The Challenge
Picture a project-management startup with a solid product, decent reviews and a growing customer base. Then ask ChatGPT, Claude, Gemini or Perplexity "What's the best project management tool for remote teams?" The usual names come back — Asana, Monday.com, Notion, ClickUp. The startup is not in the answer on any engine.
That is the normal starting point, not an edge case. Buyers increasingly ask an AI assistant before they open a search engine, and the assistant only names brands it has seen described consistently on sources it trusts.
The homepage says "the modern work management platform". Reviews say "great tool!". Nothing tells an engine what category the product belongs in or who it is for.
The Playbook
Three steps, each giving AI engines something specific to repeat.
1. Positioning clarity
Replace "the modern work management platform" with one sentence an engine can categorize: "Project management for remote-first startups under 50 people." Use the same sentence on the homepage, the G2 and Capterra profiles, LinkedIn and every directory listing.
2. Review specificity
Ask happy customers to mention a concrete use case in their reviews. "Cut our standup prep from 30 minutes to 5" gives an engine something to cite; "Love it!" does not.
3. Citation building
Find which third-party pages the engines cite for the target prompts (GeoBuddy lists them on every check) and get listed there: comparison articles, "best tools for remote teams" roundups, one or two industry newsletters. Those pages are what the engines read.
What to measure
No before/after numbers here — this is a scenario. These are the metrics that would prove the playbook worked for your brand.
Visibility score
Share of the tracked prompts, across four engines, where the brand is named at all. The number to move first.
Share of voice
Brand mentions versus the named competitors on the same prompts — shows whether you are gaining on Asana and Notion or just appearing more often.
Rank position
Where in the answer the brand appears when it does; first-mentioned tools get the click.
Cited sources
Which third-party pages the engines cite for your prompts. This is the to-do list for step 3.