Reporting
How to build a board-ready monthly search readout
monthly-exec-review a saved expert workflow your assistant follows, in Claude, ChatGPT or Cursor
The CMO/board readout: market position, demand captured, AI-search standing and revenue-adjacent outcomes for the month, in executive vocabulary, every up/down claim significance-gated, deck or document on request.
Try it
monthly exec readout
Private beta Part of the quattr-ai-search plugin, rolling out org by org. Request access ↗
Say any of these
exec reviewboard deck numbersmonthly leadership reviewCMO summary for the monthmonthly business review of searchprep the exec deckmonth-end search readout
You never name the skill or a tool, the assistant routes on what you asked. These are the phrasings it recognises for this one.
And when it stays out of the way
Not for the weekly cadence (weekly-search-report), for a 30-second check (search-pulse), or for practitioner-level breakdowns.
Use it instead of weekly-search-report when the audience is leadership and the period is the month; use weekly-search-report instead for the Monday practitioner readout.
What it runs
growth_vs_market_sharetotal_search_sharecompetitive_trendsai_visibility_overviewconversions_overviewsignificance_check
6 governed analyses, composed and scoped for you. Named here for transparency, not because you have to ask for them.
The numbers behind it
Metrics it reads, each defined in the reference
Ad costAI referral conversionsContent-category search market shareConversion rateConversionsConversions by goalGap to leaderp-valueReal, noise or can't-tellRelative changeSearch market shareSearch market share changeSegment leaderSessionsSignificantTotal search shareTotal valueTransaction revenueTransactionsUnique keywordsUsersWinning keywordsYour rank in the standings
Reports these numbers feed
AI Overview and SERP feature reportAI referral traffic reportAI visibility reportCannibalization reportCompetitor search reportContent decay reportContent performance reportCrawl log reportCTR opportunity reportInternal linking reportKeyword ranking and movement reportMonthly executive search reportPaid and organic overlap reportPaid search performance reportSearch market share reportSearch to revenue reportSERP volatility and algorithm update reportWeekly search report
What it refuses to do
- Executive vocabulary is a hard rule: no verb names, no filter jargon in the narrative, business nouns only (the moat's voice at its strictest).
- No causal credit without the proof standard: program-attribution claims beyond decomposition require intervention-vs-holdout evidence, offer the test, don't assert.
- Cross-customer proof points enter only from the quattr-claims-approved set, phrased "in a comparable engagement…".
What the answer looks like
Prep the exec deck.
Analysis plan, every step, resolved for you
- Routed to the governed workflow
monthly-exec-review - Scope resolved before filtering
segment: Overall Market · Jul 1 to Jul 31, 2026 - 4 analyses queued in parallel
growth_vs_market_share · ai_visibility_overview · conversions_overview · significance_check - Honesty gates armed
scope echo · freshness
July 2026, Search Business Review acme-search-business-review-2026-07.pptx significance-gated · as of Aug 2, 2026 (web analytics loads nightly)
Shared to #leadership acme-search-business-review-2026-07.pptx The caveats travel with it — honesty chrome exports into the deck.
Every up/down claim in the deck is significance-gated, flat is reported as flat.
A simulated conversation on fictional data. Scope, freshness and the ⚠ Observational marker are attached by the same director that renders every demo here, not written by hand.
See this Skill inside a real analysis
All runs →A recorded run where this Skill does the work, the prompts as typed, and the decision that came back.
2 min 18 secThe deck is due tomorrow. The numbers live in five places.Search Console + Rank tracking + AI visibility + Web analytics + Google Ads · Monthly exec review◐Recreated from an anonymized session
2 min 20 secWhere do we stand? Five questions answer it, in order.Search Console + Rank tracking + AI visibility · Monthly exec review◐Recreated from an anonymized session
Want this Skill running on your own accounts? Every Quattr customer works with an AI Search Strategist who sets it up with you.