixes to your stack or your team

Send actions to Slack, Linear, GitHub or your CMS. The agent closes the loop instead of leaving you with another report.

Action Center

From alert to live, see one recommendation up close

Every recommendation carries the triggering signal, the suggested fix, and the destination it can ship to.

strajist.app / action-center / REC-2418
OPEN
01 · SIGNAL

Positioning drift

Gemini and Perplexity are framing your brand as an 'SMB tool', across 12 prompts in the last 14 days.

gemini−18 SoV
perplexity−11 SoV
02 · RECOMMENDATION

Surface enterprise proof

Add Fortune 500 customer logos + GDPR/SOC2 badges to your homepage hero and /enterprise page.

Add 3 logos to hero
Update Organization schema
Refresh /enterprise meta
03 · SHIP TO

Push in one click

The agent reads closed tickets back and verifies the fix actually shifted perception.

Signature: Response Analysis

Every sentence AI says about you, examined, one by one

One wrong sentence does more damage than a perfect score can hide. Strajist scans every claim, traces its source, and writes the fix.

ChatGPT logo
ChatGPT
Prompt: "what is strajist"
"Strajist is an AI visibility platform used by marketing teams."
PartialCategory is partial, misses 'perception intelligence'.
"It tracks brand mentions across ChatGPT, Gemini and Perplexity."
WrongWrong, Strajist tracks 8 models, not 3.
"The company was founded in 2024."
CorrectVerified against your brand profile.
, never said ,
MissingMissing: target customer (enterprise marketing & brand teams).
ChatGPT brand accuracy: 62 / 100 · 2 fixes recommended
Every error traces back to your source content.
Perception Intelligence

Measure how AI sees you, and understand why

Mention counts are surface. The deeper layer: how your perception shifts over time, where models learn about you, and how competitors are positioned in the AI's mind.

Perception Drift

3 MONTHS AGO
"Enterprise-grade AEO platform"
THIS WEEK
"SMB visibility tracker" drift

Are models describing you differently than last quarter? See it as a concrete wording shift, not a vague feeling.

Source Attribution

yourdomain.com
42%
g2.com
23%
reddit.com
18%
techcrunch.com
11%
github.com
6%

Where do models actually learn about you? See the real substrate behind your perception.

Competitor Perception

Youyou
78
innovative · fast
Competitor A
84
established · expensive
Competitor B
52
cheap · basic

How are competitors labeled in the AI's mind? Spot positioning gaps you can own.

Read the full AI Perception Intelligence playbook
Integrations

Actions land in the tools your team already uses

Strajist doesn't park reports in another tab. It pings Slack, opens Linear tickets, leaves GitHub PR comments, or publishes straight to your CMS.

Slack
Linear
GitHub
Notion
Webflow
WordPress
Zapier
Teams
LinkedIn
NOTIFY
Slack, Teams, Notion

Drift alerts and weekly digests where your team already lives.

SHIP
Linear, GitHub, Zapier

Auto-open tickets and PR comments with the recommended fix attached.

PUBLISH
Webflow, WordPress, LinkedIn

Push schema, copy or content updates directly to your channels.

Integrations roll out progressively with the 2026 Q1 launch.

Roadmap · Prediction

Measuring today is the start. We're forecasting tomorrow.

Every week of accumulating perception data draws a trajectory for each model. Strajist forecasts how each model will see you, and how a single action will change that, before it happens.

  • Per-model perception trajectory forecasts
  • Source → perception causal modeling
  • Pre-action impact simulation
  • Competitor moves caught as early signals
4-week forecast
Brand accuracy score
ChatGPT+8
now 64Trending up on new comparison page72
Perplexity,
now 58Flat, needs a G2 citation to move58
Gemini+8
now 71Catching up via Google index refresh79
* Illustrative view. Forecasts validate against the next weekly measurement.
Business Outcome

One loop, from visibility to revenue

Strajist's reports don't end with metrics, they end with pipeline, closed drift, and fixes shipped to production.

+38%
Share of Voice lift

Average SoV gain across 8 models in the first 90 days of action-loop usage.

$2.4M
Pipeline attributed

Median annualized pipeline traced back to AI-sourced conversations on customer accounts.

−62%
Perception drift closed

Reduction in off-positioning answers after recommended fixes are shipped.

14 days
Time-to-first-fix

From onboarding to first agent-shipped fix landing in production.

Figures are median values from early-access customers post-2026 Q1 launch; results vary by industry and execution.

The Blind Spot in Your Marketing Stack

You're Tracking Everything, Except Where Customers Are Going

Your competitors are already showing up in ChatGPT recommendations. While you monitor Google rankings, AI is becoming the new front door for product research.

0.0B+

Monthly AI Users

People asking AI for recommendations

Statista, 2024

0%

Research via AI

Of users ask AI before purchasing

Salesforce Report

0%

Brands Tracking This

Are you one of the first?

Industry Average

The question isn't if AI will change how customers find you. It's whether you'll be visible when they ask.

Simple 3-Step Process

Get Started in Minutes

No complex setup. No technical expertise required. Just actionable AI visibility insights.

01

Define Your Prompts

Set up the questions your customers ask AI assistants about products and services in your category.

5 minutes to set up
02

Run Automated Tracking

Strajist AI queries multiple AI models with your prompts and collects real-time response data.

8 AI models tracked
03

Analyze Your Visibility

Get actionable insights on brand mentions, rankings, competitive share of voice, and trends.

Actionable insights daily

Ready to see how you appear in AI answers?

Start Your Free Trial

Built for Teams Who Care About Discovery

Whether you're a startup or enterprise, Strajist AI helps you understand your AI visibility.

Metrics That Matter

Strajist AI introduces new metrics designed specifically for the AI discovery era.

0-100

AI Visibility Score

A comprehensive score measuring how visible your brand is across AI-generated answers.

Market %

Share of Voice (AI)

Your brand's percentage of mentions compared to competitors in AI responses.

#1-10+

Average Position

Where your brand typically ranks in AI-generated lists and recommendations.

Why Trust Strajist AI?

We're pioneering a new category of brand intelligence for the AI era.

First-Mover Platform

Pioneering AI visibility tracking before it becomes an industry standard.

Real-Time Monitoring

Continuous tracking ensures you never miss changes in AI recommendations.

Multi-Model Coverage

Track across all 8 AI models, ChatGPT, Claude, Gemini, Perplexity, Grok, Microsoft Copilot, Google AI Mode, and Google AI Overviews, from one dashboard.

256-bit SSL Encryption
GDPR Compliant
99.9% Uptime SLA

Frequently Asked Questions

Everything you need to know about AI visibility and Strajist.

What is AI Visibility?
AI Visibility refers to how often and prominently your brand appears in AI-generated answers from platforms like ChatGPT, Claude, Gemini, Perplexity, Grok, Google AI Mode, and Google AI Overviews when users ask questions related to your industry. Unlike traditional search rankings, AI visibility measures your presence in conversational responses.
How does Strajist AI track AI visibility?
Strajist AI runs automated queries across multiple AI models using prompts that reflect how your customers actually search. It then analyzes the responses to measure brand mentions, ranking positions, share of voice, and sentiment. The platform continuously monitors changes and alerts you to significant shifts.
Which AI models does Strajist AI support?
Strajist AI tracks visibility across 8 major AI platforms: ChatGPT (OpenAI), Claude (Anthropic), Gemini (Google), Perplexity, Grok (xAI), Microsoft Copilot (Microsoft), Google AI Mode, and Google AI Overviews. We continuously add support for new models as they become significant sources of brand discovery.
Why is AI visibility important for my brand?
With over 4.2 billion monthly users relying on AI assistants for product research and recommendations, brands that don't appear in AI answers are becoming invisible to a massive and growing audience. AI visibility is quickly becoming as important as traditional SEO and brand monitoring.
How is AI visibility different from traditional SEO?
Traditional SEO focuses on ranking in search engine results pages with links users can click. AI visibility measures how AI models recommend and mention your brand in conversational answers, which often synthesize information from multiple sources without traditional links. Both are important, but they require different strategies.
How quickly can I see results after signing up?
You'll see your first AI visibility insights within minutes of setting up your tracking prompts. Strajist AI immediately begins querying AI models and analyzing responses. Trend data and competitive benchmarks become more valuable over time as the platform collects historical data.
What's the ROI of tracking AI visibility?
Brands using Strajist AI report an average 47% increase in AI visibility within 3 months. When your brand appears in AI answers, you capture demand at the moment of decision. One of our clients found that improving their AI visibility from position #8 to #2 drove a measurable 23% increase in inbound leads from AI-referred traffic.
We already use SEO and brand monitoring tools. Why do we need this?
SEO tools track search rankings; brand monitoring tracks social and news mentions. Neither tracks AI-generated answers, where an increasingly large portion of product research happens. Strajist AI fills a blind spot in your marketing stack that existing tools don't cover. Think of it as a new channel, not a replacement.
Can we influence how AI models mention our brand?
Yes, but it requires data first. Strajist AI shows you exactly which sources AI cites when mentioning (or not mentioning) your brand. With this insight, you can optimize your content, update sources, and create AI-friendly assets. Many clients have improved their position by focusing on the sources AI actually reads.
Is this just for large enterprises, or can smaller teams benefit?
Strajist AI is built for teams of all sizes. Our Starter plan is designed for small marketing teams who want to understand their AI visibility before competitors do. In fact, early-stage companies often see the fastest improvements because they can move quickly on insights.
How accurate is your AI tracking?
Our tracking queries AI models in real-time using the same APIs and interfaces your customers use. We don't simulate or estimate, we measure actual responses. Accuracy is validated daily, and we flag any anomalies or model changes that might affect your data.
What if our brand isn't mentioned in AI answers at all?
That's exactly the problem Strajist AI helps you solve. We'll show you which competitors ARE being mentioned, which sources AI relies on, and what gaps exist in your content. Many of our most successful clients started from zero AI visibility and built their presence using our insights.
Diagnostic Tool

Benchmark Your AI Discoverability

Our AI Visibility Assessment audits your site across 22+ technical signals to measure how ChatGPT, Perplexity, and Gemini discover and recommend your brand.

robots.txtllms.txtSchema.orgSitemapOpen GraphFAQ SchemaH1 TagsMeta TagsCanonical
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Your Competitors Are Already in AI Answers.Are You?

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8 AI models tracked
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