Quattr MCP at work
Ask your search data. Get a decision, not another dashboard.
Watch questions typed into ChatGPT, Claude and other supported AI clients become evidence-backed search decisions. Quattr's read-only MCP connects the conversation to the right data and analytical capabilities, without exports or query builders.
What happens in every run
- 1 Ask in your AI client"How did our organic search really do over the last 12 weeks?"
- 2 Quattr reads the right sourcesSearch Console, read-only, through the permissions you already have.
- 3 The analysis runsNamed, bounded operations, the significant movements separated from the noise.
- 4 A decision returnsImpressions climbed about 20% across twelve weeks while clicks finished where they started, with the next move attached.
MCP is the read-only bridge between your AI client and Quattr's connected search data and analytical tools. Agents and Skills make that work repeatable.
Featured run
Watch · 1 min 12 sec Why are impressions up but clicks flat?
What if you could just ask your search data what to do next? Two prompts pull twelve weeks of real numbers, find that impressions climbed about 20% while clicks finished flat, and hand back three ranked moves.
- Sources
- Search Console
- Analysis
- Search pulse · Chart composer
- Asked in
- ChatGPT
Recreated from an anonymized session 1 min 12 sec
What are you trying to answer?
20 runs · 5 jobsKnow where we stand
4 runsBaselines and standings across organic, competitors and AI answers.
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1 min 22 sec Your next customer might never see a results page. AI visibilityAI visibility pulse Recreated from an anonymized session -
1 min 44 sec Traffic just dropped. Is it you, or the market? Search Console + Rank trackingMarket share review Recreated from an anonymized session -
2 min 27 sec You know who beats you on Google. AI search has a different list. AI visibility + Rank trackingAI vs traditional gap Recreated from an anonymized session -
2 min 13 sec Your dashboards read a slice of your search data. You own more. Search ConsoleSet analysis scope Recreated from an anonymized session
These are not canned answers. Quattr connects the same questions to your own sources, scope and business context.
Explain what changed
4 runsA number moved. These runs separate a real change from noise, and name the cause.
- 1 min 12 sec Can your search data tell you what to do next? Search ConsoleSearch pulse · Chart composer Recreated from an anonymized session
-
2 min 5 sec Traffic more than halved in six months. Nobody could say why. Search ConsoleAnomaly investigator Recreated from an anonymized session -
3 min 4 sec The fix shipped. Traffic rose. Now two teams want the credit. Lighthouse + Search Console + Rank trackingSignificance referee · Cross domain correlator Recreated from an anonymized session -
2 min 26 sec Conversion rate fell 7.5%. The number is real. The panic is not. Web analyticsSignificance referee Recreated from an anonymized session
Decide what to fix
6 runsWorklists ordered by what each fix can actually recover.
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2 min 8 sec You cannot be cited by an AI that never read your page. Server logs + AI visibilityAI crawler readiness Recreated from an anonymized session -
2 min 14 sec Most of the Googlebot in your logs is not Google. Server logsCrawl efficiency review Recreated from an anonymized session -
2 min 23 sec Your biggest loser is not your best refresh. Search ConsoleContent decay refresh Recreated from an anonymized session -
2 min 19 sec On some queries, your toughest rival is your own other page. Search Console + Rank trackingCannibalization check Recreated from an anonymized session -
2 min 27 sec The screenshot says the site is slow. The sprint costs real money. Lighthouse + Search ConsoleCWV regression watch Recreated from an anonymized session -
2 min 15 sec Some of your best pages cannot be reached from your own site. Site crawl + Search ConsoleLinking opportunity review Recreated from an anonymized session
Connect search to revenue
3 runsVisibility joined to spend and first-party revenue, priced per outcome.
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1 min 55 sec ChatGPT cites us. Does any of it become revenue? AI visibility + Web analyticsSearch to revenue Recreated from an anonymized session -
2 min 3 sec You are buying clicks you already own. So cut them? Google Ads + Search ConsolePaid organic balance Recreated from an anonymized session -
2 min 17 sec You won Google. The AI answers are being written without you. Rank tracking + AI visibilityAI prompt coverage gaps Recreated from an anonymized session
Report to leadership
3 runsClaims you can defend, assembled in the order a leadership readout needs.
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2 min 2 sec Something went right this quarter. Now prove it before you say it out loud. Rank tracking + Search ConsoleSERP feature watch · Significance referee Recreated from an anonymized session -
2 min 18 sec The deck is due tomorrow. The numbers live in five places. Search Console + Rank tracking + AI visibility + Web analytics + Google AdsMonthly exec review Recreated from an anonymized session -
2 min 20 sec Where do we stand? Five questions answer it, in order. Search Console + Rank tracking + AI visibilityMonthly exec review Recreated from an anonymized session
See these analyses on your own data
Connected to Quattr, every prompt in these videos reads your own Search Console, analytics, paid search and AI visibility data, read-only, through the permissions you already have.
Read-only · OAuth 2.1 · existing Quattr permissions · no API keys