Combined Reporting: GitHub + TikTok Ads

How do you get one set of numbers you can trust? askotter reads GitHub and TikTok Ads together and answers it for your business, by text.

● GitHub · LIVE + ● TikTok Ads · COMING SOON Combined Reporting

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the short answer

How does combined reporting with GitHub and TikTok Ads work for a small business?

askotter reads GitHub and TikTok Ads side by side so it can combine your accounts into one clean report you can ask questions of. One report covering every connected account, cleaned up and answerable by text.

Read the full answerShow less

The owner asks follow-up questions by text.

From GitHub: Commits and pull requests, Deployment events, Release tags.
From TikTok Ads: Campaign and ad group performance, Creative and video metrics, Audience targeting.
Status: TikTok Ads is on the integration roadmap, so the matching described here starts when that connector ships.
Not for: Replacing GitHub or TikTok Ads. Both keep working exactly as they do now.

the problem

How do you get one set of numbers you can trust?

GA4 says one thing, Stripe says another, and your booking system disagrees with both. Matching them by hand takes hours, and the answer is still fuzzy.

How askotter handles it

askotter reads GitHub and TikTok Ads side by side, so it can combine your accounts into one clean report you can ask questions of.

A person checks the result before it reaches you. This is part of our website design for small business work.

matching the records

How GitHub and TikTok Ads records line up

GitHub and TikTok Ads share no customer or visit identifier. askotter puts them on one timeline instead, so a change in GitHub deployments can be read against what TikTok Ads recorded in the same hours.

What combined reporting uses from each

Combined reporting needs a shared identifier or a shared time grain.

From GitHub that means deploy timestamps. From TikTok Ads it means ttclids and lead-form emails.

TikTok Ads is on the integration roadmap, so the matching described here starts when that connector ships.

What each tool sees on its ownShow less

GitHub on its own

GitHub knows what code changed and when. It cannot tell you whether that change cost you leads or sales.

Timing. GitHub timestamps every commit, merge and deployment to the second.

Access. A GitHub App or token with read access to the repositories you choose.

TikTok Ads on its own

TikTok sees views, clicks and the conversions its pixel catches. It cannot see what happens after a visitor leaves the tracked site.

Timing. TikTok reports conversions under the attribution windows chosen in the ad account, and those counts can include view-through conversions.

Access. The TikTok Marketing API with read access to the ad account.

Related guides

AEO for Local Businesses: Getting Cited by AI. Someone just asked an AI for a plumber in your town. What did it say?.
AI Assistants Are Getting Your Business Details Wrong. Someone asked ChatGPT when you close. It answered with confidence.

Services that use these connections

Local SEO services Google Ads management Answer engine optimization Website design for small business Digital marketing pricing

Other analyses: GitHub + TikTok Ads

Revenue Attribution Customer Journey Mapping Anomaly Detection Predictive Forecasting Root Cause Analysis Campaign Optimization Customer Retention

questions

Questions about GitHub + TikTok Ads

Do I need a developer to connect GitHub and TikTok Ads?

No. Most accounts connect with a sign-in, and the rest take a file export.

How is askotter's Combined Reporting different from what GitHub shows on its own?

GitHub only sees its own numbers. askotter reads GitHub and TikTok Ads together and can answer the question: How do you get one set of numbers you can trust?

GitHub + TikTok Ads is coming soon

Talk to us about your timeline, and we will confirm the launch date before you commit.

Self-managed is $99/mo and scales with the compute you use. Our team runs it from $600/mo.