Quattr Platform

The AI visibility platform built on your first-party data

Quattr joins your first-party performance and business context with its daily view of search and AI surfaces. Every analysis inherits the right scope, permissions, freshness, and evidence before an Agent returns a decision.

Trace one decision Review data & controls

Read-only analytics · Provenance attached

A settled decision Illustrative product demonstration

Why did non-brand clicks fall, and what should we do next?

Next moveRefresh the two how-to templates losing first-page positions before the next content cycle.

The drop is real (−11.8%, p = 0.004) and concentrated in how-to guides, AI Overview inclusion rose on the same queries.

⚠ Observational, correlated, stated as correlation

GSC as of 2 days ago · SERP observed daily Trace this decision ↓

scope acme.example · US · non-brand · organic , 12 weeks vs prior , evidence attached

4.9/5on G2 · 65 verified reviews

See the Platform at work

Trust the decision because you can trace it.

Illustrative product demonstration

Start at the recommendation. Follow it back through the evidence, business context, operations, sources, and permissions that made it possible.

The decision12 weeks vs prior

"Why did non-brand clicks fall, and what should we do next?"

Next moveRefresh the two how-to templates losing first-page positions before the next content cycle.

The drop is real and concentrated in how-to guides. AI Overview inclusion rose on the same queries, correlated, stated as correlation.

⚠ Observational

The answer is useful because every layer can be inspected.

TRACE 01 · EVIDENCE Non-brand clicks −11.8% vs prior 12 weeks, real, p = 0.004. Concentrated: how-to guides −22.4%; other page types flat (n.s.). Not seasonal, the same weeks last year were flat. Limit: AI Overview correlation is observational, not causal.

TRACE 02 · BUSINESS CONTEXT Resolved before analysis, attached to the answer:

tenant acme.examplesegment Core Productsmarket USnon-brand excludes "near me"weeks end Saturdaygoal Purchase

TRACE 03 · OPERATIONS & RULES gsc_dimensional_trend + market_share_breakdown → significance_check Named, bounded operations, never freeform queries. Each inherited the same rules:

scope resolved firstsources declaredsignificance before "it changed"observational before causal

TRACE 04 · SOURCES & ACCESS

Search Consoleyours · read-only · lags 1 to 2 days Results pageQuattr-observed · daily AI surfacesQuattr-observed · daily

Read under OAuth 2.1 with your existing Quattr permissions, bound to your organization. Nothing written.

"What's our paid share of this market?", Declined: Google Ads isn't connected for this tenant, so paid share can't be read. Connect it (read-only) or ask for organic share of tracked demand. Refusal, with the reason, never an approximation

Your data. Quattr's observations. Your definitions.

Three different inputs, kept visibly different. Select one to see what it contributes, what it unlocks, and what the Platform refuses without it.

Your first-party evidence, read with your permission

Search Consoleconnected · lags 1 to 2 daysGA4 / Adobe goalsconnected · your named goalsGoogle Adsnot connected · availableServer logsaccount-dependent

ContributesYour ground truth, clicks, queries, configured goals, spend, crawler fetches.

UnlocksFunnel and revenue reads bound to your goals; anomaly checks on your own demand.

Refuses without it: No configured goal → no revenue claim. Google Ads not connected → paid questions are declined, with the reason.

Source availability is account-dependent, connected sources are read with your permission, never assumed.

Quattr's observations, the daily outside view

Results pageobserved dailyAI surfacesobserved dailyLighthouseper page and templateSite crawlslink graph · indexability

ContributesWhat searchers and AI answers actually see, for you and your tracked competitors.

UnlocksSearch market share, AI visibility, SERP features, and competitor movement.

Refuses without it: An untracked market → no share verdict. Share stays CTR-modeled and directional, never presented as ground truth.

Source availability is account-dependent, connected sources are read with your permission, never assumed.

Your business context, resolved before anything runs

SegmentsOverall Market · Core Products · Getting startedNamed goalsPurchase · Trial signupCompetitorsthree tracked domainsMarkets & conventionsUS · UK · DE · weeks end Saturday

ContributesYour definitions, attached to every answer so scope is never a guess.

UnlocksTwo organizations asking the same words get correctly-scoped, comparable answers.

Refuses without it: Ambiguous scope → resolved from your context or asked back, never silently assumed.

Source availability is account-dependent, connected sources are read with your permission, never assumed.

Every source, its connection and freshness →

One operating standard across every analysis.

Analyses are named, bounded operations, not freeform queries from a chat model. One specimen, inspectable:

market_share_breakdown

Answers"Where does share concentrate, and did it really move?"

ScopeResolved before filtering, segment, market, dates, medium.

Sourcesdeclared, search market share tracking · Search Console

ReturnsSegment table · deltas · significance verdict · freshness.

RefusesA missing source → decline with the reason. A causal claim → labeled observational.

The rules every operation inherits

p<.05Significance before "it changed"

⚠Observational before causal

as-ofFreshness stated per source

declineRefusal over guesswork

Platform supplies data, context, permissions, and bounded analyses. Skills define expert operating steps. Method defines the evidence and decision standard. Agents turn those capabilities into repeatable jobs. Skills → Method → Agents →

It knows what it can read, and where to stop.

OAuth 2.1 · read-only analytical scope · inherited Quattr permissions · organization isolation at the data layer · allowlisted clients · audit-logged

READ

The sources connected for your organization, nothing beyond them. Unavailable data returns "not available" or a reasoned decline.

WRITE

The Quattr analytical plane is read-only. Actions through another connected MCP or destination have their own permissions and approval path.

SCOPE

Yours. OAuth 2.1 sign-in with no API keys pasted into the client; conversations bound to one organization; existing Quattr permissions inherited.

Read the security details → See a refusal in the trace ↑

The client changes. The answer contract does not.

The same decision card, wherever your team asks. Client capability differences are stated plainly, never collapsed into "works everywhere."

Claudeconnected via the Quattr Agent Plugin

The drop is real (−11.8%, p = 0.004), concentrated in how-to guides, refresh the two templates losing positions. acme.example · US · non-brand GSC as of 2 days ago ⚠ observational

Built on the Agent Plugin standard, Claude, ChatGPT, Codex, and verified clients. Each client connects with the capabilities documented for it. See connection details →

See how Quattr grounds AI search in your data and business.

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