Cluto
PricingRoadmapThesisAboutRequest early access
Search intelligence for organic growth

Every Monday, know
which page needs a rewrite.

Cluto is the search intelligence layer under your organic growth. It reads five AI engines, your Search Console, and your Analytics, checked against a decade of Google updates and three hundred patterns we've learned, and names the pages that need work, tells you why, and points at the fix.

10 prompts. 3 engines. Free forever.

AIGOOGLEVISITORS
Live · Scanning
AI
Perplexity cites /guides/contract-management. ChatGPT doesn't.
GSC
/pricing pulls thousands of impressions, a fraction of the clicks it should.
GA4
AI sessions arrived. Fewer conversions than the site average predicts.
AI
Twelve pages cited across three engines. None rank on Google.
GSC
Six pages in one cluster slid four positions in three weeks.
Signals · 16 ReportsNext scan Monday
Sample · yours differ
/guides/contract-management ranks 6th on Google. No engine has cited it in four weeks.Twelve pages are cited across three AI engines. None rank on Google./pricing pulls thousands of impressions and a fraction of the clicks it should.Perplexity cites you here. ChatGPT doesn't. Gemini splits.Six pages in one topic have slid four positions over three weeks. No algorithm update in the window./guides/contract-management ranks 6th on Google. No engine has cited it in four weeks.Twelve pages are cited across three AI engines. None rank on Google./pricing pulls thousands of impressions and a fraction of the clicks it should.Perplexity cites you here. ChatGPT doesn't. Gemini splits.Six pages in one topic have slid four positions over three weeks. No algorithm update in the window.

Reads every source that decides whether you get found.

Nothing to install. Connect Search Console and Analytics, and Cluto starts reading the same day.

Reads
Five AI engines
ChatGPT
Claude
Gemini
Perplexity
Google AI Overviews
Your own data
Google Search Console
Google Analytics 4
Produces

16 Reports. Each answers one question you'd otherwise spend a Friday on.

Report · Only in ClutoWeekly · Aug 3
Query Coverage States
"What am I ranking for on Google that my AI tracking doesn't cover?"
18queries on Google, zero covered by your AI tracking.
#4
crm for saas startups
4,200 impressions / mo
Not tracked
#7
saas billing tools
2,800 impressions / mo
Not tracked
#9
product-led growth kpis
1,600 impressions / mo
Not tracked
#11
crm for series a startups
1,100 impressions / mo
Not tracked
+ 14 more queriesOpen full report →
What am I ranking for on Google that my AI tracking doesn't even cover?
Which of my pages rank but never get cited, and which get cited but never rank?
Which pages get cited, pull AI traffic, and still convert nobody?
Which of my pages actually carry weight across search, AI, and traffic?
SignalsWatchers that run between your visits

Each watches for one way things go wrong: a cluster sliding, a page cited but never ranked, impressions that stop turning into clicks. When one fires, it names the page and shows the evidence.

Checked against

A decade of Google. Three hundred patterns we've learned.

When a page drops, most tools show you the chart. Cluto shows you whether Google moved, or you did.

/guides/crm-alternatives-for-b2b-saasRank on Google · 12 months
↓ 34 places
#1#10#20#40+
Aug 2024 Core. Drop starts here
Google updates in this window
Helpful Content
Mar Core
Aug Core 2024
Nov Spam
Cross-referenced with 10-year algorithm databaseConfidence: high

Cluto's intelligence base is two things nobody else has: every Core, Spam, and Quality update Google has shipped since 2016, and three hundred patterns Cluto has encoded from a decade of watching what wins and what loses on B2B SaaS sites. Every finding on your dashboard is checked against both.

Proprietary. Maintained by Cluto.
Penguin 4.0MedicBERTPage ExperienceHelpful ContentMarch 2024 Core
The problem

You have the data. Nobody has the answer.

Search Console knows every query that pulled an impression. Analytics knows every session that converted. ChatGPT knows what it cited you for last week. None of them joins to the others. So you toggle between four tabs to answer a question that needs all four. And even then, you have the numbers, not the answer.

01

Your data lives in three places.

The clicks are in Search Console. The sessions are in Analytics. The AI citations are in the engines themselves. Each is a different vocabulary. Nothing joins them by prompt, query, or page. So Monday morning, you have four tabs open and the same question you had on Sunday: what's actually working?

The loop

Every finding leads to a fix. And a way to know it worked.

Cluto reads everything between your visits: five AI engines, your Search Console, your Analytics, checked against a decade of Google and three hundred patterns. The top Signal is on top. Ranked by impact. Every recommendation is auditable.

01
Cluto reads between your visits.

Five AI engines. Your Search Console. Your Analytics. Checked against a decade of Google and three hundred rules.

02
The top Signal is on top.

Ranked by dollars, pages, or whatever moved most.

03
Read the sentence. The evidence is right there.

Every claim traces back to source, with the query, the page, and the benchmark that makes the finding real.

04
Ship the fix.

The suggested direction is a directive, not an option.

05
Mark it resolved.

Cluto tracks the metric. If it regresses, a new Signal fires on the next scan.

What one Signal looks like
1
hubspot vs salesforce alternatives/guides/crm-alternatives-for-b2b-saas
Open since Aug 20, 20263 of 5 engines citingGoogle rank #38
AI citation coverageCited in 3 of 5 engines · 60%
ChatGPTClaudeGeminiPerplexityAI Overviews
Google rankPage 4 · position #38
Page 1Page 2Page 3Page 4Page 5+
Three AI engines are grounding on this page for 'hubspot vs salesforce alternatives', but Google has it on page 4. The AI already trusts it. The ranking is what's holding you back.
AIGSC
Suggested directions
Review the page against page-1 competitors. Three engines are already grounding on it. The shape is right, the ranking is the gap.
Check whether an AI Overview or featured snippet is taking the click above position #38.
Work with an expertMark resolved
Intelligence Signals

Six intelligence Signals shipping at launch. A new one every week after.

Each Signal watches for one way search quietly goes wrong. When one fires, it names the page, shows the evidence, and tells you what to ship next.

Numbers shown are illustrative. You'll see yours on Monday.See what's coming next →
Only in ClutoAIGSC

Cited but not Ranking

Twelve pages are cited across three AI engines. None rank on Google.

AI citation coverage12 pages · ChatGPT · Claude · Perplexity
Google rank
Page 1Page 2Page 3Page 4Page 5+

These pages are already working inside AI answers, and nothing in your reporting shows it.

Built from: AI citations + Search Console

A Monday morning in Cluto
CCluto
OverviewSignals
AV

Signals · Monday, Sep 7

6open · 2new this week
AllNew this weekRegressedResolvedSorted by impact ↓
1
hubspot vs salesforce alternatives /guides/crm-alternatives-for-b2b-saas
Cited by three engines. Google ranks it #38.
Actual Page 4Target Page 1Opened 3 weeks ago
AIGSC
Cited but not Ranking
Review page →
2
saas billing tools /blog/best-saas-billing-tools-2026
Ranks #7 on Google. No AI engine has mentioned it in six weeks.
Rank #7 · stableCitations 0 of 5Opened 2 weeks ago
GSCAI
Ranking but not Cited
Review page →
3
/pricing · query cluster: 12 queries
Thousands of impressions, a fraction of the clicks the position should earn.
CTR 0.5%Expected 4.0%Opened 4 weeks ago
GSC
Impression-click Gap
Review page →
4
product-led growth · cluster of 6 pages
Six pages in one topic slid four positions over three weeks. No update in the window.
Cluster avg ↓ 4 positionsWindow 3 weeksOpened this week
GSC
Ranking Decay
Review cluster →
Showing 4 of 6 openView all signals →

A new Signal ships every week. The next ones are on the Roadmap →

The output

Sentences, not spreadsheets.

Numbers get confusing. Cluto turns them into directives. Every sentence names a page, names the issue, and names what to do next, in language you'd say out loud on a Monday standup.

01Ranking Decay

Six pages in one topic have slid together for three weeks. Nothing about Google changed.

When a cluster falls together, the cause is rarely six separate problems.

02Cited but not Ranking

Perplexity, Claude, and ChatGPT all cite this page. Google ranks it #38.

The AI already trusts the page. The ranking is what's holding you back.

03Ranking but not Cited

You rank #4 on Google. No AI engine has mentioned this page in six weeks.

Google likes it. The models moved on. Rankings can hold for months without you noticing.

04Cited but no Traffic

AI sends people to this page. Most of them leave before scrolling.

The visitors arrive; the outcome doesn't. A different problem from a page that doesn't convert.

05Impression-click Gap

/pricing pulls thousands of impressions and a small fraction of the clicks it should.

At this position, the title and description do the whole job. Google is showing the page; people are choosing something else.

06Query Coverage States

You rank in the top 10 for eighteen queries. Your AI tracking hasn't seen any of them.

Google already sends demand you're not watching in AI. Every one is a question your buyer asks.

Computed, not guessed

Every sentence is computed by rules. The model only writes it, on request. That's why the numbers hold up when someone on your board asks how you got them.

How Cluto works →
After the fix

What happens when you mark a finding resolved.

Cluto starts tracking the metrics that decide whether the fix worked. If any of them regress, a new Signal fires on the next scan.

Mark this finding as resolved
Cluto tracks CTR and AI citation coverage on this page from today. If either regresses, a new Signal fires on next Monday's scan, with the before, the after, and the drift.
This finding
SignalCited but not Ranking
Queryhubspot vs salesforce alternatives
Page/guides/crm-alternatives-for-b2b-saas
Open sinceAug 20 · 22 days
What Cluto will track from today
Google rank moves from Page 4 toward Page 1From #38 · target within 8 weeks
AI citation coverage holds at 3+ enginesCurrently ChatGPT · Claude · Perplexity
CTR at position stays above the expected floorRecalibrated whenever the rank changes
What did you change? (Optional)
Add a note, e.g. 'Rewrote intro, added comparison table, updated pricing section.' Cluto attaches this to the finding so the history explains itself later.
CancelConfirm resolved

Free forever on 10 prompts, 3 engines. Track your first 10 prompts across ChatGPT, Claude, and Gemini. No card. No trial timer. When you're ready for more, tiers start at $99/mo.

See what's in each tier
Request access

Cluto is in private beta.

We're onboarding a small number of teams by hand, one call each, so the first version is shaped by people using it on real sites rather than by us guessing.

What founding members get

10 prompts across 3 engines, free forever, for the whole beta and after.

A setup call with a founder. A direct line to shape what gets built next.

What's next.

New Signals ship every week. Beyond Signals: Reddit citation intelligence, Ask Cluto in-app assistant, technical site audit, AI-crawler access checks, a report builder where today's Reports become presets. The order and the reasoning is on the Roadmap.

See the roadmap →
Request access

We reply within two working days with a link to book your setup call. Connecting Cluto needs Search Console and Analytics access. We'll sort out which account on the call, and set up conversion tracking in GA4 if you don't have it yet.

Cluto
Search intelligence for B2B SaaS.
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