Independent AI commerce research
Does AI recommend your brand?
See which brands ChatGPT, Claude, Gemini, and Perplexity mention, how they rank them, and the shopper questions behind each answer.
Free audit · No call required · Emailed within 48 hours
Latest published benchmark
Espresso Machines
Breville appeared in 12 of 12 answers.
| Model | #1 | #2 | #3 |
|---|---|---|---|
| ChatGPT | Breville | De'Longhi | Philips |
| Claude | Breville | — | Gaggia |
| Gemini | Breville | De'Longhi | Gaggia |
| Perplexity | Breville | De'Longhi | Ninja |
Mentions measure visibility. Recorded ranks describe these answers. Neither establishes product quality.
Explore this report →Across our latest benchmarks
Most-mentioned brands
Breville
Espresso Machines
12/12 usable answers
Most mentionedEltaMD
Sunscreen
7/12 usable answers
Most mentionedLevoit
Air Purifiers
12/12 usable answers
Most mentionedCeraVe
Skincare
8/11 usable answers
Most mentionedFlexiSpot
Standing Desks
12/12 usable answers
Tied most mentionedUPLIFT
Standing Desks
12/12 usable answers
Tied most mentionedOptimum Nutrition
Protein Powder
9/12 usable answers
Most mentionedApple
Wireless Earbuds
10/12 usable answers
Most mentionedRoborock
Robot Vacuums
11/12 usable answers
Most mentionedBrooks
Running Shoes
10/10 usable answers
Most mentionedBranch
Office Chairs
12/12 usable answers
Most mentionedPurina Pro Plan
Dog Food
8/9 usable answers
Most mentionedBraun
Electric Shavers
12/12 usable answers
Historical snapshot
Tied most mentionedPhilips Norelco
Electric Shavers
12/12 usable answers
Historical snapshot
Tied most mentionedThorne
Sleep Supplements
5/12 usable answers
Historical snapshot
Most mentionedViviscal
Hair Growth Supplements
12/12 usable answers
Historical snapshot
Most mentionedViscoSoft
Mattress Toppers
9/12 usable answers
Historical snapshot
Most mentioned
Leaders in each category’s latest public snapshot, including ties. Mention frequency measures visibility, not product quality.
Scroll or swipe to explore all 17 brands. Each opens its dated report with collection notes and coverage.
499brands recorded
15published categories
128published snapshots
Research corpus totals.
Each report states its own date and coverage.
Explore the evidence
Start with your category.
Recent publications appear first. Each card shows its finding, collection date, and usable-answer coverage.
15 categories found · showing the six most recently published
Espresso Machines
Recent snapshotBreville appeared in 12 of 12 answers.
12/12 usable answers · 4 models
View report →
Sunscreen
Recent snapshotEltaMD appeared in 7 of 12 answers.
12/12 usable answers · 4 models
View report →
Air Purifiers
Recent snapshotLevoit appeared in 12 of 12 answers.
12/12 usable answers · 4 models
View report →
Skincare
Recent snapshotCeraVe appeared in 8 of 11 answers.
11/12 usable answers · 4 models
Reduced coverage · see report notes
View report →
Standing Desks
Recent snapshotFlexiSpot and UPLIFT appeared in 12 of 12 answers each.
12/12 usable answers · 4 models
View report →
Protein Powder
Recent snapshotOptimum Nutrition appeared in 9 of 12 answers.
12/12 usable answers · 4 models
View report →
“Recent” means published within 45 days. Dates show when answers were collected; reports are snapshots, not continuous monitoring.
Browse all categories →How it works
From shopper question to inspectable evidence.
01
Ask consistent questions
Three prompt types cover broad discovery, a budget constraint, and a brand comparison. Repeat collections reuse the saved persona and wording.
02
Keep the answer and its context
Responses are recorded from consumer interfaces, with collection failures, model settings, and usable-answer coverage kept explicit.
03
Separate presence from preference
A brand counts once per usable answer. Only explicitly supported positions become numeric ranks; alternatives and criticism remain visible.
For brands and commerce teams
Find out where your brand enters the answer.
Get a dated comparison of your brand and competitors, the prompts that surfaced them, and questions worth testing next. Results describe the captured answers; they do not guarantee future recommendations or sales.
Inspect a sample report →Request your free audit
No call required. Delivered by email within 48 hours.
The person behind the benchmark
A working project you can inspect.
I’m Robert Hu. RecoScope shows how I turn a commerce question into a measurement system, operate it, and make the findings public. I’m exploring AI commerce, strategy, and partnerships roles.