AI search use cases, by team and by goal
Every team arrives with a different question: are we cited, who is cited instead, what traffic does AI send, what should we write next. Pick the job you need done and see the workflow, the prompts and the features behind it.
- use cases, each with a step-by-step workflow
- 11
- AI engines: ChatGPT, Claude, Gemini, Perplexity, AI Overviews, AI Mode
- 6
- free credits at signup, no card
- 100
What can you do with AI Rank Lab?
AI Rank Lab is a marketing suite built for AI search. Teams use it to measure whether ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews and AI Mode name and cite them, find the pages and fixes that close the gaps, publish the content, and prove the result with AI referral traffic and progress reports. Each use case below is one of those jobs, set out step by step. Solutions by company type
By goal
Start from the measurement you need.
- Track AI citations and rankings
See which brands and pages ChatGPT, Claude, Gemini, Perplexity and Google's AI answers cite for your prompts, and where competitors are preferred.
- Track AI referral traffic in GA4
Measure visitors arriving from AI assistants, page by page, and validate them in your GA4 property.
- Business decisions with GA4 chat
Ask your Google Analytics 4 data questions in plain English and get answers with the numbers behind them.
By team
Workflows set up for the people who run them.
- Agency AI reporting
Track every client on six AI engines and send branded progress reports that show what changed and why.
- Content team AI optimization
Find the prompts where engines cite other sites, write the page grounded in what they trust, publish and re-check.
- Enterprise competitive intelligence
Measure AI share of voice against named rivals for every brand and market, with API and MCP access.
By business
What changes for your kind of company.
- SaaS AI citations
Get your software named when buyers ask AI assistants to compare tools in your category.
- Startup launch in AI search
Build AI visibility for a new product that engines have not heard of yet, from the first weeks.
- E-commerce AI visibility
Check whether AI shopping answers recommend your products and fix product pages so engines can read them.
- Local business AI search
Be the business AI names when people ask for the best service in your town.
- Regulated industry AI visibility
Track how AI describes brands in finance, healthcare and law, and improve it within compliance limits.
The same four steps under every use case
The workspaces hand work to each other, so a gap found in tracking becomes a fix you can measure.
Measure
Brand visibilityRun your prompts on six AI engines. Each run records mention, position, sentiment, competitors and cited URLs, and is stored for comparison.
Diagnose
SEO, AEO and GEO auditAudit pages for SEO, answer-engine and generative-engine readiness, including blocked AI crawlers and missing structured data.
Fix
AI content writerThe Action Plan prioritises the gaps; the AI Content Writer drafts the pages and publishes them to WordPress or by webhook.
Prove
AI bot trackingRe-run prompts, track AI referral visits, ask GA4 what changed, and export a progress report.
Questions buyers ask us
Something else? Ask the team
What is AI Rank Lab?
AI Rank Lab is an AI search visibility platform. It tracks whether ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews and Google AI Mode mention and cite a brand, audits sites for SEO, AEO and GEO readiness, tracks AI crawler and AI referral traffic, and writes and publishes content to close the gaps.
Which use case should I start with?
If you don't yet know where you stand, start with tracking AI citations and rankings: it gives you the baseline every other workflow builds on. Agencies usually start with client reporting, and content teams with citation gaps.
Do I need a different plan for each use case?
No. Every plan includes every feature; plans differ by monthly credits. Starter is $69 a month for 10,000 credits, Professional $149 for 30,000 and Enterprise $499 for 150,000.
Does AI Rank Lab run my prompts automatically?
You run prompts when you choose, and every run is stored for comparison. Prompts you opt in to the Action Plan citation tracker are re-checked weekly.
Can I try a use case before paying?
Yes. Signup includes 100 free credits with no card, enough for about one audit or one prompt run. There is no ongoing free plan.
Don't see your use case?
Run a free audit to see where your site stands, or book a demo and walk us through the job you need done.