Skipped in comparisons
Buyers ask which product to choose — and assistants name a competitor instead.
Solutions
Win comparison and best-of answers
Category recommendations happen when buyers ask AI what to choose. VisibleMax shows where your brand is missing — then helps you close gaps and prove the lift.
Buyer prompt
“What is the best [category] tool for enterprise teams?”
Before VisibleMax
Competitor A and Competitor B lead the category. Your brand is not mentioned.
After fixes + rescan
Your brand appears in the top three with linked evidence from your site.
The problem
These gaps are structural — ads and content alone cannot fix them.
Buyers ask which product to choose — and assistants name a competitor instead.
Models misname your brand, miscategorize you, or cite outdated pages.
Marketing reports impressions. Stakeholders want evidence on AI share of answer.
The loop
Same methodology on every plan — built for brand and growth teams.
ChatGPT, Claude, Gemini, and Perplexity on the questions buyers actually ask.
Fix packs for schema, comparison pages, and crawl rules your team can ship.
Executive reports when stakeholders need evidence, not another slide deck.
FAQ
Comparison coverage, competitors, and proving lift.
Comparison and best-of questions — where buyers ask AI which product to choose, who leads a category, or what the top option is. VisibleMax probes those surfaces on ChatGPT, Claude, Gemini, and Perplexity.
Scans show mention share, rank position, and evidence for each prompt. Competitor coverage on Pro+ plans surfaces who gets recommended when you do not.
Yes. Executive reports and public share links give stakeholders a score, summary, and top recommendations without a full workspace login.
VisibleMax focuses on AI assistant recommendations — a different surface than social listening or search rank. Many teams run both; the overlap is proving whether AI sends you customers.
Rescan the same buyer prompts after you ship entity pages, comparison content, or schema fixes. Verification shows recommendation deltas — not just impressions.
ChatGPT (OpenAI), Claude (Anthropic), Gemini (Google), and Perplexity — probed with the same buyer-intent questions so you can compare coverage.
First scan is free. Most reports are ready in about two minutes.