PROMPT TRACKING

All of your buyer questions, tracked every day.

All of your buyer questions, tracked every day.

Searchpanel builds and monitors the full prompt set for your category, covering category searches, comparisons, attributes, occasions, problems, and brand questions, so you see every answer you could be winning and not only the ones with your name in them.

Searchpanel builds and monitors the full prompt set for your category, covering category searches, comparisons, attributes, occasions, problems, and brand questions, so you see every answer you could be winning and not only the ones with your name in them.

Scored across the answer engines your buyers actually use

Scored across the answer engines your buyers actually use

[ PROMPT TYPES ]

The shape of buyer intent.

The shape of buyer intent.

Category searches, head-to-head comparisons, attribute filters, occasion questions, problem framing, brand reputation, and market variants, each classified and tracked on its own.

Category searches, head-to-head comparisons, attribute filters, occasion questions, problem framing, brand reputation, and market variants, each classified and tracked on its own.

Category prompts

Broad discovery questions where shoppers have a need but no brand in mind, and the answer sets the shortlist.

Comparison prompts

Head-to-head questions where the engine picks a winner, and the losing product often goes unnamed entirely.

Attribute prompts

Spec-driven questions filtered on ingredients, materials, or certifications, where machine-readable listings decide who qualifies.

Occasion prompts

Use-case and gifting questions that surface specific products rather than categories, often at the highest intent.

Problem prompts

Questions framed as a problem rather than a purchase, where the engine decides whether a product is the answer at all.

Market variants

The same question asked in a different market, where availability, pricing, and local sources change who gets named.

Category prompts

Broad discovery questions where shoppers have a need but no brand in mind, and the answer sets the shortlist.

Attribute prompts

Spec-driven questions filtered on ingredients, materials, or certifications, where machine-readable listings decide who qualifies.

Problem prompts

Questions framed as a problem rather than a purchase, where the engine decides whether a product is the answer at all.

Comparison prompts

Head-to-head questions where the engine picks a winner, and the losing product often goes unnamed entirely.

Occasion prompts

Use-case and gifting questions that surface specific products rather than categories, often at the highest intent.

Market variants

The same question asked in a different market, where availability, pricing, and local sources change who gets named.

[ COVERAGE THAT COMPOUNDS ]

Tools to help you widen the set and read every answer.

Tools to help you widen the set and read every answer.

Prompts are discovered, classified, run across every engine, and captured verbatim, so a reported rank is always something you can open and check rather than a number you have to trust.

Prompts are discovered, classified, run across every engine, and captured verbatim, so a reported rank is always something you can open and check rather than a number you have to trust.

DISCOVERY

See the prompts you never thought to track.

Searchpanel reads your catalogue, your site, and your category, then proposes new buyer questions every week, so your prompt set keeps pace with the language shoppers actually use.

  • Auto-discovery, weekly
  • Volume signals on every prompt
  • Intent classified for you

COVERAGE

See which prompts you win, lose, and never appear in.

Every tracked prompt falls into one of three buckets, so you can separate the answers you already own from the ones you should be winning and the ones worth ceding.

  • Wins today
  • Should win but absent
  • Correct to cede

Per engine

See the same question answered six different ways.

One prompt returns six different answers, and the products named rarely match, so the split shows which engine is costing you the most on the questions that matter.

  • Six engines on every prompt
  • Rank and citations per engine
  • Divergence alerts

EVIDENCE

Read the answer behind every number.

Every result opens to the verbatim answer the engine returned, the products it named, and the sources it cited, so a reported rank is always checkable rather than asserted.

  • Verbatim answer capture
  • Products named, in order
  • Sources cited per answer

2,847

buyer prompts tracked per brand, scored every day

average lift in AI visibility within the first ninety days

+32%

higher conversion on sessions that arrive from an AI recommendation

2,847

buyer prompts tracked per brand, scored every day

average lift in AI visibility within the first ninety days

+32%

higher conversion on sessions that arrive from an AI recommendation

2,847

buyer prompts tracked per brand, scored every day

average lift in AI visibility within the first ninety days

+32%

higher conversion on sessions that arrive from an AI recommendation

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 prompt tracking?

Monitoring the actual questions shoppers ask AI engines in your category, running them on a fixed schedule, and recording which products get named in each answer.

Where do the tracked prompts come from?
How many prompts can I track?
How often are prompts run?
What is an intent type?
Can I add my own prompts?
Do you track prompts by country?

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.

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