Competitive GEO use case / 2026-05-20

Find where AI answers mention competitors instead of you.

A first-run workflow for B2B SaaS content teams and GEO agencies that need to turn competitor mentions in AI answers into specific publishing actions.

Buyer job

B2B SaaS content teams, GEO agencies, product marketers, and demand generation teams

AI answers can recommend competitors without exposing the exact prompt gap, citation gap, or page action your team should fix.

competitor mention tables, missing-brand prompts, citation gaps, and a prioritized content queue.

1

Check buyer prompts

Run a short set of comparison, recommendation, and alternatives prompts.

2

Spot competitor presence

Capture which competitors appear, whether your domain is cited, and how visible the brand is.

3

Route the gap

Send missing-brand prompts to comparison pages, citation work, or client reporting.

Actors in the workflow

Start narrow, then connect the workflow.

Open a small sample first. Once the output fits the job, connect the matching scraper dataset or schedule.

ActorBuyerLink
AI Brand Visibility Monitor - GEO & AI Search TrackerSEO agencies, GEO/AEO consultants, brand marketers, B2B SaaS marketing teamsStore
AI Visibility Report GeneratorAgencies, GEO/AEO consultants, client-facing marketing teamsStore
Search intent

Built for specific buyer queries.

This page exists to answer focused workflow searches before routing the buyer to a sample-led Store path.

Query shape
AI answer competitor gap
competitor mentions in AI answers
AI search competitor tracking
Proof media

Preview the output before opening the Store page.

These public-safe GIFs show the first-run sample becoming the buyer-facing workflow artifact.

Run one buyer prompt and inspect the gap.

The Store sample uses fictional Northstar CRM checks, so a buyer can see competitor mentions, missing brand visibility, and a recommended content action without a production client account.

Animated first-run proof for ai-brand-visibility-monitor

Paste the sample, then open REPORT.md.

The Store sample uses fictional Northstar CRM checks, so a buyer can run the report without an API key, private dataset, or production client account.

Animated first-run proof for ai-visibility-report-generator
Decision workflow

Choose the weekly handoff this Actor will produce before running another export.

Show the safe input, scored rows, and the exact team handoff for Monday.

Anchor each use case to one Actor, one sample, and one output artifact.

Sample request

Need this adapted before the first run?

Send a public-safe workflow request if the sample, setup, or output handoff needs a variant.

Keep requests public-safe: no credentials, private URLs, customer data, emails, or sensitive business data.