Enterprise AI visibility across every brand and market

Measure how ChatGPT, Claude, Gemini, Perplexity and Google's AI answers describe each of your brands, fix what they read, and move the data into your own reporting through the API and MCP server.

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Brands

Portfolio · AI visibility by market

Illustrative data

Brands

Markets

Prompts tracked

1,240

API jobs

312

this month

Named in AI answersBy engine · all brands

ChatGPT58%
Claude47%
Gemini52%
Perplexity61%

AI Overview presenceCountry · language

United States · English41%
Germany · German33%
France · French29%
Japan · Japanese18%

AI answer engines measured: 6
credits a month on the Enterprise plan: 150,000
API and MCP server for your stack: REST + MCP
site languages: 13

What is an enterprise AI visibility platform?

An enterprise AI visibility platform measures how AI engines describe each of a company's brands, in each market, and feeds that data into the company's own reporting. AI Rank Lab tracks ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews and AI Mode per brand, audits and fixes the sites, gives each regional team access to its own domain, and exposes the data through a REST API and an MCP server.

AI answers now speak for your brands

Each brand, market and product line gets described by AI engines you do not control. Enterprise teams need the measurement, the fixes and the data feed in one place.

Many brands, many markets

A portfolio needs separate prompt sets, competitors and reports per brand, with one view across all of them.

Data has to reach your stack

AI visibility numbers are useless in a silo. They need to land in your BI, your own agents and your reporting cadence.

Teams across regions

Regional marketers, agencies and stakeholders each need access to their brand only, with the right permissions.

Procurement asks hard questions

Security, contracts and support terms have to be answered in writing before anyone signs.

The prompts that shape enterprise buying

Buyers ask AI engines to shortlist, compare and vet suppliers. Track those prompts per brand and per market.

Prompt sets per brand, scans per market

Brand Visibility runs each prompt on ChatGPT, Claude, Gemini and Perplexity and records mention, position, sentiment, competitors and cited URLs. AI Overview and AI Mode scans take a country and language per query.

Prompt research for a chosen country and language
AI Overview and AI Mode by country and language
Competitors named in each answer

AI Overview tracker

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AI Prompt Research

Pipewise · enterprise prompts

Illustrative data

PromptsIntent

best enterprise crm for regulated teamsShortlist
pipewise vs fieldnote for 500 seatsComparison
is pipewise gdpr compliantVetting
pipewise data residency euVetting
crm with api and audit logFeature

Sample brand. Brand visibility runs on the four chat engines do not emulate a location; Google AI scans do.

One workflow across the portfolio

The same suite runs from AI answers to customer email, for every brand, with the data available over the API at each step.

Measure every brand
Audit at crawl scale
Publish to any CMS
Read the analytics
Reach the customer

Measure every brand

Run each brand's prompts on six engines and compare share of mentions against named competitors.

Citation analytics

Competitors · pipewise.ioIllustrative

pipewise.io58%
fieldnote.app44%
northlight.io31%

Audit at crawl scale

SEO Auto Audit crawls the site, the AEO & GEO Checker scores readiness for AI answers, and Core Web Vitals tracks speed.

Core Web Vitals

SEO Auto Audit · pipewise.ioIllustrative

Pages crawled4,812
Blocked for GPTBot38 pages
Missing structured data212 pages
Core Web Vitals pass71%

Publish to any CMS

Write drafts researched from the pages AI already cites and send them to WordPress or to any CMS through a signed webhook.

Integrations

Webhooks & API · publishIllustrative

POST cms.pipewise.io/hooks/airanklab200
Signature verified (HMAC)ok
Live at /resources/crm-audit-log10:41

Read the analytics

GSC Mastery finds decaying pages and CTR gaps; GA4 Mastery finds revenue leaks and explains traffic anomalies.

Search Console and GA4

GA4 Mastery · Anomaly EngineIllustrative

Sessions from chatgpt.com upLanding page /pricing · week 44+38%
Organic sessions down on /blogMatched to Content Decay Radar−12%

Reach the customer

Capture leads with the Form Builder, keep them in Contacts, and send campaigns through your own SMTP accounts.

Forms and CRM

Campaigns · CRM & Marketing SuiteIllustrative

Q4 product updateLists & Tags: enterprise-euScheduled
Webinar follow-upSent through your SMTPSent

What enterprise teams use most

Four capabilities matter once AI visibility becomes a program across brands rather than a test on one site.

Multi-brand workspaces with scoped access

Keep every brand and domain in one account. Share one domain at a time with a regional team or agency, with a role and the modules they see.

Roles: employee, client or viewer
Access limited to the shared domain
Change or revoke access at any time

Multi-brand dashboard

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Team

Shares across brands

Illustrative data

Shared domains

pipewise.io → emea@pipewise.ioEmployee
pipewise.de → agency@northlight.deClient
pipewise.fr → cmo@pipewise.ioViewer

REST API and MCP server

Read the data you already own for free (citations, prompts, bot visits, GA4, GSC) and run paid tools as background jobs with an API key and secret. The same tools work from Claude through the MCP server.

Async jobs with polling and automatic refunds on failure
Free reads of your own data
API Playground to test every endpoint

API documentation

fieldnote.app4,571 credits

API Playground

POST /api/v1 · async job

Illustrative data

Recent jobsStatus

ai-citation-checkcompleted
google-ai-overviewcompleted
seo-aeo-geo-auditprocessing

Use the same tools from Claude through the MCP server.

Google AI answers by country and language

AI Overview, AI Mode and SERP scans take a country and language per query, so each market team sees its own results.

AI Overview presence and cited URLs
AI Mode answers per market
Keyword volumes with AI Overview presence

AI Mode tracker

fieldnote.app4,571 credits

AI Overview tracker

“crm audit log” · 4 markets

Illustrative data

Markets

With AI Overview

Brand cited

Rival cited

Cited in the AI Overview

US · pipewise.io/securityYou
DE · fieldnote.app/de/auditRival
FR · pipewise.fr/journalYou

Progress reports for stakeholders

Compare two points in time, or a brand against a named competitor, using runs you already stored. Export one PDF with your branding, an executive summary and the work completed.

Snapshots cost no credits
Like-for-like prompts and engines
Your branding on the PDF

Competitor intelligence

fieldnote.app4,571 credits

Progress Reports

Pipewise · Q3 vs Q4

Illustrative data

Prompts named

62%

+11 pts

Pages cited

+19

AEO readiness

Fixes shipped

Why enterprise tracking has to be repeated

A single run of a prompt is a sample, not a measurement. Our own tracking data shows how much AI answers move between runs.

44%

of prompt–engine pairs switched between naming a brand and leaving it out at least once.Method: 991 successful runs of 45 prompt–engine pairs tracked in AI Rank Lab between 13 February and 30 October 2026. Only pairs with five or more runs are included. Aggregated and anonymised; no customer is identified.

Six engines, one prompt set

Brand visibility

Each run asks ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews and Google AI Mode and stores mention, position, sentiment, competitors named and cited URLs.

Every run is kept

Citation analytics

Runs are stored so you compare like with like over time, instead of trusting one screenshot of one answer.

Weekly re-check where it matters

Citation tracker

Prompts you opt in to the Action Plan citation tracker are re-checked every week. Other runs happen when you start them.

Custom terms

Compare plans

Custom plans add volume discounts, dedicated support and an SLA on top of the Enterprise plan.

Questions enterprise teams ask us

Something else? Ask the team

Is AI Rank Lab an AEO rank tracker for enterprise teams?

Yes. It tracks whether ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews and Google AI Mode mention and cite each of your brands, stores every run, and compares brands against named competitors.

Is AI Rank Lab SOC 2 certified?

We do not claim certifications we cannot show you. Send your security questionnaire to the team before you buy and we will answer it in writing. Our security page describes how customer data is handled.

Do you offer an SLA?

Yes, on a Custom plan. Custom plans are sized to your monthly credit volume and add volume discounts, dedicated support and an SLA agreed in your contract. The Starter, Professional and Enterprise self-serve plans do not include an SLA.

Do you support SAML single sign-on?

Not today. Sign-in is by email and password or with Google. Access to each brand is controlled by sharing a domain with a role (employee, client or viewer) and the modules that person may use.

Can we pull AI visibility data into our own tools?

Yes. The REST API at /api/v1 uses an API key and secret: reads of your own data are free, and paid tools run as background jobs you poll. The same tools are available to Claude through the MCP server.

Can we track different countries and languages?

Google AI Overview, AI Mode and SERP scans take a country and language per query, and prompt research can generate prompts for a chosen market. Runs on ChatGPT, Claude, Gemini and Perplexity do not emulate a location.

How is enterprise pricing structured?

Every plan includes every workspace and one monthly pool of credits: Starter $69 (10,000 credits), Professional $149 (30,000) and Enterprise $499 (150,000). Custom plans add volume discounts, dedicated support and an SLA. Annual billing saves 20%. Signup gives 100 free credits with no card.

Bring every brand into one lab

Start with one site. The free audit scores it for SEO, answer engines and generative engines, with the fixes.

Book an enterprise demo Talk to sales Read the API docs