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Answer-engine visibility

LLM Tracker

By vertical

Free audit · 2 minutes

How answer engines decide which brands to name — and whether yours is one.

Buyers ask ChatGPT and Perplexity before they search. The model names a shortlist inside its answer — and if you’re not on it, you never see the lost deal. Pick your vertical to see what shapes the answer, then run a free audit to read where you stand.

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Real probes

Audit your brand in two minutes.

Live probes against the answer-engine cohort. Real citations, three moves to ship this week — no signup wall, no fabricated numbers.

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SaaS

Your buyer asked an engine which software to pick. It already named a shortlist.

When a buyer asks an answer engine for the best software in your category, it names a shortlist before they ever reach your site. Answer-engine visibility is whether your product is on that list.

e.g. “What's the best marketing-analytics platform for a B2B SaaS company past Series B?

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E-commerce

A shopper asked an engine for the best product. It recommended a few brands — then they bought.

When a shopper asks an answer engine for the best product in a category, it recommends a handful of brands before they open a single store. Answer-engine visibility is whether yours is one of them.

e.g. “What are the best-reviewed running-shoe brands for flat feet under $150?

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Agencies

A prospect asked an engine for the best agency. It named a shortlist — before the RFP.

When a prospect asks an answer engine for the best agency in a niche or city, it names a few firms before they fill out a single contact form. Answer-engine visibility is whether yours is named.

e.g. “Who are the best B2B performance-marketing agencies for SaaS companies?

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Fintech

Before they trust you with money, buyers ask an engine if you’re safe.

When someone asks an answer engine for the best financial product or whether an app is safe, it names a few brands it trusts. For fintech, answer-engine visibility is inseparable from trust.

e.g. “What's the safest business-banking app for a startup, and is it FDIC-insured?

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Local services

“Best near me” is becoming a question for engines, not just the map.

When someone asks an answer engine for the best local provider, it names a few businesses before they call anyone. For local services, answer-engine visibility is the new front door.

e.g. “Who's the best-rated emergency plumber near me that's open now?

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Don’t guess

Find out where the engines put you — in two minutes.

One free audit per email and domain. Real probes, real citations.

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