Log Multi-Platform Ad Spend To Airtable
Hourly sync of spend, clicks, and impressions from Meta, Google, TikTok, and Taboola into a unified Airtable log.
What it does
You get a unified log in Airtable that automatically captures hourly spend, clicks, and impressions from Meta, Google Ads, TikTok Ads, and Taboola. This process normalizes your data into a single list and creates time-stamped snapshots for every Meta campaign so you can track performance across all platforms in one place.
Step by step
- Configure a scheduled trigger to execute the workflow every hour.
- Set up distinct HTTP request nodes for Meta, Google Ads, TikTok Ads, and Taboola APIs using their respective authentication methods.
- Create an Airtable base with fields for platform, campaign_id, date, spend, clicks, impressions, and source_type.
- Implement a code step that maps each API's response schema to the unified Airtable field structure.
Where the LLM does the work
- Generate the specific normalization logic in the code node to handle varying date formats and currency codes across different ad platforms.
- Draft error handling messages for the HTTP requests that clearly distinguish between authentication failures and data parsing errors.
- Create a dynamic mapping configuration object within the code step to allow easy addition of new fields from future API updates.
Watch out for
Inconsistent campaign ID formats across platforms will break joins, so standardize IDs by stripping prefixes like 'act_' or 'gid:' before upserting.
Airtable's batch update limits may cause partial writes for large datasets, so chunk your upsert operations into batches of 50 records.
Timezone mismatches can skew daily spend reports, so explicitly convert all timestamps to UTC in the code normalization step.
Tools that fit
HTTP Request API Fetching data from ad platform APIs
Code Service Date formatting and logic processing
The agent brief
Everything your agent needs, including the gotchas. Copy it and go.
You are helping me build the following AI agent workflow. ## Goal Log Multi-Platform Ad Spend To Airtable: Hourly sync of spend, clicks, and impressions from Meta, Google, TikTok, and Taboola into a unified Airtable log. ## Specification - What it does: You get a unified log in Airtable that automatically captures hourly spend, clicks, and impressions from Meta, Google Ads, TikTok Ads, and Taboola. This process normalizes your data into a single list and creates time-stamped snapshots for every Meta campaign so you can track performance across all platforms in one place. - Trigger: On a schedule (Scheduled · hourly) - Autonomy: Fully hands-off - Expected setup effort: a few focused days - Tools/services involved: - Airtable: Storing and upserting campaign metrics - HTTP Request: Fetching data from ad platform APIs - Code: Date formatting and logic processing ## Known pitfalls, handle each one explicitly in your implementation 1. Inconsistent campaign ID formats across platforms will break joins, so standardize IDs by stripping prefixes like 'act_' or 'gid:' before upserting. 2. Airtable's batch update limits may cause partial writes for large datasets, so chunk your upsert operations into batches of 50 records. 3. Timezone mismatches can skew daily spend reports, so explicitly convert all timestamps to UTC in the code normalization step. ## Reference implementation https://n8n.io/workflows/16792 (workflow template) Fetch and inspect this before building. If it matches my stack, adapt it; if not, rebuild the pattern with my tools. ## Process requirements 1. Before building: ask me which of the listed tools I actually use and what my platform is (n8n / Make / code / other). Do not assume. 2. Adapt the pattern to my answers; do not force the reference stack. 3. Address every pitfall above; tell me how you handled each. 4. Provide a test plan I can run before letting this touch real data. 5. Ask before any step that sends messages, modifies data, or spends money. Source: https://usecasesforagents.com/use-case/log-multi-platform-ad-spend-to-airtable/ via usecasesforagents.com
Frequently asked questions
Can I use a different Spreadsheet than Airtable?
Yes. Airtable is only the example spreadsheet in this recipe. The same flow works with Baserow, Excel and Google Sheets. Swap the spreadsheet connection and keep the rest of the setup as written.
Want this running in your business?
This is what I do. I design and build AI agents like this one, and keep them running. If you want it set up for your team instead of doing it yourself, get in touch.
Who it's for
Built for marketers who'd rather brief an agent than start from a blank doc.