### 1. Manual ways to calculate reach & frequencyBefore we scale with automation or AI, it helps to master the basics. Here are practical, step-by-step manual methods your team is probably using today.#### Method 1: Simple reach & frequency in Google Sheets1. Open a new Sheet (or reuse your performance sheet).2. Create columns: `Channel`, `Campaign`, `Impressions`, `Unique Reach`.3. Paste in your data from ad platforms (e.g., Meta, Google Ads, LinkedIn).4. In a new column `Frequency`, use the classic formula: - In cell `E2`, enter: `=C2/D2` (assuming C is Impressions, D is Unique Reach).5. Copy the formula down the column.6. Add conditional formatting to highlight frequency bands (e.g., red if >10, yellow if <2).Official help: review formulas and functions in Sheets here: https://support.google.com/docs#### Method 2: Reach & frequency with GRPs in Excel1. In Excel, create columns: `Market`, `Rating`, `Spots`, `Population`.2. Add a `GRP` column with formula: `=B2*C2` (Rating × Spots).3. Add an `Average Persons` column: `=D2*B2/100` (Population × Rating / 100).4. Add an `Impressions` column: `=E2*C2` (Average Persons × Spots).5. If you have estimated unique reach, add a `Frequency` column: `=Impressions / UniqueReach`.6. Summarize by channel using a PivotTable (Insert → PivotTable) to see total GRPs, impressions, and average frequency.Official Excel help center: https://support.microsoft.com/excel#### Method 3: Manual weekly tracking1. Create a “Week” column in Sheets/Excel.2. Log impressions and reach per week.3. Use SUMIF or SUMIFS to aggregate by channel and week.4. Compute weekly frequency (Impressions / Unique Reach).5. Plot a line chart to watch for rising frequency (and ad fatigue).This manual pattern works for small accounts, but quickly becomes brittle once you add more platforms, more weeks, and more campaigns.---### 2. No-code automation with Google Sheets & ExcelOnce you’re tired of copy–paste, no-code tools can take over the repetitive data movement while keeping your calculator inside familiar spreadsheets.#### Method 4: Use Google Sheets add-ons and connectors1. Pick a data connector (e.g., native Google Ads connector or a third-party add-on) that can sync ad data into Sheets.2. Configure the connector to pull daily metrics: Impressions, Clicks, Unique Reach (if available), Campaign, Ad Set.3. Point the connector at a raw data tab (e.g., `RAW_DATA`).4. In a separate tab (e.g., `RF_CALC`), use formulas like `=UNIQUE(RAW_DATA!A:A)` to list campaigns and `=SUMIFS` to aggregate impressions and reach by campaign and date range.5. Apply the same `Frequency = Impressions / Reach` formula, plus any benchmarks you need (e.g., flags for <2x or >10x).6. Schedule automatic refreshes via the connector’s settings so your calculator updates daily without manual exports.You can find and manage add-ons inside Sheets via Extensions → Add-ons.#### Method 5: Automate Excel with Power Query1. In Excel, go to Data → Get Data to connect to CSV exports, databases, or even APIs (where supported).2. Use Power Query to define a repeatable transformation: rename columns, filter dates, standardize channel names.3. Load the cleaned data into an Excel table (e.g., `tblPerformance`).4. Build your reach & frequency formulas against this table using structured references (e.g., `=[@Impressions]/[@UniqueReach]`).5. Refresh the query daily or weekly (Data → Refresh All) to update all calculations and charts.Power Query basics are covered in detail here: https://support.microsoft.com/excel#### Method 6: Zapier/Make + Sheets1. Create a Google Sheet tab for raw events (e.g., `AD_PLATFORM_RAW`).2. In Zapier or Make, set up workflows that trigger on new rows in your exported platform sheets or on a schedule pulling via API.3. Append new rows to `AD_PLATFORM_RAW` with standardized columns.4. Use pivot tables or `QUERY()` (Sheets) to aggregate by campaign and compute reach and frequency.No-code gives you reliable refreshes, but each new platform or metric usually means another flow to maintain.---### 3. AI agent methods at scale (with pros & cons)This is where AI computer agents shine: they can operate your desktop, browser, Google Sheets, and Excel like a tireless analyst—at massive scale.#### Method 7: Let an AI agent maintain your Sheets/Excel calculator**Workflow:**1. You define a master reach & frequency template in Google Sheets and an Excel counterpart for offline planning.2. Each morning, the AI agent: - Logs into each ad platform in a browser. - Exports performance reports. - Cleans column names and date formats. - Pastes or imports data into the correct tabs. - Recalculates frequency and flags campaigns by benchmark band.3. The agent then sends you a summary: “5 campaigns below 2x, 3 above 10x; suggested reallocations attached.”**Pros:**- Works across tools with no extra APIs.- Follows complex, multi-step workflows (logins, 2FA, downloads).- Transparent execution: you can inspect every action and tweak steps.**Cons:**- Needs an initial “playbook” (which screens, which tabs, which columns).- Should be tested carefully before running on production accounts.#### Method 8: AI agent as a media ops assistant**Workflow:**1. You store your planning assumptions (target frequency range, CPM thresholds, budget caps) in a configuration tab.2. The AI agent reads this config, opens your reach & frequency calculator, and: - Identifies campaigns outside the target frequency range. - Simulates budget changes in Excel (e.g., increasing spend on low-frequency, high-ROI channels). - Writes recommended changes into a “Proposed Plan” tab.3. Optionally, the agent drafts emails or Slack messages to clients or internal stakeholders summarizing what should change and why.**Pros:**- Moves beyond reporting into decision support.- Keeps human reviewers in control while eliminating grunt work.**Cons:**- Still depends on accurate inputs from ad platforms.- Requires clear guardrails (e.g., never exceed budget X without approval).#### Method 9: Fully automated refresh + alerting loop**Workflow:**1. On a schedule (e.g., every night), the AI agent runs the full loop: data collection → Sheets/Excel update → recalculation → alerting.2. If any channel’s frequency falls below 2 or above 10, the agent: - Highlights those rows. - Exports a PDF or image of the dashboard. - Sends a summary to your sales or marketing Slack channel.**Pros:**- You wake up to answers, not raw data.- Scales across dozens of accounts without additional headcount.**Cons:**- Requires solid monitoring so you notice if a platform login or layout changes.By combining familiar tools (Google Sheets and Excel), no-code automation, and AI agents, you gradually move from manual number-crunching to a self-updating, insight-generating reach and frequency engine that your team simply supervises.

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