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VISIBILITY SCORE

All of your AI visibility, scored SKU by SKU.

All of your AI visibility, scored SKU by SKU.

Searchpanel scores every product in your catalogue across ChatGPT, Gemini, Perplexity, Copilot, AI Overviews, and Amazon Rufus, on a daily schedule, so you always know where each SKU stands and what is holding it back.

Searchpanel scores every product in your catalogue across ChatGPT, Gemini, Perplexity, Copilot, AI Overviews, and Amazon Rufus, on a daily schedule, so you always know where each SKU stands and what is holding it back.

Audit your products free

Audit your products free

Audit your products free

Audit your products free

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Scored across the answer engines your buyers actually use

Scored across the answer engines your buyers actually use

[ everything included]

The complete picture behind every score.

The complete picture behind every score.

Presence, position, citations, consistency, and freshness, measured for every product and traceable down to the individual answer.

Presence, position, citations, consistency, and freshness, measured for every product and traceable down to the individual answer.

Presence

Whether AI names your product in the answer at all, measured across every tracked prompt and engine.

Position

Where your product sits once the engine starts listing, from first recommendation to final footnote.

Citations

See which domains and URLs AI relies on for recommendations, and whether your pages are included.

Consistency

How far the same product’s score varies across ChatGPT, Gemini, Perplexity,AI Overviews, and Rufus etc.

Freshness

How recently your listing changed, and how long each engine took to re-crawl and reflect it.

Geography

The same product scored separately by market, so you can see where visibility travels and where it stops.

Presence

Whether AI names your product in the answer at all, measured across every tracked prompt and engine.

Citations

See which domains and URLs AI relies on for recommendations, and whether your pages are included.

Freshness

How recently your listing changed, and how long each engine took to re-crawl and reflect it.

Position

Where your product sits once the engine starts listing, from first recommendation to final footnote.

Consistency

How far the same product’s score varies across ChatGPT, Gemini, Perplexity,AI Overviews, and Rufus etc.

Geography

The same product scored separately by market, so you can see where visibility travels and where it stops.

[ Under the hood ]

Tools to help you read the score and act on it.

Tools to help you read the score and act on it.

Every input behind the number is exposed, timestamped, and traceable to the listing change that caused it, so the score becomes something you can work with rather than something you watch.

Every input behind the number is exposed, timestamped, and traceable to the listing change that caused it, so the score becomes something you can work with rather than something you watch.

Transparency

See exactly which signals moved the score.

Open any SKU to see the contribution of each signal, the day-over-day delta, and the engine split behind the number, so you always know what changed and why.

  • Per-signal breakdown
  • Daily deltas
  • Engine split

Per SKU

See which products AI recommends, and which it skips.

Searchpanel scores every SKU, variant, and bundle separately, then rolls them up to a brand view, so a healthy catalogue average never hides the one product AI has stopped naming.

  • Every SKU tracked independently
  • Catalogue rollup when you need it
  • Variant-level scoring

Per engine

See how the same product performs on each engine.

Each engine is scanned and scored on its own, so a strong result on ChatGPT never masks a product that Copilot has never cited, and you can see which engine to work on first.

  • Six engines scored separately
  • Per-market breakdown
  • Divergence alerts

ChatGPT

92

▲ +6

Named first in 6/9

Gemini

84

▲ +3

Cited via rtings

Perplexity

78

▲ +2

Mid-list, 4 prompts

Rufus

74

flat

Bullets too vague

AI Overviews

69

▲ +1

Schema incomplete

Copilot

44

▼ −9

Zero citations found

OVER TIME

Trace every movement back to the change that caused it.

Every listing edit, schema fix, and published article is marked on the timeline, so you can see how long each engine took to re-crawl and how far the score moved as a result.

  • Daily score history
  • Edits marked on the timeline
  • Before and after attribution

5×

average lift in AI visibility within the first 90 days.

+32%

higher conversion on traffic from an AI recommendation.

2,847

buyer prompts tracked per brand, every day.

5×

average lift in AI visibility within the first 90 days.

+32%

higher conversion on traffic from an AI recommendation.

2,847

buyer prompts tracked per brand, every day.

5×

average lift in AI visibility within the first 90 days.

+32%

higher conversion on traffic from an AI recommendation.

2,847

buyer prompts tracked per brand, every day.

How Elcove became the #1 serum ChatGPT recommends.

Elcove ranked well on Google but was invisible in AI answers, a rival was named for every “gentle vitamin C” prompt. SearchPanel scored all 312 SKUs, surfaced the title and A+ gaps on their hero serum, and queued the fixes.

Six weeks later, that serum was the first product named across ChatGPT and Rufus and the wins rolled out across the catalogue.

Dana Lewis

VP Growth · Elcove

Hero SKU visibility

31 → 79

▲ 48

Share of voice

9% → 38%

Revenue from AI search

3.1× in 90 days

How Elcove became the #1 serum ChatGPT recommends.

Elcove ranked well on Google but was invisible in AI answers, a rival was named for every “gentle vitamin C” prompt. SearchPanel scored all 312 SKUs, surfaced the title and A+ gaps on their hero serum, and queued the fixes.

Six weeks later, that serum was the first product named across ChatGPT and Rufus and the wins rolled out across the catalogue.

Dana Lewis

VP Growth · Elcove

Hero SKU visibility

31 → 79

▲ 48

Share of voice

9% → 38%

Revenue from AI search

3.1× in 90 days

How Elcove became the #1 serum ChatGPT recommends.

Elcove ranked well on Google but was invisible in AI answers, a rival was named for every “gentle vitamin C” prompt. SearchPanel scored all 312 SKUs, surfaced the title and A+ gaps on their hero serum, and queued the fixes.

Six weeks later, that serum was the first product named across ChatGPT and Rufus and the wins rolled out across the catalogue.

Dana Lewis

VP Growth · Elcove

Hero SKU visibility

31 → 79

▲ 48

Share of voice

9% → 38%

Revenue from AI search

3.1× in 90 days

FAQS

Frequently asked questions

Frequently asked questions

Still deciding? Run the free audit and see your own numbers before you talk to anyone.

Still deciding? Run the free audit and see your own numbers before you talk to anyone.

What is an AI Visibility Score?

A 0–100 measure of how likely an AI engine is to name and recommend a specific product when a shopper asks, calculated for each SKU rather than for the brand as a whole.

How is the score calculated?
Is the score per product or per brand?
Which AI engines are included?
How often does the score update?
What counts as a good score?
How is this different from a brand-level AI visibility tool?

Your competitors are already being recommended

Your competitors are already being recommended

Find out which of your products AI names, which it ignores, and what it would take to change that.

Find out which of your products AI names, which it ignores, and what it would take to change that.

Start free trial

Start free trial

Start free trial

Start free trial

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