AI Visibility

See every answer AI
gives about you

Every engine, every rival, scored on the questions your buyers actually ask. See who gets named, who gets recommended, and what AI says about you.

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The LLMagnet Visibility page for Hardly: an AI visibility score of 87, each engine’s score, and the trend against competitors

There is no position one to ten

AI doesn’t rank you. It names a few brands, recommends one or two, and cites a handful of sources. That needs a different scoreboard.

Keywords

Questions

Buyers ask in full sentences. You track the questions that decide your category.

Rankings

Mentions

An answer names a few brands and recommends one or two. There’s no page two.

Clicks

Referrals

Some buyers still visit. Measure the ones who arrive from an assistant.

Your CEO is going to ask. Soon.

Buyers ask an assistant before they open a search engine, and it answers with three or four brands. If you can’t say where you appear in those answers, you can’t say whether that growth included you.

3×AI-driven traffic and orders to Shopify stores, year over year

1.3×growth in traditional search sessions over two years. AI adds a channel; it hasn’t replaced search

Source: Shopify, Q2 2026 earnings call, as reported by TechCrunch, Aug 2026.

The same question.
Four different shortlists.

Ask four engines the same buyer question and you get four different answers. This is the view that shows you which ones leave you out.

Buyer question

1 of 4 engines name you

“best squat-proof leggings”

Oct 20 scan · 4 engines
EngineYouNamed firstCited source
ChatGPTMissingLululemonreddit.com
GeminiMissingLululemonreddit.com
PerplexityMissingLululemonrei.com
Claude#2Nikenike.com
  • MissingYou weren’t named at all in that engine’s latest answer.
  • Named firstThe brand the answer leads with, usually the one that gets the click.
  • Every row opensThe full answer text, with the citations highlighted.
  • On a scheduleAsked again every scan, so this is a trend, not a screenshot.

What you get to look at

One visibility number per website, tracked weekly, with the change and the answers behind every point.

How much of the category’s answers you own, against every competitor you track.

The full text of every answer, with your mention, your position, the sentiment and the sources cited.

Several turns asked in order in one chat, to see whether you’re still recommended after the follow-up questions.

Visibility score · hardly.com

64+6 this week

8 weeks agoThis week

Where the number comes from

No black box. Here is exactly what runs.

  1. best squat-proof leggingsSuggested

    leggings that don’t roll downSearch Console

    gym shorts with pocketsYours

    01

    Your prompts

    The questions your buyers ask: written by you, suggested per buying stage, discovered for you, or pulled from your Search Console demand.

  2. ChatGPTClaudeGeminiAI OverviewsPerplexityCopilotGrok

    02

    Seven engines

    Each prompt is asked once per engine, per region and language, per scan.

  3. DailyWeeklyMonthly

    Next scan · Monday 6:00

    03

    On a schedule

    Daily, weekly or monthly on Pro and above; weekly or monthly on Starter. Plus a scan on demand when you ship something.

  4. MentionedYes

    RecommendedNo

    Position#3

    SentimentMixed

    Sources3

    04

    Scored the same way

    Mentioned, recommended, position, sentiment and sources cited, every time, so this week compares with last.

We run the prompts you track, on a schedule. It’s a consistent sample over time, not a record of anyone’s private conversations, and not everything AI has ever said about you.

How we handle variance
“It showed us exactly where ChatGPT recommended someone else, and why.”
Adam OberlanderHead of marketing, True Story

Frequently asked questions

Want to see the product before you start? Take the product tour, or start a 30-day free trial.

ChatGPT, Claude, Gemini, Google AI Overviews, Perplexity, Copilot and Grok. Starter covers ChatGPT, Claude and AI Overviews; Pro and above cover all seven.

See what AI says
about your brand.

Set up in one conversation. Your first scan shows where you stand.

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