Product Preview

Seven tools. One action engine.

Here's what's live inside your dashboard from day one — built for store owners who act on data, not just collect it.

ChatGPT is recommending your competitors. Not you.

ChatGPT, Perplexity, Gemini — each one is its own referral channel, and right now they're all sending sales to someone else. See exactly where you stand on each.

AI Visibility by PlatformThis weekView Details

Where your brand appears — and where you're currently invisible.

ChatGPT

16%↑16%

8/50 queries

Perplexity

20%↑20%

10/50 queries

Gemini

10%↑10%

5/50 queries

Claude

Locked

Google AI

Locked

Your customers are asking AI. Are you the answer?

We run the exact prompts your shoppers use — so you know if AI is sending them to you, or to your competition.

"best eco water bottles under $50"

ChatGPT

For eco-friendly bottles, I'd recommend HydroFlask, Stanley, and Klean Kanteen. These brands lead in sustainability…

Your brand: not mentioned

Your store's AI readiness score — live.

Know exactly what's blocking AI from recommending you and which products need fixing, all in one place.

20/ 100

↑ +20

AI Store Readiness

Emerging

+20 vs last week

● 3 issues blocking citations

No schema markup detectedAI can't read your page structure · ~10 min

HighFix →

llms.txt missingAI crawlers can't index your store · ~5 min

HighFix →

Eco Water Bottle 32oz

✓ Desc✗ FAQ✗ Benefits✗ Compare

Optimize product →

You're not ranking. Your competitors are.

Every query where a competitor gets cited instead of you is a direct sale lost to AI. See the gap — then close it.

Not Listed

▼ Declinedthis week

0top 3
appearances

HydroFlask

Stanley

YETI

You

Not found

37 customers asked for exactly what you sell. AI sent them elsewhere.

High purchase-intent queries where you're invisible and competitors are winning every mention — these are yours to take.

3 fixes away from being AI-recommended.

We crawl your store and surface the exact issues stopping AI from citing you — then show you how to fix them fast.

Sitemap accessible

robots.txt clean

llms.txt missing−15 pts

23 products lack AI descriptions−8 pts

Schema markup incomplete−5 pts

Fix 3 issues → gain +18 score points

From 23 to 89 AI mentions in 8 weeks. Here's what that looks like in revenue.

AI referral traffic converts at 3.6% and averages $33 per session. The stores winning that traffic optimized for AI visibility. You can too.

Week 1Week 4Week 8Week 12

23 → 89weekly AI mentions

3.6%AI referral conversion

$33avg. session value

Built different

Other tools watch.
We fix.

Most AI search tools are monitoring dashboards. They show you the problem and leave you alone with it. MentionOS gives you the action plan — and executes it.

Every other AI tool

Track visibility score

You get a number. No context on what's driving it or how to move it.

Show competitor mentions

Great — now you know HydroFlask is beating you. What do you actually do about it?

Export a report

A PDF you'll bookmark and never open again. No fixes. No content. No results.

Tell you to "create content"

Vague advice, no specifics. You're still left doing all the work yourself.

MentionOS

Live AI Readiness Score + exact fixes

Score 20? We tell you the 3 specific changes that will move it to 65, and we execute them.

Opportunity queue — ranked by impact

See the exact queries your competitors own — and get AI-generated content to take them back.

llms.txt & schema auto-generated

One click and your store speaks fluent AI. No dev, no code, no waiting.

Autopilot optimization on Growth+

Set your targets, go run your business. MentionOS keeps optimizing in the background.

See it live

Your store through AI's eyes

This is what you log into on day one. Every gap visible. Every fix ranked. No guesswork.

app.mentionos.ai/dashboard

Interactive Demo

📊Dashboard·167 mentions↑

67+12%

Search anything...⌘K

Actions

MentionOS Dashboard

See how AI assistants talk about your brand — and what to fix to get recommended more often.

Synced 2 min ago

AI Visibility by Platform

Where your brand appears — and where you're currently invisible.

This week

ChatGPT

71%↑4%

50/70 queries

Perplexity

56%↑2%

39/70 queries

Gemini

44%↓3%

31/70 queries

Claude

29%─

20/70 queries

Google AI

39%↑6%

27/70 queries

AI Store Readiness Score

AI can't recommend what it can't understand. These steps help AI assistants read your store clearly — products, benefits, FAQs, and all.

Last 7 days

Score67Top 12%

↑+12

+12 vs lastweek

Making strong gains

Your brand is being recommended in 67 out of 100 AI queries. You're outperforming most stores in your category.

◐ 72% product coverage3 high-impact gapsllms.txt updated 5 days ago

Benchmarked vs 120
similar stores

Position Trackerⓘ

Once you're mentioned, this shows where you appear — first, top options, or alternatives.

View Details →

Top 3↑ Rising

24Queries

8#1 Position

19Top 3

Top opportunities

Fix these to increase AI mentions the fastest.

Add FAQ schema markup to product pages

AI assistants cite structured FAQs 3× more often. Missing schema on 8 product pages.

High~10 min

Create content for "best insulated water bottle for hiking"

Hydro Flask dominates this query with 84% visibility while EcoFlow is at 0%.

High~10 min

Create content for "sustainable BPA-free water bottles"

Nalgene dominates with 71% visibility. You have the sustainability story — AI just can't find it.

High~10 min

Create content for "eco-friendly gym water bottle under $40"

S'well captures 67% of this query. Your bottle fits perfectly — missing the content.

High~10 min

Fix llms.txt — missing materials & certifications section

AI crawlers can't verify your eco claims without certification data in llms.txt.

High~5 min

AI search previewⓘ

✓ Real

See how AI assistants currently describe your brand — in their own words.

User asks: "best eco-friendly water bottle brands 2024"

For eco-friendly water bottles, Hydro Flask and S'well are among the most popular, known for their insulation and durable stainless steel. EcoFlow is gaining recognition for fully recycled materials and plastic-free packaging — a strong choice for sustainability-first shoppers. Nalgene remains a staple for outdoor use …

This is a real AI response, based on public information available today.

Mentions

Track where AI assistants mention your brand and how often they choose you.

Filters

Mentions ⓘ

Mentions (last 7 days)

167↑ +18% vs last week

Performance by platformCompared to yesterday

ChatGPT

50 | 71%

Perplexity

39 | 56%

Gemini

31 | 44%

Claude

20 | 29%

Google AI

27 | 39%

All queries

Every question where your brand or products appeared in AI answers.

ⓘ10 queries · Last 7 days

DATEQUERY ⓘSOURCES ⓘVISIBILITYPOSITION ⓘSENTIMENT ⓘCITATIONS ⓘ

Mar 9best eco water bottle under $50

ChatGPTPerp.

Yes

Neutral+18

Mar 8sustainable reusable water bottles

ChatGPT

Yes

Neutral+4

Mar 7BPA-free water bottle recommendation

ClaudeGemini

Yes

Positive+9

Mar 6best gym water bottle 2026

Gemini

—

—0

Mar 6reusable water bottle with filter

Perp.

Yes

Neutral+7

Mar 5best eco water bottle under $50

ChatGPTGemini

Yes

Positive+12

Mar 5best BPA-free water bottle

ChatGPT

—

—0

Mar 5eco-friendly gym water bottle

Claude

Yes

Neutral+3

Mar 4insulated hiking water bottle

Gemini

—

—0

Mar 4leak-proof water bottles for kids

Perp.

—

—0

Prompts

Every prompt you track for AI visibility across assistants.

10 tracked

Commercial: 6

Informational: 3

Brand: 1

#MRPromptLocationTypeVolumeDifficultyBrands

178%"best eco water bottle under $50"Tracked · Visibility improvingWorldwideCommercial

265%"sustainable reusable water bottles"Tracked · StableWorldwideInformational

342%"eco-friendly gym water bottle"Tracked · StableWorldwideCommercial

428%"insulated hiking water bottle"Tracked · Visibility decliningWorldwideInformational

571%"best water bottle for gym 2026"Tracked · StableWorldwideCommercial

655%"reusable water bottle with filter"Tracked · StableWorldwideCommercial

789%"AquaPure water bottles review"Tracked · Visibility improvingWorldwideBrand

833%"best BPA-free water bottle"Tracked · Visibility decliningWorldwideCommercial

947%"how to choose a water bottle size"Tracked · StableWorldwideInformational

1018%"leak-proof water bottles for kids"Tracked · Visibility decliningWorldwideCommercial

Content Studio

Create AI-optimized content powered by your visibility data

BlogGuidesFAQComparisonHow-ToListicles

📄

Total Articles

8 published, 4 drafts

📈

AI Visibility Impact ⓘ

+47%

↑ 167 mentions

📅

Scheduled

12,450 total words written

🔥 Content Opportunities

5 opportunities · 2 high priority · Avg score: 48

● Autopilot Active

● COMPETITOR GAP

→STABLE

"best eco water bottle for gym use"

WHY THIS MATTERS

👁 Visibility: 0%🏆 HydroFlask: +100%📊 Volume: HIGH⚡ Difficulty: EASY

→ HydroFlask dominates this query. Your brand has 0% visibility here.

💡 High competitive pressure from 3 competitors. Content needed to compete.

● RECOVERY NEEDED

↘DECLINING

"eco friendly reusable water bottles review"

WHY THIS MATTERS

👁 Visibility: 42%📊 Volume: HIGH⚡ Difficulty: MODERATE

→ Your visibility is declining. You were mentioned more frequently before.

💡 Urgent: Visibility trending down. Content refresh needed to reverse decline.

● HIGH OPPORTUNITY

↗GROWING

"BPA-free water bottle comparison 2026"

WHY THIS MATTERS

👁 Visibility: 0%📊 Volume: HIGH⚡ Difficulty: EASY

→ High-volume query with no current mention. A comparison article could rank immediately.

💡 Quick win: Low competition and no existing content from you on this query.

● VISIBILITY GAP

→STABLE

"insulated water bottle for hiking"

WHY THIS MATTERS

👁 Visibility: 28%📊 Volume: MEDIUM⚡ Difficulty: MODERATE

→ You appear occasionally but competitors dominate. FAQ content would strengthen your position.

💡 Adding structured FAQs to your hiking bottle product page would increase AI citation frequency.

● HIGH OPPORTUNITY

↗GROWING

"best kids water bottle leak-proof 2026"

WHY THIS MATTERS

👁 Visibility: 0%📊 Volume: HIGH⚡ Difficulty: EASY

→ Growing query trend with zero visibility. Your Kids 16oz product is ideal to feature here.

💡 You have a product that fits — it just needs content to make AI assistants aware of it.

Product Intelligence

Help AI assistants understand, trust, and recommend your products.

Your score reflects how clearly your product answers AI buying questions — descriptions, FAQs, benefits, and comparisons.

Total Products

Getting Mentioned

Never Mentioned

Avg AI Readiness Score

56/100

All 13

Mentioned 4

Never Mentioned 9

Needs Work 4

🧴

EcoFlow Pro 32oz

EcoFlow Brand

100

Mentions

First

Rec'd

✓ Desc 30/30✓ FAQ 30/30✓ Benefits 20/20✓ Compare 20/20

Details

💧

HydroLife Slim 24oz

HydroLife Co.

Mentions

First

Rec'd

✓ Desc 30/30✓ FAQ 30/30✓ Benefits 20/20✓ Compare 20/20

Details

🥾

AquaPure Trail 28oz

AquaPure Co.

Mentions

First

Rec'd

✓ Desc 30/30✓ FAQ 30/30✓ Benefits 20/20✓ Compare 16/20

Details

🧒

EcoFlow Kids 16oz

EcoFlow Brand

Mentions

First

Rec'd

✓ Desc 30/30✓ FAQ 28/30✓ Benefits 14/20✓ Compare 12/20

Details

🫙

HydroLife Classic 32oz

HydroLife Co.

Mentions

First

Rec'd

✓ Desc 30/30✓ FAQ 26/30✓ Benefits 16/20✓ Compare 10/20

Details

🌿

EcoFlow Mini 12oz

EcoFlow Brand

Mentions

First

Rec'd

✓ Desc 22/30✓ FAQ 20/30✓ Benefits 14/20

Details

⚡

HydroLife Sport 20oz

HydroLife Co.

Mentions

First

Rec'd

✓ Desc 20/30✓ FAQ 18/30✓ Benefits 10/20

Details

🪣

AquaPure Wide-Mouth 20oz

AquaPure Co.

Mentions

First

Rec'd

✓ Desc 18/30✓ FAQ 14/30

Details

🍋

HydroLife Infuser 24oz

HydroLife Co.

Mentions

First

Rec'd

✓ Desc 24/30✓ FAQ 16/30✓ Benefits 12/20

Details

🔬

AquaPure Slim 18oz

AquaPure Co.

Mentions

First

Rec'd

✓ Desc 14/30✓ FAQ 10/30

Details

☕

EcoFlow Café 22oz

EcoFlow Brand

Mentions

First

Rec'd

✓ Desc 10/30✓ FAQ 8/30

Details

🗜️

HydroLife Base 64oz

HydroLife Co.

Mentions

First

Rec'd

✓ Desc 8/30

Details

🏃

EcoFlow Sport 40oz

EcoFlow Brand

Mentions

First

Rec'd

✓ Desc 24/30✓ FAQ 14/30✓ Benefits 12/20

Details

Interactive demo — this preview covers a fraction of the platform and its features. Sign up to take your store's AI search presence to the next level.

Early access now open — limited spots

The opportunity is real

84%

of brands are completely invisible to AI search right now.

The other 16% are compounding their advantage every week — collecting citations, building authority, and capturing intent that never touches Google. The window to be first in your category won't stay open.

No track record required

AI models cite based on content quality and relevance — not domain age. A well-positioned new brand can outrank established players in weeks.

The gap closes fast

Brands that optimise for AI visibility now are building a moat that gets harder to breach with every week. Every missed run is ground you don't get back.

We're building this in the open

MentionOS is new and we're honest about it. Early access brands get direct input on the roadmap, priority support, and locked-in founding pricing.

The numbers

One AI-referred sale pays for a year of MentionOS.

AI search converts at 3.6% with an average session value of $33. You need exactly one customer to find you through ChatGPT to make this a no-brainer investment. Most stores see that in week two.

The math

AI search conversion rate3.6%

Avg. AI-referred session value$33

Revenue per 100 AI visitors$118.80

MentionOS Starter$29 / month

Breakeven (sales needed)< 1 sale

Your ROIDay 1

* Based on reported ChatGPT referral data. Individual results vary by category and traffic volume.

Still thinking about it?

We've heard every objection

"I already invest heavily in SEO. Isn't that enough?"+

SEO targets Google's index. AI engines don't use it. ChatGPT, Perplexity and Gemini pull from their own training data and live web results. An SEO-optimised store can be completely invisible to AI — and most are. These are two separate channels now.

"My store is too small for this to matter."+

AI visibility is actually a bigger opportunity for smaller stores. The big brands already have AI awareness by default. Right now, while most small stores are ignoring this, you can claim visibility in your niche before the category leaders do. Start on the free plan — no card needed.

"I don't have a developer or technical team."+

Good — you don't need one. MentionOS connects to your store in minutes, generates all technical fixes (schema markup, llms.txt, AI content) automatically, and deploys them with one click. It's built for operators, not engineers.

"How is this different from just monitoring my mentions?"+

Monitoring tools show you the problem. MentionOS fixes it. We generate the content, write the schema, create the llms.txt, build the FAQ pages, and queue up everything your store needs to become the AI-recommended brand in your category. Watching doesn't grow your business. Acting does.

"How fast will I see results?"+

Most stores see their first AI mentions within 2 weeks of deploying fixes. Consistent visibility growth typically shows within 4–6 weeks. AI models update their knowledge frequently, and optimized stores move up fast — especially in niches where competition is still low.

"What platforms does it work with?"+

Shopify, WooCommerce, BigCommerce, Webflow, Wix, and any custom store. If you sell online, MentionOS works with you. Connect in under 5 minutes and your first tracking run starts immediately.

Stop watching AI
recommend your competitors

Your customers are asking.
AI is answering.
You're not in the room.

Seven tools. One action engine.

ChatGPT is recommending your competitors. Not you.

Your customers are asking AI. Are you the answer?

Your store's AI readiness score — live.

You're not ranking. Your competitors are.

37 customers asked for exactly what you sell. AI sent them elsewhere.

3 fixes away from being AI-recommended.

From 23 to 89 AI mentions in 8 weeks. Here's what that looks like in revenue.

Other tools watch.
We fix.

Your store through AI's eyes

MentionOS Dashboard

AI Store Readiness Score

Making strong gains

Mentions

Prompts

Content Studio

Product Intelligence

From sign-up to first fix
before the day is over

Connect your store

See exactly where you stand

Fix it and climb the rankings

of brands are completely invisible to AI search right now.

The numbers don't lie

From invisible to recommended — in weeks.

DTC skincare brand goes from invisible to #1 AI recommendation

SaaS company discovers competitor gaps across 5 AI platforms

The shift already happened. Are you in it?

AI replaced the search bar — here's what the data says

Your Google rank means nothing to ChatGPT

84% of your competitors aren't here yet

One AI-referred sale pays for a year of MentionOS.

One plan. Join early. Yours forever.

We've heard every objection

Your competitors are getting cited.
Start taking that back today.

See how AI sees your store

Talk to our team

Stop watching AIrecommend your competitors

Your customers are asking.AI is answering.You're not in the room.

Seven tools. One action engine.

ChatGPT is recommending your competitors. Not you.

Your customers are asking AI. Are you the answer?

Your store's AI readiness score — live.

You're not ranking. Your competitors are.

37 customers asked for exactly what you sell. AI sent them elsewhere.

3 fixes away from being AI-recommended.

From 23 to 89 AI mentions in 8 weeks. Here's what that looks like in revenue.

Other tools watch.We fix.

Your store through AI's eyes

MentionOS Dashboard

AI Store Readiness Score

Making strong gains

Mentions

Prompts

Content Studio

Product Intelligence

From sign-up to first fixbefore the day is over

Connect your store

See exactly where you stand

Fix it and climb the rankings

of brands are completely invisible to AI search right now.

The numbers don't lie

From invisible to recommended — in weeks.

DTC skincare brand goes from invisible to #1 AI recommendation

SaaS company discovers competitor gaps across 5 AI platforms

The shift already happened. Are you in it?

AI replaced the search bar — here's what the data says

Your Google rank means nothing to ChatGPT

84% of your competitors aren't here yet

One AI-referred sale pays for a year of MentionOS.

One plan. Join early. Yours forever.

We've heard every objection

Your competitors are getting cited.Start taking that back today.

See how AI sees your store

Talk to our team

Stop watching AI
recommend your competitors

Your customers are asking.
AI is answering.
You're not in the room.

Other tools watch.
We fix.

From sign-up to first fix
before the day is over

Your competitors are getting cited.
Start taking that back today.