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BLOG & ARTICLE ENGINE

All of the answers your listings cannot carry.

All of the answers your listings cannot carry.

Some questions are answered from articles rather than product pages. Searchpanel finds the prompts no listing can win, drafts the article that answers them, and points it back at the products it should surface.

Some questions are answered from articles rather than product pages. Searchpanel finds the prompts no listing can win, drafts the article that answers them, and points it back at the products it should surface.

Audit your products free

Audit your products free

Audit your products free

Audit your products free

Scored across the answer engines your buyers actually use

Scored across the answer engines your buyers actually use

[ WHAT AN ARTICLE IS FOR ]

Everything an article is built to do.

Everything an article is built to do.

The prompt that briefed it, the shape an engine can lift, the facts that ground it, the products it points at, and the citation it is trying to earn.

The prompt that briefed it, the shape an engine can lift, the facts that ground it, the products it points at, and the citation it is trying to earn.

Topics from lost prompts

Questions your tracked set shows you losing, where the answer never comes from a product page in the first place.

Answer-shaped structure

Each heading is the question a shopper asked, and the line beneath it is a self-contained answer an engine can lift whole.

Grounded in your facts

Every figure in the article is drawn from your own specifications and lab results, or from the rival listing it compares against.

Points at your products

Each draft names the SKUs it should surface, so an article that wins the answer sends the reader somewhere.

Built to be cited

The target is your own domain appearing in the sources an engine pulls from, alongside the review sites it already trusts.

See the questions no listing of yours can win.

Run a free audit and get the problem and comparison prompts in your category where you are absent, ranked by volume.

Audit your products free

Audit your products free

Topics from lost prompts

Questions your tracked set shows you losing, where the answer never comes from a product page in the first place.

Grounded in your facts

Every figure in the article is drawn from your own specifications and lab results, or from the rival listing it compares against.

Built to be cited

The target is your own domain appearing in the sources an engine pulls from, alongside the review sites it already trusts.

Answer-shaped structure

Each heading is the question a shopper asked, and the line beneath it is a self-contained answer an engine can lift whole.

Points at your products

Each draft names the SKUs it should surface, so an article that wins the answer sends the reader somewhere.

See the questions no listing of yours can win.

Run a free audit and get the problem and comparison prompts in your category where you are absent, ranked by volume.

Audit your products free

Audit your products free

[ HOW AN ARTICLE EARNS THE ANSWER ]

Tools to help you answer what a product page cannot.

Tools to help you answer what a product page cannot.

Prompts a listing can never win are separated out, drafted as answers rather than essays, and tracked until your own domain appears in the sources an engine cites.

Prompts a listing can never win are separated out, drafted as answers rather than essays, and tracked until your own domain appears in the sources an engine cites.

THE SPLIT

See which questions a listing can never win.

Your tracked prompts are separated by what could actually answer them, so effort goes to a listing rewrite where that would work and to an article where it never would.

  • Split by what can answer it
  • Ranked by volume behind each
  • Article topics proposed from the losing side

THE ARTICLE

See the answer written where an engine can lift it.

Each heading is the question a shopper actually asked and the line beneath it answers in full, so an engine can quote a sentence instead of summarising a page and losing your product in the process.

  • Headings written as the question
  • A complete answer in the first line
  • Your products named in the answer

THE CITATION

See your own domain enter the sources list.

An article only worked if an engine starts pulling from it, so every published piece is tracked against the sources cited in your category until your own domain appears among them.

  • Tracked against cited sources
  • Measured per published article
  • Set beside the sites you compete with

2,847

buyer prompts tracked per brand, scored every day

5×

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

5×

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

5×

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 does the Blog and Article Engine write?

Articles, comparison guides, and how-to answers for the prompts a product page cannot win. Titles, bullets, and descriptions are Listing Generation.

Why can a listing not win those prompts?
Where do the topics come from?
What shape are the articles?
Do the articles mention my products?
Will this get my own site cited?
Where does it publish?

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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